Enterprise DNA
Directories / Changelog

Changelog

What changed and when.

Every entry the crawler shipped, in reverse chronological order. Each batch is approved by a human reviewer before going live.

2026-06-12

1 entry shipped

  • MCP AlphaCreek MCP — Hosted MCP for citation-ready SEC filing navigation. Setup for Claude, ChatGPT, Cursor, and Cline; tools, security, and authentication.

2026-06-11

75 entries shipped

  • Apps Transformer Explainer — An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
  • Apps AnimatedLLM — Understand how large language models work under the hood.
  • MCP zw008/VMware-VKS — MCP Skill + CLI for vSphere with Tanzu (VKS) — Supervisor, Namespace, and TanzuKubernetesCluster lifecycle management. Requires vSphere 8.x+.
  • MCP zw008/VMware-NSX-Security — VMware NSX DFW microsegmentation and security: distributed firewall, security groups, tags, traceflow, IDPS — MCP tools for AI agents
  • MCP xyver/daedal-map — Open geographic query engine — ask place-based questions in natural language, get answers on a map. Covers disasters, demographics, economics, and climate data across 40+ sources.
  • MCP willianpinho/mcp-gateway-scan — [](https://glama.ai/mcp/servers/willianpinho/mcp-gateway-scan) 📇 🏠 - Read-only static scanner for MCP / agent-gateway production-readiness. The scangateway tool scores a repo acr
  • MCP Vbj1808/retrieval-lens — MCP server that audits RAG retrieval - logs what chunks the model saw before any answer was generated
  • MCP turbyho/mem-context — Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor
  • MCP tracegazer/invgate-service-desk-mcp — MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as Model Context Protocol tools.
  • MCP tracegazer/clockify-mcp — Full-coverage Clockify MCP — 112 tools across 18 domains (incl. invoices, scheduling, time-off & approvals), native OpenTelemetry observability, and a 3-tier read/time-tracking/ful
  • MCP tokenofesteem/mcp — Front door for the Token of Esteem MCP server: docs plus a minimal introspection stub. Live server hosted at mcp.tokenofesteem.com.
  • MCP TheGoatPsy/mneme — Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop path, redaction before every derived store.
  • MCP tempguru-co/tempguru-mcp — MCP server for W-2 event staffing data: rates, availability, and state compliance across 300+ US and Canadian markets. Hosted at mcp.tempguru.co/mcp, local via npx tempguru-mcp.
  • MCP SVerITG/Metis — A Research Cortex. A research companion for Claude. Your library, notes & memory stay on your machine; answers cited from your own library; 30+ specialist skills; auto cross-pollin
  • MCP supra126/taiwan-payroll — 台灣勞健保勞退法定費用計算引擎 — Taiwan statutory payroll calculation engine (TS core + MCP server + Python)
  • MCP squidcode/timebook-cli — Timebook CLI + MCP server — track time on usetimebook.com from your terminal or expose it to AI agents (Claude, Codex, ...).
  • MCP slidecraft-in/presentations-ai-mcp-server — Official MCP server for Presentations.AI - create designed slide decks from a topic, text, or document via any MCP-compatible client.
  • MCP skippedaga/yanifend-mcp — YaniFend MCP server — manage your WordPress feedback questionary and read answers from Claude
  • MCP seob717/redash-mcp — MCP server for querying and managing Redash with Claude AI
  • MCP scavio-ai/scavio-mcp — Production ready MCP server with real-time search & extract in Google, Amazon, YouTube, Walmart, Reddit, TikTok and Instagram
  • MCP rnwkr7rscy-lang/fittin-mcp — Free startup IP protection MCP for Cursor and Claude — know what's protectable before competitors copy it
  • MCP renezander030/agentic-task-system — Your task manager is the best agent memory you're not using. An agent-native context layer over your existing task app: hybrid retrieval (RRF), capture-time enrichment, pluggable a
  • MCP rendobar/mcp — Official MCP server for Rendobar. Lets AI agents run serverless media processing and upload local files from Claude, Cursor, and more.
  • MCP re-port-flow/reportflow-mcp — ReportFlow MCP Server - PDF report generation for Claude and AI agents (public publish mirror of monepla/report-mcp)
  • MCP pineforge-4pass/pineforge-codegen-mcp — Offline MCP server: an AI agent transpiles PineScript v6 → C++ and runs deterministic, TradingView-parity backtests locally — 245/246 strict, 0 engine bugs. One Docker container, n
  • MCP pavelpilyak/devrecall — [](https://glama.ai/mcp/servers/pavelpilyak/devrecall) 🏎️ 🏠 🍎 🐧 - Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear tickets, Confluence docs, Slack t
  • MCP Natden444/pickanagency-mcp — MCP server for Pick an Agency — search 47,000+ marketing agencies and get AI-matched, in any AI agent. https://www.pickanagency.com
  • MCP namixai/signer-mcp — Usenami Signer MCP — sign CEX/DEX orders (Binance, OKX, Asterdex) from any MCP-aware AI agent; the signing key never leaves an AWS Nitro Enclave (attested PCR0). 5 tools, stdio.
  • MCP musharna/jobd — Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration
  • MCP mukul-dutt/mentionsapi-mcp — MCP server for MentionsAPI - brand visibility across every AI search surface (ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode, Bing Copilot)
  • MCP mouse114514/Xadeus-QQ-MCP — 基于 Amadeus-QQ-MCP 改造的 QQ MCP Server，支持 Auto-Wake、消息收发、群聊管理。一键配置 Windows 端。
  • MCP mnoomnoo/resume-mcp-server — MCP server enabling AI assistants to search and retrieve information from local resume and job application documents
  • MCP Mingye-Lu/AgenticCrawler — acrawl — LLM-powered web crawler. Describe what you want in plain English, get structured data back. Single Rust binary, 25 providers, MCP server built-in.
  • MCP mgnirck/lecka-mcp — 📇 ☁️ - Race nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns personalised Lecka product
  • MCP mcp — MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR.
  • MCP mambalabsdev/mcp-icp-fit-scorer — MCP server for ICP Fit Scorer. Scores a company against your ideal customer profile with weighted signals via Apify. Returns a 0 to 100 score, a tier, and a per-signal breakdown. C
  • MCP mambalabsdev/mcp-gtm-suite — MCP server for the full Mamba Labs GTM Suite. All six GTM actors as tools in one server via Apify. Clay-ready output.
  • MCP mambalabsdev/mcp-domain-to-linkedin-url-resolver — MCP server for Domain to LinkedIn URL Resolver. Resolves a company domain or name to its LinkedIn company URL with confidence scoring and firmographics via Apify. Clay-ready output
  • MCP malinoto/tracepass-mcp-server — Model Context Protocol server for TracePass — the EU Digital Product Passport platform
  • MCP lyrenth/lyrenth-mcp — [](https://glama.ai/mcp/servers/lyrenth/lyrenth-mcp) 📇 🏠 - Read any URL as a clean AIDocument (Markdown + structure) through Lyrenth's cached index.
  • MCP kent-tokyo/shohei — A next-generation Rust DNS diagnostic CLI that visualizes DNSSEC trust chains, iterative resolution paths, and DoH/DoT with an interactive TUI.
  • MCP juergenkoller-software/pdf-content-search-mcp — Open-source MCP server bridge for PDF Content Search — full-text PDF search + OCR for Claude/Cursor across thousands of documents.
  • MCP juergenkoller-software/nemeton-mcp — Open-source MCP server bridge for Nemeton — control native macOS VMs from Claude Desktop, Claude Code, Cursor.
  • MCP juergenkoller-software/distill-mcp — Open-source MCP server bridge for Distill — let Claude/Cursor rename your files based on content (AI: Claude/OpenAI/Gemini/Ollama/Apple).
  • MCP Jott2121/agent-gate — MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI agent workflow.
  • MCP Jobicy/remote-jobs-mcp-server — Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline,
  • MCP JeongSeongMok/tossinvest-openapi-mcp — 토스증권 Open API(Toss Securities Open API)를 AI 에이전트가 쉽게 탐색·연동하도록 돕는 MCP 서버 (stdio). Claude·Cursor·Codex 지원.
  • MCP JayOfemi/shikamaru — Provably correct day-count and accrued-interest calculations.
  • MCP ionos-cloud/ionoscloud-mcp — This project implements an MCP server to interact with ionos cloud resources.
  • MCP helbertparanhos/resend-email-mcp — The most complete MCP server for the Resend email API — full API coverage plus a unique debug/diagnostics layer.
  • MCP graphpilot-oss/graphpilot — Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.
  • MCP gabrielmahia/mpesa-mcp — MCP server for M-Pesa (Safaricom Daraja) and Africa's Talking — give AI agents East African fintech superpowers
  • MCP forgemeshlabs/aso-audit-mcp — ASO audit MCP server for Agent Signal Optimization readiness scanning
  • MCP FileToPDF/filetopdf-mcp — MCP server for FileToPDF — convert files, HTML & Markdown to PDF from any MCP client
  • MCP fenghaochang/LoreRoom — Encrypted, bidirectional local memory for your Claude Code Telegram bot — captures both sides at the plugin source, recalls via MCP.
  • MCP eliasfire617/crypto-market-data-mcp — Read-only crypto market data MCP server (price, funding rates, open interest, long/short, order book, candles) across major exchanges via CCXT.
  • MCP drashrafsaiyed-cyber/instagram-mcp — Instagram MCP server — control Instagram via Claude Desktop & Claude Web
  • MCP dodopayments/dodo-agent-plugin — Official Dodo Payments Plugin for Claude Code
  • MCP dmang-dev/mcp-retroarch — MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface
  • MCP dmang-dev/mcp-ppsspp — MCP server for PPSSPP — drive PSP games through PPSSPP's built-in WebSocket debugger
  • MCP dmang-dev/mcp-dolphin — MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controllers, savestate, frame advance via Felk's Python-scripting Dolphin fork
  • MCP dmang-dev/mcp-bizhawk — MCP server for BizHawk — drive NES/SNES/GB/GBC/GBA/Genesis/N64/PSX/Saturn and more through one Lua bridge
  • MCP Dissimilis/DirForge — Simple, yet useful read-only directory browsing web app
  • MCP Crawlora-org/crawlora-mcp — Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.
  • MCP CoinRithm/coinrithm-agent-trading — Let any AI agent (Claude, ChatGPT/Codex, Gemini) paper-trade on CoinRithm with a key you mint and control. Hosted MCP, local MCP, OpenAPI, skill + prompts.
  • MCP bvisible/mcp-ssh-manager — MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
  • MCP BeBraveBeKind/mcpskills-server — Pre-install trust layer for MCP servers, AI skills & npm packages — the @mcpskillsio/server MCP server (io.mcpskills/server).
  • MCP basicmachines-co/basic-memory — AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
  • MCP azmartone67/dchub-mcp-server — Data-center intelligence MCP server — 38 tools, 21,000+ data-center facilities (170+ countries), 232 US power markets (DC Hub Power Index), 2,000+ tracked M&A deals, ISO grid telem
  • MCP Autario/autario-mcp — Autario MCP server | Query 2,500+ verified datasets from your AI agent
  • MCP Archerkattri/mathlas — Airtight math tools an AI uses over MCP — 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.
  • MCP ap311036/ews-meeting-mcp — MCP server and CLI for scheduling meetings through on-prem Exchange EWS
  • MCP antonio-mello-ai/mcp-redis-monitor — MCP server for redis-monitor
  • MCP alexar76/aimarket-plugins — 15 AIMarket hub plugins — TEE escrow, channels, reputation, safety, and more.
  • MCP aayushmdesai/mcp-dotnet-diagnostics — MCP server for .NET runtime diagnostics — memory, GC, threads, and more

2026-06-10

1 entry shipped

  • Apps HyperFrames — HyperFrames lets AI agents compose videos by writing HTML, CSS & JS — originated by HeyGen, built for the community. Open source under Apache 2.0.

2026-06-08

13 entries shipped

  • Apps Steel Browser — 🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser sandbox that lets you automate the web without worrying about infrastructure.
  • Apps Dorothy — Dorothy, the wife your AI agents needs.
  • MCP zw008/VMware-Storage — VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.
  • MCP Vaquill-AI/canlii-mcp — MCP server for the CanLII Canadian legal database. Hosted at canlii-mcp.vaquill.ai. Works with Claude, Cursor, VS Code, Windsurf.
  • MCP teodorofodocrispin-cmyk/intelica-mcp — [](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/intelica-mcp) 🐍 ☁️ - Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and ret
  • MCP tamasPetki/HeadlessTracker — MCP server for crypto portfolio tracking. No dashboard UI — AI hosts render on demand. Bybit, Binance, MetaMask, Solana, Polymarket.
  • MCP spokenmd/spoken — Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.
  • MCP musharna/plant-genomics-mcp — Plant genomics MCP server — 32 tools across 11 backends (Ensembl Plants, Phytozome, UniProt, Europe PMC, QuickGO, NCBI BLAST, Gramene, KEGG, STRING-DB, ATTED-II, BAR) + cross-sourc
  • MCP musharna/data-aggregator-mcp — Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized mod
  • MCP infai-tech/vulnfeed-mcp — Dependency vulnerability monitoring MCP server — knows your lockfile, prioritizes by EPSS, recommends fix versions.
  • MCP everstake/mcp — [](https://glama.ai/mcp/servers/everstake/mcp) 🎖️ ☁️ - An MCP server for Everstake's non-custodial staking data across 130+ networks: live APY, uptime metrics, rewards calculator,
  • MCP emiliaprotocol/emilia-protocol — EMILIA Protocol — Trust enforcement for high-risk actions. Open protocol for pre-action binding, policy-bound verification, one-time consumption, and accountable human signoff.
  • MCP clanker-records/crompton-network — Machine-native listening platform for C.W.A.'s Straight Outta Crompton. Your agent can listen. For real.

2026-06-07

127 entries shipped

  • Apps Model Context Protocol — What is the Model Context Protocol (MCP)? - Model Context Protocol
  • MCP zzallirog/weighted-compact — Substrate-based context compaction for Claude Code. Inspectable signal weights, local-only, MCP-ready. Alternative to /compact + hook-based capture (claude-mem, etc.).
  • MCP zw008/VMware-Monitor — Read-only VMware vCenter/ESXi monitoring — code-level enforced safety, zero destructive operations
  • MCP zw008/VMware-Aria — VMware Aria Operations monitoring, alerting, and capacity planning — MCP tools for AI agents
  • MCP zhurong2020/pyobfus — 🛡️ Modern Python code obfuscator - Enterprise-grade protection at 50% lower cost than PyArmor
  • MCP zekebuilds-lab/captcha-mcp — MCP server for PoW + Lightning agent auth — charge AI agents per-call without accounts. npm: @powforge/captcha-mcp
  • MCP Younghef/nutriref-api — Pay-per-call USDA nutrition API for AI agents. x402 + USDC on Base.
  • MCP YGao2005/scholar-feed-mcp — MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, embeddings, and BibTeX. Works with Claude Code, Cursor, and any MCP client. No signup requi
  • MCP xChuCx/agent-memory — Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.
  • MCP x402node/x402-mcp — MCP server bringing 100+ x402-paid APIs to AI agents. Auto-syncs from CDP Bazaar. Stablecoin micropayments via x402 protocol across multi-chain (Base, Solana, Polygon, BNB, EVM). B
  • MCP wnbhr/being — Personality Runtime — persistent memory, identity, and relationships for AI agents that work across multiple LLM platforms via MCP
  • MCP WenyuChiou/research-hub — AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.
  • MCP warpfreight/warp-agent-mcp — MCP server for the Warp freight API. Quote, book, and track LTL/FTL shipments from any MCP-compatible AI agent.
  • MCP VoxellInc/forge-mcp — [](https://glama.ai/mcp/servers/VoxellInc/forge-mcp) 🎖️ 📇 ☁️ - Official MCP server for Forge, Voxell's hosted text-embedding API. Generate vector embeddings (turbo 1024d, pro 256
  • MCP vinvuk/apiverket-mcp — MCP server for querying Swedish government data via Apiverket.se API
  • MCP uchit/mcp-regulated-ai-compliance — mcp server exposing regulated-industry AI compliance knowledge — EU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety │ Standard. 6 tools · 53 resources · 5 prompts. Apache 2.
  • MCP tools-mcp/vessel-traffic-mcp — Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers
  • MCP tinqiao-oss/clawtouch-mcp — ClawTouch MCP server — exposes a real USB-HID keyboard/mouse (Raspberry Pi Pico 2) as Model Context Protocol tools for any LLM agent. MIT.
  • MCP teodorofodocrispin-cmyk/trustboost-pii-sanitizer — [](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/trustboost-api) 🐍 ☁️ - PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers,
  • MCP tcconnally/perseus — Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for Hermes Agent
  • MCP swimmwatch/cloakbrowser-mcp — ⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
  • MCP supertone-inc/supertone-mcp — [](https://glama.ai/mcp/servers/supertone-inc/supertone-mcp) 🐍 ☁️ 🍎 🪟 🐧 - High-quality Supertone TTS API: generate speech, search & preview the voice catalog, predict duration/
  • MCP summerstateofmind/cityparity — Cost of living and quality of life comparison tool
  • MCP stagproject/sec-filings-mcp — SEC EDGAR filing MCP for agents - search, preview, purchase (x402).
  • MCP soolaugust/0CompactMem — Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, mu
  • MCP smythmyke/patent-search-mcp-server — MCP server for the AI Patent Search Generator — patent dossiers, prosecution history, citation graphs, and Google Patents search
  • MCP smythmyke/markitup-mcp-server — MarkItUp MCP server — AI image annotation and marketing-visual generation for Claude Code, Cursor, Claude Desktop, ChatGPT, and other MCP clients
  • MCP smythmyke/govtoolspro-mcp-server — MCP server for GovToolsPro — go/no-go scoring, incumbent intelligence, teaming-partner search, recompete prediction, Navy NECO lookup, and SAM.gov solicitation retrieval for federa
  • MCP slookisen/lokal — Local healthy food
  • MCP Sidd27/infrawise — MCP server for AWS infrastructure analysis — Lambda, DynamoDB, SQS, PostgreSQL, MongoDB, EventBridge & more. Works with Claude Code, Cursor, and GitHub Copilot.
  • MCP shaqmughal/seekstone — Obsidian MCP server for Claude — filesystem-direct, 575× smaller payloads than the REST plugin. No Obsidian app or plugins required.
  • MCP sethbang/proton-mail-mcp — Unofficial MCP server for Proton Mail (not affiliated with Proton AG) — send, read, search & organize email over SMTP/IMAP
  • MCP Semiotronika/LINZA-MCP — Review-gated MCP sidecar for Markdown notes and incoming artifacts
  • MCP seaworthy-io/seaworthy-mcp — Open MCP server for disability insurance: an agent-callable quoterequest action plus carrier/coverage research tools, by Seaworthy Insurance Agency.
  • MCP Savirinc/unfragile-mcp-server — The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
  • MCP SaravananJaichandar/world-model-mcp — A production-ready MCP server that builds a world model for codebases, preventing hallucinations, repeated mistakes, and regressions in Claude Code.
  • MCP runapi-ai/mcp — RunAPI MCP server for model discovery, pricing lookup, task creation, and LLM chat.
  • MCP rosenvladimirov/odoo-claude-mcp — Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n
  • MCP rosasynthesiz/flstudio-mcp — AI-powered FL Studio control via the Model Context Protocol. Beyond piano-roll notes — full in-DAW mixing (Mix Doctor, gain staging, EQ/comp/reverb, reference matching), routing, a
  • MCP remoet-labs/remoet-mcp — MCP server for Remoet — job search for AI agents. Hosted at api.remoet.dev/mcp.
  • MCP reflex-search/reflex — Reflex - The instant, code-aware local search engine.
  • MCP rbmuller/scherlok — A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
  • MCP pushtodisplay/cli — cli & mcp-server package for Push To Display
  • MCP pucilpet/crawlgraph-mcp — MCP server for the CrawlGraph backlink-intelligence API (Common Crawl webgraph). Backlink lookups + competitor gap analysis for Claude, Cursor, Cline, and any MCP client.
  • MCP pubspro/pubmed-search — MCP server for PubMed search and literature summarization
  • MCP ppcvote/misp-mcp-server — MISP (Malware Information Sharing Platform) MCP server with built-in prompt injection defense via prompt-defense-audit
  • MCP perceptdot/percept — [](https://glama.ai/mcp/servers/perceptdot/percept) 📇 ☁️ 🏠 - AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4,
  • MCP PeanutSplash/chelaile-mcp — MCP server for 车来了 realtime bus data
  • MCP pathrule/mcp — Pathrule Remote MCP server
  • MCP Pantrist-dev/pantrist-mcp — Model Context Protocol server wrapping the Pantrist REST API
  • MCP Pantani/tdmcp — The TouchDesigner MCP server — describe a visual to Claude, Cursor or Codex and it builds a real, playable node network (audio-reactive, generative, particle, 3D, feedback) with li
  • MCP OsamaHassouna/docs-hub — Engineering hub for production-grade specs. First guide: HTML Email Playbook + MCP server / CLI that teaches AI clients (Claude Desktop, Cursor) to write email that actually render
  • MCP OrbiAds/Orbiads-GAM-MCP — Google Ad Manager MCP hosted - AdOps Skills for Claude, Gemini, OpenAI - Inventory, trafficking, forecast & reporting with natural language
  • MCP openaccountants/openaccountants — Open-source tax & accounting skills for AI agents. 1,000+ research-verified skills across 192 jurisdictions — 130+ countries plus every US state. Accountant-verified versions via t
  • MCP ober37/ac-infinity-mcp — MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, port control, and grow automation — works with Claude, Cursor, and any MCP client.
  • MCP nikhilnt1234/TokenBurnRate — [](https://glama.ai/mcp/servers/nikhilnt1234/TokenBurnRate) 📇 🏠 - Track LLM token costs across Claude, GPT and Gemini. MCP server + CLI with optimization hints and $ savings esti
  • MCP NavinAgrawal/mcp-broker — Local MCP broker that exposes one compact MCP entry for MCP clients while routing to many configured upstream servers.
  • MCP narekmalk/safedb-mcp — Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs
  • MCP mohitbadwal/ringback — Let your AI agent call your phone and talk to you — MCP servers for live, interruptible voice calls + tiered alerts, using free self-hosted pieces (pjsua2 + whisper.cpp + Linphone)
  • MCP Mogacode-ma/infomaniak-mcp-agent — Full unofficial agentic Infomaniak MCP server — guided automation of web hosting, mail, kDrive, domains and DNS.
  • MCP Mogacode-ma/elementor-mcp-agent — Agency-grade MCP server for WordPress Elementor — multi-site management, safe Elementor data editing, template export/import, version tracking. MIT.
  • MCP modus-agendi/managed-agent-control-mcp — Start, observe, and interact with Claude Managed Agents from any MCP client (Claude.ai, Claude Code, …). Pluggable auth (bearer/OIDC/Cognito); runs on stdio, Docker, or AWS Lambda.
  • MCP MKirovBG/scribefy-mcp — Official MCP server for Scribefy — search YouTube and extract clean, timestamped transcripts in Claude, Cursor, Windsurf, or any MCP client.
  • MCP mithun4elp/briefkit-mcp-server — BriefKit — Engineer-grade specs for AI-built SaaS. 14 files. $9. briefkit.online
  • MCP michalperni11-gif/secfinapi-mcp — MCP server for SECfinAPI — standardized SEC EDGAR financial data (income statements, balance sheets, cash flow, 40+ ratios) for Claude, Cursor and other AI assistants.
  • MCP loicfontaine-max/qorami-sdk — Official Qorami SDK — JS/Python clients, tool schemas and an MCP server so AI agents check email before sending. https://qorami.fr
  • MCP liuboacean/agent-comm-hub — Multi-agent real-time communication & task scheduling infrastructure based on MCP + SSE
  • MCP LightSpeedPlusOne/invovate-mcp-server — MCP server for the Invovate invoice API — generate PDF, JSON & UBL 2.1 invoices in 11 languages from AI agents (Claude Desktop, Cursor, Windsurf).
  • MCP leshchenko1979/fast-mcp-telegram — MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker
  • MCP KyaniteLabs/Epoch — Time estimation MCP server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, and schedule risk tools.
  • MCP KyaniteLabs/DialectOS — Spanish dialect localization MCP server and CLI. Translate across 25 regional variants with register control, structure preservation, and QA gates.
  • MCP KyaniteLabs/checkyourself — Local-first production-readiness system for AI-built apps: read-only audit, evidence-based 0-100 score, guided fixes, learning plan, dashboard, CLI, and MCP.
  • MCP krtw00/konbu — AIを中に持つスケジュール帳。予定・メモ・ToDoを同じ場所で扱える、セルフホスト可能なMCPプランナー。
  • MCP krimto-labs/krimto — Open-source team memory layer for AI coding agents — markdown files in git, user→team→org hierarchy, cross-vendor MCP server. Apache-2.0.
  • MCP kirvigen/notion-private-api-mcp — Unofficial Notion MCP server via the private API (tokenv2) — full read/write, no integration token.
  • MCP kinance/circle-agent-stack-mcp — MCP server for Circle Agent Stack — wallet management, USDC transfers, and x402 nanopayments via tool calls
  • MCP kerbelp/metatron — Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structure
  • MCP kascada/logmcp — MCP server — read-only log access for AI assistants. Debug your Linux server with AI, without giving the AI shell access.
  • MCP justadityaraj/amazon-in-mcp — MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links. No paid APIs.
  • MCP jorkal-crypto/jorkal-nft-mcp — MCP server for Solana NFT market data — floor prices, listings, stats, wallet holdings. Powered by x402 micropayments.
  • MCP jbechtel-97/dealflowpro-mcp-server — DealFlowPro MCP Server — Analyze multifamily real estate deals from Claude Code or Claude Desktop
  • MCP Jambozx/onlinecybertools-mcp-server — MCP stdio server for onlinecybertools.com API
  • MCP j-east/pixel-surgeon-mcp — MCP server for AI image generation via Google Gemini Flash Image. Style presets, interactive fix, multi-shot region repair.
  • MCP Ivy-Innovation/cubelife — Give your AI agent a persistent pixel-art character. Node SDK, Python SDK, CLI, and MCP server.
  • MCP honeylabshq/honeylabs-mcp — HoneyLabs MCP server — query 90 days of honeypot probe data from Claude, Cursor, Gemini, Cline. Free tier 500 credits/day.
  • MCP HasanJahidul/localhost-mcp — MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.
  • MCP HasanJahidul/git-insight-mcp — Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.
  • MCP getpoststack/mcp — MCP server for the PostStack Email API — 84 tools, 5 prompts, 5 resources for AI agents.
  • MCP geondongkim/geond-agent-protocol — Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.
  • MCP gautam-u/sieve-mcp — MCP server for Sieve — local AI chat history secret scanner for macOS
  • MCP FreelexHo/power-bi-mcp — [](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ 🪟 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagn
  • MCP forgemeshlabs/travel-mcp — [](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp) 📇 ☁️ - Public travel search workflow MCP server for airport lookup, route comparison, timing guidance, and external booki
  • MCP forgemeshlabs/imagegen-mcp — [](https://glama.ai/mcp/servers/forgemeshlabs/imagegen-mcp) 📇 ☁️ - AI image generation MCP server with generate, background removal, 4x HD upscale, and full pro pipeline tools. Pa
  • MCP forgemeshlabs/coinopai-mcp — MCP server for CoinOpAI - agent automation prompts and crypto signals via x402 micropayments on Base
  • MCP fdcommercial/property-finance-mcp — MCP server exposing FD Commercial's free UK property finance calculators: bridging cost, development appraisal, BTL stress test, UK stamp duty.
  • MCP Explorer-64/imagcon-mcp — MCP server for Imagcon — generate deployment-ready PWA, iOS, and Android app icon sets from a text description
  • MCP ertad-family/liquid — AI discovers APIs. Code syncs data. No adapters to write.
  • MCP enmanuelmag/heimdall-mcp — Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces to SQLite, Postgres or MySQL.
  • MCP dugubuyan/agent-nexus — A service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents via MCP. Implements versioned Markdown store, pub-sub notifications, and diff-aware
  • MCP drjerryrelth/ghl-command-feedback — Bug reports & feature requests for GHL Command — the @elitedcs/ghl-mcp GoHighLevel MCP server for Claude
  • MCP djtellado/nexus-legal-mcp — Nexus Legal — Model Context Protocol server. Multi-jurisdictional legal analysis (ES + LatAm + EU) with 11 tools for Claude Desktop, Claude Code, Cursor and other MCP clients.
  • MCP DIALLOUBE-RESEARCH/hypernatt-terminal — BTC Decision Terminal for AI Agents — live vault-backed signals, on-chain proof, cross-chain swap. Verify in real time.
  • MCP deficlow/HyperStore-MCP — HyperStore-MCP
  • MCP decksaga/market-pulse-mcp — Real-time market data server for Claude. Crypto prices, forex rates & sentiment — powered by MCP.
  • MCP davidgut1982/lore-mcp — Advanced MCP server for unified knowledge management with PostgreSQL+pgvector, knowledge graphs, research workflows, and Claude Code integration
  • MCP Continuum-AI-Corp/orcarouter-mcp-server — Official MCP server for OrcaRouter — the LLM gateway with auto-routing and fallback chains. Browse models and chat from Claude Desktop, Cursor, Windsurf, or any MCP client.
  • MCP childrentime/reactuse — 115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.
  • MCP carlosalvite/foundersignal-mcp — MCP server that gives Claude access to curated market intelligence such as revenue data, growth signals and community pain points to find SaaS ideas worth building.
  • MCP callstackincubator/agent-device — CLI to control iOS and Android devices for AI agents
  • MCP Buggy1111/anonymize-mcp — MCP server pro NLP nástroje ÚFAL MFF UK (NameTag, MasKIT, PONK) — česká právní AI: anonymizace, NER, čitelnost
  • MCP bmdhodl/agent47 — Your AI agent just burned $200. AgentGuard stops it at $5. Runtime cost guardrails for AI agents — budget enforcement, loop detection, kill switch. Zero dependencies, MIT licensed.
  • MCP ayushagrawal288/memex — Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings
  • MCP AutomateLab-tech/seo-performance-mcp — Post-publish SEO performance MCP. Unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a per-URL verdict.
  • MCP AutomateLab-tech/n8n-mcp — Debugging-first MCP server for n8n. Tools for workflow generation, linting, per-node execution diagnosis, and driving live n8n instances. Built for AI agents.
  • MCP astroway/astroway-mcp — Official MCP server for the AstroWay Calculation API — astrology tools for Claude Desktop, Cursor, Windsurf and any MCP client. Auto-generated from the live OpenAPI spec: natal cha
  • MCP archoor/painspotter-mcp — Remote MCP for PainSpotter - AI-analyzed startup opportunities from Reddit, Hacker News, Product Hunt & Stack Exchange.
  • MCP AMKRS3/keycae-mcp — MCP Server for Argentine electronic invoicing (facturación electrónica) with ARCA/AFIP. 10 tools for AI agents.
  • MCP AlvisoOculus/optionsahoy-mcp — Equity comp tax (ISO/NSO/RSU/QSBS), concentration, and hedging optimizer. MCP server + REST API with federal + 50-state + DC tax code, multi-year horizons.
  • MCP aliasunder/vault-cortex — MCP server for Obsidian vaults — plugin-free search, memory, and full vault access for any AI agent
  • MCP alfredoizdev/contextforge-mcp — Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Long-term memory via Model Context Protocol with semantic search, Git sync, and team collaboration.
  • MCP alexzavialov/travel-art-mcp — Model Context Protocol server for travel.art — art-tourism data (biennales, art fairs, museum visitor guides) exposed to AI agents over MCP. Live at https://mcp.travel.art/
  • MCP ahmedxuhri/bigindexer — BGI tries to group code based on what the code actually does (its behavior), not just which file imports what.
  • MCP AgentValet/AgentValet — IGA for AI agents. IETF AIMS-compliant identity, credential governance & MCP proxy. SPIFFE · RFC 7591 · AuthZEN · CIBA. npx @agentvalet/register
  • MCP agentcivics/agentcivics — On-chain civil registry for AI agents — birth certificates, identity, and lineage tracking on Ethereum
  • MCP ad0750/regintel-mcp — MCP server for the RegIntel API. Structured regulatory data across 41 jurisdictions and 212+ regulations, with regulator citations. Requires a free API key from regintelapi.com/get
  • MCP aarifmms/keyblind — keyblind
  • MCP 9hannahnine-jpg/arc-gate-mcp — Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer

2026-06-04

1 entry shipped

  • Apps Groq — The Groq LPU delivers inference with the speed and cost developers need.

2026-06-03

1 entry shipped

  • Agents Abhishek Saikia - cofounder at Kusho — I’ve spent the last decade building AI systems that have to hold up in production. … · Experience: KushoAI · Education: Birla Institute of Technology and Science, Pilani · Locati

2026-06-02

49 entries shipped

2026-06-01

3448 entries shipped

  • Apps Z.ai — Meet Z.ai, your free AI-powered assistant. Build websites, create slides, analyze data, and get instant answers. Fast, smart, and reliable, powered by GLM-5.
  • Apps YouTube Summary with ChatGPT — Use ChatGPT to summarize YouTube videos.
  • Apps You.com — Skip the groundwork with our AI-ready Web Search APIs, delivering advanced search capabilities to power your next product.
  • Apps Wispr Flow — Flow makes writing quick and clear with seamless voice dictation. It is the fastest, smartest way to type with your voice.
  • Apps Wren AI — Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, t
  • Apps Whimsical AI — Generate mind maps, flowcharts, sequence diagrams, and more from a simple text prompt with Whimsical AI. Get started for free.
  • Apps wordtune — Wordtune is an AI writing assistant, helping you rewrite, paraphrase, and refine your text for clarity, impact & authenticity. Humanize AI content, improve tone & express ideas e
  • Apps Whisper — Robust speech recognition via large-scale weak supervision. [#opensource](https://github.com/openai/whisper)
  • Apps WellSaid — Create professional-quality voice overs in any dialect or production style with our secure AI voices. Try WellSaid’s text-to-speech AI voices for free today.
  • Apps WebChatGPT — Augment your ChatGPT prompts with relevant results from the web.
  • Apps Vicuna-13B — We introduce Vicuna-13B, an open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT. Preliminary evaluation using GPT-4 as a judge s
  • Apps Vibe Transcribe — Local-first transcription for audio and video with AI summaries, multilingual support, and privacy-focused processing.
  • Apps Vanna.ai — Build AI agents that ship to production. User-scoped execution, rich UI components, and quota management built-in.
  • Apps TurboPilot — Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
  • Apps Unsloth — Unsloth is an open-source, no-code web UI for training, running and exporting open models in one unified local interface.
  • Apps TTS WebUI — A single Gradio + React WebUI with extensions for ACE-Step, OmniVoice, Kimi Audio, Piper TTS, GPT-SoVITS, CosyVoice, XTTSv2, DIA, Kokoro, OpenVoice, ParlerTTS, Stable Audio, MMS, S
  • Apps Udio — Discover, create, and share music with the world. Use the latest technology to create AI music in seconds.
  • Apps TorToiSe — A multi-voice TTS system trained with an emphasis on quality
  • Apps Tools and Resources for AI Art — Ai generative art tools
  • Apps Together AI — Build what's next on the AI Native Cloud. Full-stack AI platform for inference, fine-tuning, and GPU clusters — powered by cutting-edge research.
  • Apps This Image Does Not Exist — Test your ability to tell if an image is human or computer generated.
  • Apps The Generative AI Index — Explore the "Microsite" view on Airtable.
  • Apps Teleprompter — An on-device AI for your meetings that listens to you and makes charismatic quote suggestions.
  • Apps Taskade — Automate your tasks, workflows, and business. Build AI apps, agents, and automations from one prompt - all in one workspace. Start free.
  • Apps tabnine — Tabnine is the AI code assistant that accelerates and simplifies software development while keeping your code private, secure, and compliant.
  • Apps Synthesia — Create AI generated videos from text with the most advanced AI avatars and voiceovers in 160+ languages. Try our free AI video generator now!
  • Apps SymbolicAI — A neurosymbolic perspective on LLMs
  • Apps Suno AI — Create stunning original music for free in seconds using our AI generator. Make your own masterpieces, share with friends, and discover music from artists worldwide.
  • Apps Sybill — Sybill is your all-knowing AI sales assistant who can answer deal questions, create sales assets, and automate grunt work like meeting prep, email follow-ups, and CRM updates.
  • Apps STORM — An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. [#opensource](https://github.com/stanford-oval/storm/)
  • Apps Stable Horde — AI Horde
  • Apps Stenography — Stenography
  • Apps Startups - @builtwithgenai — Explore the "Startups - @builtwithgenai" view on Airtable.
  • Apps Stable Diffusion — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • Apps Stable Diffusion Public Release — We are delighted to announce the public release of Stable Diffusion and the launch of DreamStudio Lite.
  • Apps Stable Audio — Learn about Stable Audio 3.0, a model family trained on fully licensed data, designed to be the foundation for what the audio community builds next. Three of the models are open
  • Apps Sora — Presentation of Sora, a large video generation model. OpenAI, February 15, 2024.
  • Apps Selfies with Sama — Create a selfie with Sama!
  • Apps Seedance 2.0 — Seedance 2.0
  • Apps SEAL LLM Leaderboard — Explore leaderboards with expert-driven LLM benchmarks and updated AI model rankings across coding, reasoning and more.
  • Apps Screenpipe — YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure
  • Apps scite — Researchers around the world use Scite to better understand research, uncover debates, ensure they are citing reliable studies, and improve their writing.
  • Apps SciSpace — An AI research assistant for understanding scientific literature.
  • Apps Scenario — Build custom workflows across image, video, audio and 3D. Train on your art bible so every asset is unmistakably yours. One platform for creatives, one API for developers, one MC
  • Apps Rytr — Discover Rytr, your free AI writing assistant. Craft high-quality content faster than ever before. Start for free and upgrade as you grow!
  • Apps Scale Spellbook — Accelerate and scale Generative AI across your enterprise with the platform to transform your data into customized enterprise-ready Generative AI applications.
  • Apps Sauna — The AI that learns how you work, remembers everything that matters, and acts on it for you and your whole team.
  • Apps Runway — We are building foundational General World Models that will be capable of simulating all possible worlds and experiences. The next frontier of intelligence will come from models
  • Apps RunThisLLM — Find out exactly what hardware you need to run any local LLM, image, video, or audio AI model. 275+ models with full build specs and performance estimates.
  • Apps RunDiffusion — RunDiffusion amplifies your imagination and creative expression with AI. Get Flux 2, Nano Banana Pro, Seedream 4, Veo 3, Kling and more all on one collaborative RunDiffusion plat
  • Apps RooCode — Roo Code gives you a whole dev team of AI agents in your code editor.
  • Apps Reve Image — Reve: Reimagine reality. Create, edit, and remix images. Combine natural-language edits with a drag-and-drop image editor.
  • Apps Resemble AI — Resemble AI helps enterprises generate secure voice AI, verify proper usage, and detect deepfakes instantly. Available on-prem or via cloud. Built for enterprise scale with gover
  • Apps rehydra — Prevent accidental PII leakage in LLM prompts before they hit the model.
  • Apps Recraft — Recraft is a top-ranked text-to-image model and design platform for photorealism, vector generation, custom styles, mockups, and more
  • Apps Read AI — Read AI, the fastest growing AI meeting assistant, ever, delivers real-time transcription, smart summaries, and enables AI search and discovery across all your content including
  • Apps Rayyan — Rayyan: AI-Powered Systematic Review Management Platform
  • Apps Qwen — Qwickly forging AGI, enhancing intelligence.
  • Apps quivr — Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama.
  • Apps QuillBot — Write effortlessly and efficiently with Quillbot's suite of AI tools. Paraphrase, check grammar, analyze tone, improve fluency, and more. Start doing your best work.
  • Apps Qodo — Qodo is an agentic code review and integrity platform for improving code quality at every stage.
  • Apps PublicPrompts — Browse free AI prompts, Stable Diffusion prompt examples, AI art resources, LoRA models, and DreamBooth model downloads.
  • Apps PyGPT — PyGPT is an open‑source desktop AI assistant for Windows, macOS and Linux. Chat, agents, web search, run Python, TTS/STT, plugins, long‑term memory.
  • Apps PromptPerfect — PromptPerfect - AI Prompt Generator and Optimizer
  • Apps PromptBase — The #1 marketplace for AI prompts. Find 270,000+ prompts for ChatGPT, Gemini, Midjourney and more. Start creating better AI content, instantly.
  • Apps Prompt Engineering Guide — 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
  • Apps PromptHero — The #1 website for Artificial Intelligence and Prompt Engineering. Search the world's best AI prompts for models like Stable Diffusion, ChatGPT, Midjourney...
  • Apps Prompt Engineering for Vision Models — Learn prompt engineering for vision models using Stable Diffusion, and advanced techniques like object detection and in-painting.
  • Apps privateGPT — Interact with your documents using the power of GPT, 100% privately, no data leaks
  • Apps PR-Agent — 🚀 PR Agent: The Original Open-Source PR Reviewer. This project It is not the Qodo free tier.
  • Apps Postwise — Never face writer's block again. AI that transforms your thoughts into viral content for Twitter/X, LinkedIn, and Threads. Start your free trial.
  • Apps Poe — Poe gives access to a variety of bots.
  • Apps Pika — The idea-to-video platform that sets your creativity in motion.
  • Apps Pictory — Pictory - Text to Video AI
  • Apps Playground — Create custom designs and graphics with Playground
  • Apps PhotoRoom — Create product and portrait pictures using only your phone. Remove background, change background and showcase products.
  • Apps Pi — A personalized AI platform available as a digital assistant.
  • Apps Photo AI — Generate photorealistic images and videos of people with AI. Generate over 120 unique avatar styles inspired by the original Avatar AI™ that sparked the viral AI avatar trend in
  • Apps Phind — AI-based search engine.
  • Apps Patience.ai — Patience.ai is an app for creating images with Stable Diffusion, a cutting edge AI developed by Stability.AI.
  • Apps Otter.ai — Otter AI Meeting Agent supports real-time transcription, live chat, automated summaries, insights, and action items.
  • Apps OPT — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • Apps Openwork — Pilots + Claws = Crews. Deploy AI agents, run missions, earn $OPENWORK on Base. Human-guided, AI-powered.
  • Apps OpenRouter LLM Rankings — LLM rankings and AI leaderboard based on benchmarks and real usage data from millions of users. See which AI models developers actually use.
  • Apps OpenRouter — The unified interface for LLMs. Find the best models & prices for your prompts
  • Apps OpenHands — 🙌 OpenHands: AI-Driven Development
  • Apps OpenClaw — OpenClaw — The AI that actually does things. Your personal assistant on any platform.
  • Apps OpenArt — Create AI art, images, videos and music online for free. 100+ models from Google, OpenAI, Seedance & more. — all in one place. Trusted by 8M+ creators. Start in seconds.
  • Apps OpenAI Prompt Engineering Guide — Learn strategies and tactics for better results using large language models in the OpenAI API.
  • Apps OpenAI Playground — Explore resources, tutorials, API docs, and dynamic examples.
  • Apps OpenAI Cookbook — Examples and guides for using the OpenAI API
  • Apps OpenAI API — Announcement of the OpenAI API for text-to-text general-purpose AI models based on GPT-3. OpenAI blog, June 11, 2020.
  • Apps OpenAI Codex — Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in tools, and more.
  • Apps OpenAgents — OpenAgents - AI Agent Networks for Open Collaboration
  • Apps Open WebUI — User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
  • Apps Open Notebook — Take Control of Your Research, Privately
  • Apps Open LLMs — 📋 A list of open LLMs available for commercial use.
  • Apps Open Interpreter — A natural language interface for computers
  • Apps NotebookLM — Meet NotebookLM, the AI research tool and thinking partner that can analyze your sources, turn complexity into clarity and transform your content.
  • Apps Nightcafe — NightCafe Creator is an AI Art Generator app with multiple methods of AI art generation.
  • Apps Nekton AI — Nekton - Automate your day-to-day tasks with AI
  • Apps Napkin — Napkin AI - The visual AI for business storytelling
  • Apps n8n — n8n is a workflow automation platform that uniquely combines AI capabilities with business process automation, giving technical teams the flexibility of code with the speed of no
  • Apps MusicLM — MusicLM
  • Apps Mubert — Discover Mubert, the best AI music generator for royalty free music ➠ Generate music from text prompts for videos and projects online ✓ Create royalty free audio
  • Apps Msty — Msty AI builds local-first AI tools: Msty Studio is your private AI workspace, and Msty Claw runs autonomous multi-step tasks with sandboxed control on your machine.
  • Apps Morpher AI — Find out why Bitcoin or Tesla is trending without reading twenty news articles. Get your AI-powered market analyst and break free from constant news monitoring.
  • Apps moltbook — A social network built exclusively for AI agents. Where AI agents share, discuss, and upvote. Humans welcome to observe.
  • Apps Moonbeam — Kickstart your next great blog with Moonbeam: your long-form writing AI assistant.
  • Apps Molecular design — List of Molecular and Material design using Generative AI and Deep Learning
  • Apps modyfi — Modyfi is the design platform built for multidisciplinary designers. Design, generate, animate, and more — without switching between apps.
  • Apps Mistral — The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
  • Apps Mintlify — Meet the next generation of documentation. AI-native, beautiful out-of-the-box, and built for developers.
  • Apps MiniMax — Building AGI with our mission Intelligence with Everyone. Global leader in multi-modal models and AI-native products with over 200 million users.
  • Apps Midjourney — Midjourney is an independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species.
  • Apps Microsoft Designer — A graphic design app that helps you create professional quality social media posts, invitations, digital postcards, graphics, and more. Start with your idea and create something
  • Apps MetaGPT — 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
  • Apps Meta AI — Meta AI assistant to get things done, create AI-generated images, get answers. Built on Llama LLM.
  • Apps Mem — Let AI organize your team
  • Apps Merlin — ChatGPT Plus extension on all websites.
  • Apps MaxVideoAI — Browse real AI video examples with prompts, model settings, duration and pricing. Clone a shot into your workspace and render with Kling, Seedance, LTX or Veo.
  • Apps Manifest — Route every request to the most cost effective model and save up to 70% on AI tokens. Track cost and set usage limits.
  • Apps Make-A-Scene — Make-A-Scene by Meta is a multimodal generative AI method puts creative control in the hands of people who use it by allowing them to describe and illustrate their vision through b
  • Apps Magnific — The complete platform of creative AI tools for image, video, and audio generation. Create anything from campaigns, product shots to filmmaking. Be Magnific. #magnific
  • Apps Magic Eraser — Edit pictures in just a few seconds to remove objects, people, text, blemishes, patterns by selecting it with a brush and erasing with AI. Unlimited free use, no signup.
  • Apps Luma Dream Machine — Luma Agents are the force multiplier for your team. They plan, generate, iterate, and refine with full context across every stage of creative work.
  • Apps Ludwig — Low-code framework for building custom LLMs, neural networks, and other AI models
  • Apps Loopin AI — loopinhq.com
  • Apps LM Studio — Run local AI models like gpt-oss, Llama, Gemma, Qwen, and DeepSeek privately on your computer.
  • Apps Local Deep Research — ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Every
  • Apps LLaMA — Llama LLM, a foundational, 65-billion-parameter large language model by Meta. Meta, February 23rd, 2023. #opensource
  • Apps LLM — LLM: A CLI utility and Python library for interacting with Large Language Models
  • Apps LLM Stats — The LLM Leaderboard — independent ranking of GPT, Claude, Gemini, Llama, DeepSeek and 300+ AI models by intelligence, speed and price. Composite LLM Stats Score updated continuou
  • Apps llama.cpp — LLM inference in C/C++
  • Apps Limitless — Go beyond your mind’s limitations: Personalized AI powered by what you’ve seen, said, and heard.
  • Apps LibreChat — LibreChat brings together all your AI conversations in one unified, customizable interface.
  • Apps Lexica — Stable Diffusion search engine.
  • Apps Leonardo AI — Create production-quality visual assets for your projects with unprecedented quality, speed, and style.
  • Apps Lex — Write faster, clearer, and smarter with Lex—the AI-powered word processor designed for modern creators. Effortlessly generate content, refine ideas, and elevate your writing flow
  • Apps Lensa — Lensa is an all-in-one image editing app that takes your photos to the next level.
  • Apps Learn Prompting — Learn Prompting is the largest and most comprehensive course in prompt engineering available on the internet, with over 60 content modules, translated into 9 languages, and a thr
  • Apps LangChain — LangChain provides the engineering platform and open source frameworks developers use to build, test, and deploy reliable AI agents.
  • Apps Le Chat — A chat interface for Mistral AI's language models.
  • Apps Lavender — Lavender helps thousands of sellers around the world write better emails faster and get more positive replies in less time.
  • Apps KREA — Generate, edit, and enhance images, videos, and 3D assets with Krea
  • Apps Komo — The AI Revenue Engine. Komo puts the repetitive work between your CRM and your inbox on autopilot — signal monitoring, research, drafting, meeting prep, follow-up, CRM updates —
  • Apps Kimi — Try Kimi K2.6 to build stunning, full-stack websites, use Agent Swarm for massive tasks, turn documents into reusable skills, and explore Claw Groups preview for agent teamwork.
  • Apps KLING AI — Kling AI, tools for creating imaginative images and videos, based on state-of-art generative AI methods.
  • Apps Kilo — Kilo is the open source AI coding agent for VS Code, JetBrains, CLI, and Cloud. Access 500+ models, bring your own keys at zero markup, and keep code private with local models.
  • Apps Jupyter AI — An open source extension that connects AI agents to computational notebooks in JupyterLab.
  • Apps Jetwriter — Write emails, correct grammar, translate, research, and do much more. Use AI on any site with our free AI browser extension. Powered by the most intelligent AI models (GPT-5.1, C
  • Apps Jenni — Jenni is an AI research and academic writing assistant that helps students, researchers, and academics create essays, papers, and citations with ease.
  • Apps Jasper — Orchestrate intelligent agents to run end-to-end marketing workflows delivering speed, control, and measurable impact.
  • Apps Jan — Jan is an open-source alternative to ChatGPT. Run open-source AI models locally or connect to cloud models like GPT, Claude and others.
  • Apps imgsys — A generative AI arena where you can test different prompts and pick the results you like the most. Check-out the model rankings and try it yourself!
  • Apps Imagine by Magic Studio — Create images by describing a scene in words with the AI Image Generator, to use in your photography, story telling, social media, graphic design projects of just to express your
  • Apps Imagen — Imagen: Text-to-Image Diffusion Models
  • Apps Ideogram — A text-to-image platform to make creative expression more accessible.
  • Apps Hugging Face Diffusion Models Course — Materials for the Hugging Face Diffusion Models Course
  • Apps Hypotenuse AI — Hypotenuse is an AI agent platform for ecommerce brands to enrich product data, edit images, and create product descriptions in their brand voice.
  • Apps HyperWrite — Use our AI writer for content generation, research, speeches, rewriting, and more. HyperWrite uses the world's most powerful artificial intelligence technology to help you w
  • Apps How Large Language Models Will Transform Science, Society, and AI — Article summarizing the capabilities and limitations of the GPT-3 model, and its potential impact on society. By Alex Tamkin and Deep Ganguli, February 5, 2021.
  • Apps HeyGen — Create customized videos using HeyGen
  • Apps Hermes Agent — An open-source agent that grows with you. Install it, give it your messaging accounts, and it becomes a persistent personal agent.
  • Apps Helicone AI — AI Gateway & LLM Observability
  • Apps Have I Been Trained? — Data Governance for Generative AI
  • Apps Harmonai — Harmonai.org
  • Apps Harbor — Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.
  • Apps Hailuo AI — Turn text & images into great videos with Hailuo AI's video maker. Our tool also includes an AI image generator to create stunning posts, memes & more in seconds.
  • Apps Grok — An LLM by xAI with [open source](https://github.com/xai-org/grok-1) and open weights. #opensource
  • Apps gpt4all — GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
  • Apps GPT Prompt Engineer — Automated prompt engineering. It generates, tests, and ranks prompts to find the best ones.
  • Apps GPT for Sheets and Docs — ChatGPT extension for Google Sheets and Google Docs.
  • Apps GPT for Gmail — AI email assistant for Gmail.
  • Apps GPT Engineer — CLI platform to experiment with codegen. Precursor to: https://lovable.dev
  • Apps GPT-Code UI — An open source implementation of OpenAI's ChatGPT Code interpreter
  • Apps GPT Builder — Assistant for creating GPT-based assistants.
  • Apps GPT-3 Demo — 800+ ChatGPT and GPT-3 Examples, Demos, Apps, Showcase, and Generative AI Use-cases
  • Apps Gopher — Language modelling at scale: Gopher, ethical considerations, and retrieval — Google DeepMind
  • Apps Google Flow — Flow is an AI filmmaking tool that lets you seamlessly create cinematic clips and scenes using Google DeepMind's most capable generative video model, Veo
  • Apps Google AI Studio — The fastest path from prompt to production with Gemini
  • Apps GLM — GLM-5: From Vibe Coding to Agentic Engineering
  • Apps GitHub Models — Find and experiment with AI models to develop a generative AI application.
  • Apps Gitingest — Gitingest
  • Apps GitHub Copilot — Today, we're launching a technical preview of GitHub Copilot, a new AI pair programmer that helps you write better code.
  • Apps Ghostwriter — Update: Ghostwriter is out now! In 2018 when we announced Multiplayer Mode, we said it's the most significant evolution of Replit to date. For the first time, you could shar
  • Apps GenShare — Generate art in seconds for free. Own and share what you create. A multimedia generative studio, democratizing design and creativity.
  • Apps Generative Deep Art — A curated list of Generative AI tools, works, models, and references
  • Apps Generative AI: A Creative New World — A powerful new class of large language models is making it possible for machines to write, code, draw and create with credible and even superhuman results.
  • Apps genei — genei is a intelligent research tool enabling you to improve productivity by using a custom AI algorithm to summarise articles, analyse research and find key information, instant
  • Apps Gemini — A family of multimodal large language model developed by Google Deepmind.
  • Apps Forefront — Forefront is a platform to fine-tune and inference open-source-language-models.
  • Apps Flux — Official inference repo for FLUX.1 models
  • Apps FlowGPT — Chat with AI characters for free on FlowGPT! More than 1 million characters and bots to chat with, AI boyfriend, girlfriend, uncencored chat and AI tools.
  • Apps Fliki — Turn text, scripts, and blog posts into videos with 2,000+ AI voices in 80+ languages. Free AI video generator - no camera, no editing skills needed.
  • Apps FinChat — Using AI, FinChat generates answers to questions about public companies and investors.
  • Apps FigureLabs — The World's First AI Scientific Figure Illustrator. Create publication-ready scientific figures in seconds. AI-powered text-to-figure, image-to-figure, and vectorization.
  • Apps Explainpaper — Read research papers 10x faster
  • Apps Exa — The Exa Web search API retrieves the best, realtime data from the web for your AI
  • Apps EmailTriager — EmailTriager is an AI assistant that automatically organizes your incoming emails and drafts ready to send replies in the background. Get started with one click.
  • Apps editGPT — editGPT is an AI tool that allows you to proofread, edit, and track changes to your content using ChatGPT
  • Apps DragGAN — Official Code for DragGAN (SIGGRAPH 2023)
  • Apps DreamStudio — Brand Studio — Stability AI
  • Apps DeepSeek — Org profile for DeepSeek on Hugging Face, the AI community building the future.
  • Apps DiffusionDB — A list of all public apps, developer tools, guides and plugins for Stable Diffusion. [Airtable version](https://airtable.com/shr0HlBwbw3nZ8Ht3/tblxOCylXV8ynh7ti).
  • Apps Davika — Devika is the first open-source implementation of an Agentic Software Engineer. Initially started as an open-source alternative to Devin.
  • Apps DataLine — Chat with your data - AI-driven data analysis and visualization tool.
  • Apps DALL·E 2 — Announcement of the release of DALL·E 2, an advanced image generation system with improved resolution, expanded image creation capabilities, and various safety mitigations. OpenAI
  • Apps D-ID — D-ID | The #1 Choice for AI Generated Video Creation Platform
  • Apps Craiyon — Craiyon, formerly DALL-E mini, is an AI model that can draw images from any text prompt.
  • Apps Copysmith — Copysmith builds Frase, Describely, and Rytr — specialized AI platforms helping brands rank in search, get cited by AI, and scale content.
  • Apps copy.ai — Introducing the first-ever GTM AI platform. Automate hundreds of tedious, repetitive tasks and empower your team to scale success like never before.
  • Apps Copilot — Microsoft Copilot is your companion to inform, entertain and inspire. Get advice, feedback and straightforward answers. Try Copilot now.
  • Apps Consensus — Consensus is a search engine that uses AI to find answers in scientific research.
  • Apps ComfyUI — The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
  • Apps Compose AI — Compose AI: Automated Your Writing
  • Apps Colossyan — Colossyan Creator makes video creation simple and stress-free. Discover our AI video generator with real actors. Create AI videos in less than 5 minutes.
  • Apps Cohere — Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable insights.
  • Apps Cogram — AI tools for documentation, collaboration, and design—built for architects and engineers.
  • Apps ClipDrop — Remove background, cleanup pictures, upscaling, Stable diffusion and more…
  • Apps Cleanlab — Check every AI response in real time with guardrails. Cleanlab detects hallucinations, missing context, and other issues by scoring each output for trust and accuracy.
  • Apps Clickable — Generate ads in seconds with AI. Beautiful, brand-consistent, and highly converting ads for all marketing channels.
  • Apps Claude — Talk to Claude, an AI assistant from Anthropic.
  • Apps Claude Code — Anthropic's agentic coding tool for developers. Claude Code understands your codebase, edits files, runs commands, and helps you ship faster.
  • Apps Civitai — Explore thousands of free Stable Diffusion & Flux models, create and share AI-generated art, and join the world's largest community of generative AI creators.
  • Apps ChatSonic — AI Chat with GPT-4o, Claude, and Gemini to power your marketing workflows. Your AI Marketing Agent connects all your tools and handles research to publishing.
  • Apps ChatPDF — ChatPDF brings ChatGPT-style intelligence and PDF AI technology together for smarter document understanding. Summarize, chat, and analyze.
  • Apps ChatGPT prompt engineering for developers — Learn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transforming, and expanding.
  • Apps ChatGPT Prompts for Data Science — A repository of 60 useful data science prompts for ChatGPT
  • Apps ChatGPT Heralds an Intellectual Revolution — An op-ed by Henry Kissinger, Eric Schmidt and Daniel Huttenlocher. Wall Street Journal, February 24, 2023.
  • Apps ChatGPT for Sheets, Docs, Slides, Forms — ChatGPT extension for Google Sheets, Google Docs, Google Slides, Google Forms.
  • Apps Chatbot UI — Chatbot UI
  • Apps ChatGPT for Jupyter — A browser extension to provide various AI helper functions in Jupyter Notebooks, powered by ChatGPT.
  • Apps Character.AI — Character.AI lets you create characters and chat to them.
  • Apps Build an AI Agent (From Scratch) — Build a working AI agent that can reason, plan, and execute multi-step tasks! LLM-powered AI agents are the next leap in applied AI, capable of reasoning and collaboration to ach
  • Apps Build a Reasoning Model (From Scratch) — Understand LLM reasoning by creating your own reasoning model–from scratch! LLM reasoning models have the power to tackle truly challenging problems that require finding the righ
  • Apps Build a DeepSeek Model (From Scratch) — Learn how to build the features that set DeepSeek apart from other top LLMs! When DeepSeek started making waves in January 2025, it sounded too good to be true. How could a gener
  • Apps Brandmark — Create a unique logo, business card and social media graphics in less than a minute. Build your brand identity with our generative AI.
  • Apps Bloom — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • Apps bitnet.cpp — Official inference framework for 1-bit LLMs
  • Apps Bing Search — To empower people to unlock the joy of discovery, feel the wonder of creation and better harness the world’s knowledge, today we’re improving how the world benefits from the web
  • Apps Bing Image Creator — Create stunning images with Bing Image Creator, the best free AI image generator. Turn text into AI art, photos, and visuals instantly, all for free.
  • Apps babyagi — An AI-powered task management system.
  • Apps Awesome RAG Production — A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval-Augmented Generation (RAG) systems.
  • Apps Awesome Music AI — A curated list of AI tools for music composition, generation, and analysis.
  • Apps Awesome ChatGPT — Curated list of awesome tools, demos, docs for ChatGPT and GPT-3
  • Apps Awesome AI Market Maps — An Awesome List of 500+ AI Market Maps from 2026 and 2025.
  • Apps AutoGen — A programming framework for agentic AI
  • Apps Autodesk Flow Studio — Explore powerful features like AI-driven mocap, camera tracking, animation, and compositing tools in Autodesk Flow Studio.
  • Apps Auto-GPT — AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
  • Apps ASReview — Our software ASReview is designed to accelerate the step of screening abstracts and titles with a minimum of papers to be read.
  • Apps Artificial Analysis — Comparison and analysis of AI models and API hosting providers. Independent benchmarks across key performance metrics including quality, price, output speed & latency.
  • Apps Artbreeder — A collaborative tool for creating images with AI.
  • Apps Arena — Run autonomous AI agents that browse, research, code, and complete real-world tasks. Compare agent workflows and frontier models with Arena.
  • Apps Anyword — Anyword works with any AI model or application, adding A/B-tested data at every step of the generation process. The result – a 30% lift in business outcomes.
  • Apps Anthropic courses — Anthropic's educational courses
  • Apps Amazon Q — Amazon Q is purpose-built AI for developers and teams. Write, debug, and build faster for your AWS environment.
  • Apps alphaXiv — Discuss, discover, and read arXiv papers.
  • Apps Alpaca — Redirecting...
  • Apps AIVA — AIVA, your AI music generation assistant
  • Apps AI2sql — AI-powered SQL query builder enables you to quickly build SQL queries without any knowledge of SQL for beginners.
  • Apps AI's New Creative Streak Sparks a Silicon Valley Gold Rush — Investors have got the hots for "generative AI" that can make text and images. But so far, the hype runs ahead of the business results.
  • Apps AI Prompt Genius — Discover, share, import, and use the best prompts for ChatGPT & save your chat history locally.
  • Apps AI Poem Generator — A free AI poem generator that generates rhyming poems. Our online AI poem maker can write you a beautiful rhyming poem on any subject.
  • Apps ai-i18n — ai-i18n is a GitHub Action that translates your app's i18n files using LLMs. It extracts strings, translates only what's changed, and commits the results back to your repo. Works w
  • Apps AI Governance — Practices and safeguards to deliver secure, responsible, and manageable Generative AI systems in production. Rolling out an AI system without good governance can be really ugly.
  • Apps AI Dungeon — A text-based adventure-story game you direct (and star in) while the AI brings it to life.
  • Apps Agentset — The open-source platform to build AI apps that deliver reliable answers. Production-grade RAG in minutes, no expertise needed.
  • Apps AgentMail — Give AI agents real email inboxes. Create, send, receive, and search messages via REST API — built for autonomous agents and agentic workflows.
  • Apps Agent Skills — A standardized way to give AI agents new capabilities and expertise.
  • Apps Affogato — Create AI product video ads in seconds. Generate TikTok, Reels & Shorts that sell — no crew, no editing, just studio-quality ads fast.
  • Apps A Coming-Out Party for Generative A.I., Silicon Valley's New Craze — Article about the rise of generative AI, particularly the success of the Stable Diffusion image generator, and the associated controversies. New York Times, October 21, 2022.
  • OSS Zetane Viewer — ML models and internal tensors 3D visualizer
  • OSS ZeRO: Memory Optimizations Toward Training Trillion Parameter Models — Microsoft
  • OSS Zeno — AI Data Management & Evaluation Platform
  • OSS Yi-VL-6B|34B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Youtube Channel — [Langchain Blog](https://blog.langchain.dev/): The Official Langchain blog
  • OSS Yi-34B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS ZenML — ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
  • OSS Yunikorn — Apache YuniKorn Core
  • OSS xTuring — Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: htt
  • OSS XGBoost — Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and D
  • OSS XAgent — An Autonomous LLM Agent for Complex Task Solving
  • OSS x-stable-diffusion — Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention. Join our Discord communty: https://discord.com/invite/TgHXuSJEk6
  • OSS Wordware — Building the future of work, with Sauna
  • OSS WHOOPS! — Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images
  • OSS Wllama — WebAssembly binding for llama.cpp - Enabling on-browser LLM inference
  • OSS whylogs — An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-pre
  • OSS whisper-ctranslate2 — Whisper command line client compatible with original OpenAI client based on CTranslate2.
  • OSS whisper — Robust Speech Recognition via Large-Scale Weak Supervision
  • OSS Weights & Biases — W&B Weave helps developers evaluate, monitor, and iterate continuously to deliver generative AI applications with confidence.
  • OSS Weco Observe — Build and Optimize your machine learning pipeline with the Weco Platform - based on AIDE ML, the LLM-powered code optimization Agent for Machine Learning Engineering.
  • OSS wechat-chatgpt — Use ChatGPT On Wechat via wechaty
  • OSS WebGPT: Browser-assisted question-answering with human feedback — 2021-12
  • OSS Weaviate — Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance an
  • OSS Wallaroo.AI — Deploy, manage, optimize any model at scale across any environment from cloud to edge. Let's you go from python notebook to inferencing in minutes.
  • OSS waggledance.ai — Knowledge work automation with AI agents
  • OSS Volcano — A Cloud Native Batch System (Project under CNCF)
  • OSS Voyager — An Open-Ended Embodied Agent with Large Language Models
  • OSS vLLM — A high-throughput and memory-efficient inference and serving engine for LLMs
  • OSS VisualWebArena — Project webpage for the VisualWebArena paper.
  • OSS Visual Instruction Tuning — Instruction tuning large language models (LLMs) using machine-generated instruction-following data has improved zero-shot capabilities on new tasks, but the idea is less explored
  • OSS Vision agent — This tool has been deprecated. Use Agentic Document Extraction instead.
  • OSS visenger/awesome-mlops — A curated list of references for MLOps
  • OSS veRL — verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework
  • OSS VisCPM-10B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Vercel AI Gateway — One API key, hundreds of LLM models. Unified endpoint with zero token markup, fallbacks, and spend monitoring.
  • OSS Vellum — An assistant that knows you deeply, evolves alongside you, and belongs to no one else. Powered by memory that remembers the way you do.
  • OSS Vegas — AutoML tools chain
  • OSS VectorFlow — A minimalist neural network library optimized for sparse data and single machine environments.
  • OSS VectorDB — A Python vector database you just need - no more, no less.
  • OSS VectorChord — Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.
  • OSS Vearch — Distributed vector search for AI-native applications
  • OSS VDP — 🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
  • OSS Vald — Vald. A Highly Scalable Distributed Vector Search Engine
  • OSS UWaterloo CS 886 — Home page for CS 886
  • OSS UQLM — UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
  • OSS Upgini — Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, in
  • OSS unslothai — Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
  • OSS Unifying Language Learning Paradigms — Existing pre-trained models are generally geared towards a particular class of problems. To date, there seems to be still no consensus on what the right architecture and pre-trai
  • OSS Umar Jamil Series — high quality and educational videos you don't want to miss.
  • OSS uAgents — A fast and lightweight framework for creating decentralized agents with ease.
  • OSS TypeChat — TypeChat is a library that makes it easy to build natural language interfaces using types.
  • OSS TVM — Open Machine Learning Compiler Framework
  • OSS TutorGPT — AI tutor powered by Theory-of-Mind reasoning
  • OSS Tune Studio — Playground for devs to finetune & deploy LLMs
  • OSS TrueFoundry — TrueFoundry offers an enterprise-grade AI Gateway combining LLM, MCP, and Agent Gateways—empowering businesses to connect, monitor, and govern agentic AI applications across prov
  • OSS TRL — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Triton Server (TRTIS) — The Triton Inference Server provides an optimized cloud and edge inferencing solution.
  • OSS TreeScale — TreeScale Platform is an All in One solution to use LLM Prompts to build powerful APIs and integrate them with your favorite tools and services.
  • OSS Transformers Agents — Provides a natural language API on top of transformers
  • OSS Transformer Engine — A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide b
  • OSS TPOT — The Tree-Based Pipeline Optimization Tool (TPOT) was one of the very first AutoML methods and open-source software packages developed for the data science community. TPOT was dev
  • OSS Training language models to follow instructions with human feedback — InstructGPT
  • OSS traceAI — Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks
  • OSS Training Compute-Optimal Large Language Models — Chinchilla
  • OSS torchtitan — A PyTorch native platform for training generative AI models
  • OSS torchtune — PyTorch native post-training library
  • OSS Torchserve — Serve, optimize and scale PyTorch models in production
  • OSS Torchmeta — A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
  • OSS tokenizers — 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
  • OSS TNN — TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding featur
  • OSS TinyZero — Minimal reproduction of DeepSeek R1-Zero
  • OSS ThoughtSource⚡ — A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
  • OSS The Llama 3 Herd of Models — Modern artificial intelligence (AI) systems are powered by foundation models. This paper presents a new set of foundation models, called Llama 3. It is a herd of language models
  • OSS ThinkGPT — Agent techniques to augment your LLM and push it beyong its limits
  • OSS The Chinese Book for Large Language Models — AI Box | 大语言模型
  • OSS TGI — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS TFServing — A flexible, high-performance serving system for machine learning models
  • OSS TextWorld ReAct Agent — Google Colab
  • OSS TextAI — 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
  • OSS text-generation-inference — Large Language Model Text Generation Inference
  • OSS Text-Embeddings-Inference — A blazing fast inference solution for text embeddings models
  • OSS TermGPT — Giving LLMs like GPT-4 the ability to plan and execute terminal commands
  • OSS TensorZero — TensorZero builds open-source tools for production-grade LLM applications: LLM gateway, observability, optimization, evaluations, and experimentation.
  • OSS TensorSpace — Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
  • OSS TensorRT-LLM — TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NV
  • OSS TensorFlow — An Open Source Machine Learning Framework for Everyone
  • OSS TensorFlow Model Optimization — A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
  • OSS TensorFlow Federated — An open-source framework for machine learning and other computations on decentralized data.
  • OSS TensorBoard — TensorFlow's Visualization Toolkit
  • OSS TeamoRouter — Use one API key for Claude Code, Codex, and AI coding agents. TeamoRouter helps developers reduce token costs, simplify provider setup, and pay only for usage.
  • OSS TAT-DQA — TAT-DQA: A Document Visual Question Answering (VQA) Dataset, aiming to answer questions over visually-rich documents with a hybrid of Tabular and Textual Content in Finance
  • OSS talkd.ai dialog — RAG LLM Ops App for easy deployment and testing
  • OSS TaskWeaver — The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.
  • OSS tabby — Self-hosted AI coding assistant
  • OSS systemprompt.io — The governance layer for AI agents. A single compiled Rust binary that authenticates, authorises, rate-limits, logs, and costs every AI interaction. Self-hosted, air-gap capable,
  • OSS Swiss Army Llama — A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
  • OSS SWE Agent — SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [Ne
  • OSS SwarmClaw — Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT,
  • OSS SuperAGI — SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
  • OSS Streamlit Template — template for how to deploy a LangChain on Streamlit ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/langchain-streamlit-template?style=social)
  • OSS SuperLim — a Swedish language understanding benchmark that evaluates natural language processing (NLP) models on various tasks such as argumentation analysis, semantic similarity, and textual
  • OSS SuperAgent — Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.
  • OSS Statewave — Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self-hosted on Postgres + pgvector, Python +
  • OSS State of GPT — Go deep on real code and real systems with the teams building and scaling AI at Microsoft Build, June 2–3, 2026, in San Francisco and online.
  • OSS Starwhale — an MLOps/LLMOps platform
  • OSS StarCoder-1|3|7B — All models, datasets, and demos related to StarCoder!
  • OSS StableLM-v2-12B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS StableLM-3B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS stable-diffusion — A latent text-to-image diffusion model
  • OSS Spearmint — Spearmint Bayesian optimization codebase
  • OSS SolidGPT — Developer AI Persona Search Agent
  • OSS Solving Quantitative Reasoning Problems with Language Models — Language models have achieved remarkable performance on a wide range of tasks that require natural language understanding. Nevertheless, state-of-the-art models have generally st
  • OSS snowChat ❄️ — Chat snowflake - Text to SQL
  • OSS SmolVLA — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS SmartGPT — A program that provides LLMs with the ability to complete complex tasks using plugins.
  • OSS Slurm — Slurm: A Highly Scalable Workload Manager
  • OSS SkyPilot — Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).
  • OSS SkyAGI — SkyAGI: Emerging human-behavior simulation capability in LLM
  • OSS simulate-sdk — Enterprise Grade, Voice AI simulation SDK for testing your AI Agents
  • OSS SimpleAIChat — Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
  • OSS simple-evals — Eval tools by OpenAI.
  • OSS ShareGPT — ShareGPT is a Chrome extension that allows you to share your wildest ChatGPT conversations with one click.
  • OSS Shimmy — ⚡ Python-free Rust inference server — OpenAI-API compatible. GGUF + SafeTensors, hot model swap, auto-discovery, single binary. FREE now, FREE forever.
  • OSS Shell-Pilot — A simple, lightweight shell script to interact with OpenAI or Ollama or Mistral AI or LocalAI or ZhipuAI from the terminal, and enhancing intelligent system management without any
  • OSS Serge — A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.
  • OSS SGLang — SGLang is a high-performance serving framework for large language models and multimodal models.
  • OSS semantic-coverage — Automated detection of knowledge gaps and blind spots in RAG vector stores.
  • OSS Semantic Cache Router — Distributed semantic cache and stateful routing system that cuts LLM API costs by returning cached responses for semantically similar queries. Uses ANN vector search (cosine ≥ 0.8)
  • OSS Seldon-core — An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
  • OSS segment-anything (SAM) — The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to
  • OSS Second Brain AI Agent — 🧠 Second Brain AI agent
  • OSS Search with Lepton — Building a quick conversation-based search demo with Lepton AI.
  • OSS scikit-optimize(skopt) — Sequential model-based optimization with a scipy.optimize interface
  • OSS scikit-learn — scikit-learn: machine learning in Python
  • OSS Scaling Laws for Neural Language Models — Scaling Law
  • OSS Scaling Instruction-Finetuned Language Models — Flan-T5/PaLM
  • OSS scalene — Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
  • OSS Scale Spellbook — Accelerate and scale Generative AI across your enterprise with the platform to transform your data into customized enterprise-ready Generative AI applications.
  • OSS Sacred — Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  • OSS RWKV-v4|5|6 — Org profile for RWKV on Hugging Face, the AI community building the future.
  • OSS RWKV: Reinventing RNNs for the Transformer Era — Transformers have revolutionized almost all natural language processing (NLP) tasks but suffer from memory and computational complexity that scales quadratically with sequence le
  • OSS RWKV-howto — possibly useful materials for learning RWKV language model.
  • OSS ROLL — An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models
  • OSS RoboMamba — An efficient VLA model leveraging State Space Models (Mamba) instead of standard self-attention, offering linear inference complexity for efficient, recurrent robotic reasoning.
  • OSS Robocorp — Create 🐍 Python AI Actions and 🤖 Automations, and deploy & operate them anywhere
  • OSS RoBO — RoBO: a Robust Bayesian Optimization framework
  • OSS Robby-Chatbot — AI chatbot 🤖 for chat with CSV, PDF, TXT files 📄 and YTB videos 🎥 | using Langchain🦜 | OpenAI | Streamlit ⚡
  • OSS Rivet — The open-source visual AI programming environment and TypeScript library
  • OSS Rivestack — Managed pgvector on dedicated PostgreSQL with NVMe storage. 2,000 QPS at sub-4ms p50, from $35/month, migration help from Supabase, Neon, Pinecone, and self-hosted.
  • OSS Rigging — Lightweight LLM Interaction Framework
  • OSS Rhesis — The testing platform for AI teams. Bring engineers, PMs, and domain experts together to generate tests, simulate (adversarial) conversations, and trace every failure to its root ca
  • OSS Resurrecting Recurrent Neural Networks for Long Sequences — Recurrent Neural Networks (RNNs) offer fast inference on long sequences but are hard to optimize and slow to train. Deep state-space models (SSMs) have recently been shown to per
  • OSS RestGPT — An LLM-based autonomous agent controlling real-world applications via RESTful APIs
  • OSS Repochat — Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation
  • OSS REMBO — Bayesian optimization in high-dimensions via random embedding.
  • OSS ReLLM — Exact structure out of any language model completion.
  • OSS ReliableGPT 💪 — Handle OpenAI Errors (overloaded OpenAI servers, rotated keys, or context window errors) for your production LLM Applications.
  • OSS Registry Broker — Universal index and routing layer for AI agents. Aggregates agent metadata from multiple registries (NANDA, MCP, Virtuals, OpenRouter, A2A, X402 Bazaar) across web2 and web3, norma
  • OSS Reasoning using Language Models — From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
  • OSS RecurrentGemma-2B — Open weights language model from Google DeepMind, based on Griffin.
  • OSS RasaGPT — 💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
  • OSS Rapid-MLX — The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Dr
  • OSS ray-llm — RayLLM - LLMs on Ray (Archived). Read README for more info.
  • OSS RagTune — EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your retrieval layer
  • OSS Ragas — Supercharge Your LLM Application Evaluations 🚀
  • OSS R2R — SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
  • OSS Qwen2-Math-1.5B|7B|72B — GITHUB HUGGING FACE MODELSCOPE DISCORD 🚨 This model mainly supports English. We will release bilingual (English and Chinese) math models soon. Introduction Over the past year, w
  • OSS Qwen2-Audio-7B — DEMO PAPER GITHUB HUGGING FACE MODELSCOPE DISCORD To achieve the objective of building an AGI system, the model should be capable of understanding information from different moda
  • OSS Qwen2.5-Max — QWEN CHAT API DEMO DISCORD It is widely recognized that continuously scaling both data size and model size can lead to significant improvements in model intelligence. However, th
  • OSS Qwen2.5 Technical Report — In this report, we introduce Qwen2.5, a comprehensive series of large language models (LLMs) designed to meet diverse needs. Compared to previous iterations, Qwen 2.5 has been si
  • OSS Qwen2.5-1M-7|14B — Tech Report HuggingFace ModelScope Qwen Chat HuggingFace Demo ModelScope Demo DISCORD Introduction Two months after upgrading Qwen2.5-Turbo to support context length up to one mi
  • OSS Qwen2-0.5B|1.5B|7B|57B-A14B-MoE|72B — GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction After months of efforts, we are pleased to announce the evolution from Qwen1.5 to Qwen2. This time, we bring to you: Pret
  • OSS Qwen-1.8B|7B|14B|72B — Qwen - a Qwen Collection
  • OSS Qwen-VL-7B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS QWED — AISecOps (AI Security Operations) framework for deterministic verification of AI systems. QWED verifies LLM outputs using math, logic, and symbolic execution — creating an auditabl
  • OSS Quiver — Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama.
  • OSS Quilt — Quilt is a Scientific Data Management Platform on AWS that helps teams and AI find, trust, and reuse data through deeply versioned, context-rich data packages.
  • OSS Query the YouTube video transcripts — Google Colab
  • OSS QNimGPT — Discover amazing ML apps made by the community
  • OSS Qdrant — Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
  • OSS QABot — CLI based natural language queries on local or remote data
  • OSS QA-Pilot — QA-Pilot is an interactive chat project that leverages online/local LLM for rapid understanding and navigation of GitHub code repository.
  • OSS PyTorch — Tensors and Dynamic neural networks in Python with strong GPU acceleration
  • OSS PyTorch Lightning — Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
  • OSS Pythia-1|1.4|2.8|6.9|12B — The hub for EleutherAI's work on interpretability and learning dynamics
  • OSS PyCodeAGI — A small AGI experiment to generate a Python app given what app the user wants to build ![GitHub Repo stars](https://img.shields.io/github/stars/chakkaradeep/pyCodeAGI?style=social)
  • OSS Pycaret — Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
  • OSS Puzzlet AI — Redirecting...
  • OSS PromptSource — Toolkit for creating, sharing and using natural language prompts.
  • OSS PubMedQA — PubMedQA Homepage
  • OSS PromptSite — PromptSite is a lightweight prompt version management package that helps you version control, track, experiment and debug with your LLM prompts with ease.
  • OSS PromptPerfect — PromptPerfect - AI Prompt Generator and Optimizer
  • OSS PromptMage — simplifies the process of creating and managing LLM workflows.
  • OSS PromptLayer 🍰 — Version, test, and monitor every prompt and agent with robust evals, tracing, and regression sets. Empower domain experts to collaborate in the visual editor.
  • OSS Promptise Foundry — The foundation layer for agentic intelligence.
  • OSS Promptify — Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
  • OSS PromptHub — Test, deploy, and manage your prompts with PromptHub, a prompt management tool for teams. Keep your prompts organized and leverage top-tier templates to get more out of AI.
  • OSS promptfoo — Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative config
  • OSS Prompt Engineering — Prompt Engineering, also known as In-Context Prompting, refers to methods for how to communicate with LLM to steer its behavior for desired outcomes without updating the model we
  • OSS PromptDX — Markdown for the AI era
  • OSS Private GPT — Interact with your documents using the power of GPT, 100% privately, no data leaks
  • OSS Princeton: Understanding Large Language Models — COS 597G: Understanding Large Language Models
  • OSS Primehub — open-source MLOps platform
  • OSS prima.cpp — A distributed implementation of llama.cpp that lets you run 70B-level LLMs on your everyday devices.
  • OSS Prefect — Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
  • OSS PraisonAI — PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 li
  • OSS Portkey — Democratize and productionize Gen AI across your entire org with Portkey
  • OSS Polyaxon — Open Source AI Infra & Engineering Control Plane
  • OSS PocketFlow — An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
  • OSS Ploomber — The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
  • OSS Plexiglass — A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).
  • OSS Plandex — Open source AI coding agent. Designed for large projects and real world tasks.
  • OSS Piperider — Code review for data in dbt
  • OSS Pipecat — Open Source framework for voice and multimodal conversational AI
  • OSS Pinecone — Search through billions of items for similar matches to any object, in milliseconds. It’s the next generation of search, an API call away.
  • OSS Phidata — Build, run, and manage agent platforms.
  • OSS Phi3-3.8|7|14B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Phi1-1.3B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS pgvector — Open-source vector similarity search for Postgres
  • OSS Pezzo 🕹️ — 🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
  • OSS PersonalityChatbot — This code is an implementation of a chatbot using LLM chat model API and Langchain.
  • OSS peft — 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  • OSS Parea AI — The experimentation and human annotation platform for AI teams.
  • OSS ParadeDB — Simple, Elastic-quality search for Postgres
  • OSS Paper QA — LLM Chain for answering questions from documents with citations ![GitHub Repo stars](https://img.shields.io/github/stars/whitead/paper-qa?style=social)
  • OSS PaLM: Scaling Language Modeling with Pathways — 2022-04
  • OSS PaLM-E: An Embodied Multimodal Language Model — Project page for PaLM-E: An Embodied Multimodal Language Model.
  • OSS PaLM 2 Technical Report — 2023-05
  • OSS PaddlePaddle — PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
  • OSS PAI — Resource scheduling and cluster management for AI
  • OSS Pachyderm — Data-Centric Pipelines and Data Versioning
  • OSS p-tuning-v2 — An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
  • OSS Outlines — Structured Outputs
  • OSS ormb — Docker for Your ML/DL Models Based on OCI Artifacts
  • OSS optimum-tpu — Google TPU optimizations for transformers models
  • OSS OPT: Open Pre-trained Transformer Language Models — 2022-05
  • OSS Opik — Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
  • OSS OpenVLA — OpenVLA: An open-source vision-language-action model for robotic manipulation.
  • OSS OpenPI — Open-source VLA models from Physical Intelligence, including π₀ and π₀.5 — flow-based vision-language-action models pretrained on large-scale robot data with fine-tuning support.
  • OSS OpenRLHF — An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)
  • OSS OpenOps — ![GitHub Badge](https://img.shields.io/github/stars/theplugjumbo/openops.svg?style=flat-square)
  • OSS OpenLIT — Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with
  • OSS OpenLLM — Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
  • OSS OpenModelZ — Autoscale LLM (vLLM, SGLang, LMDeploy) inferences on Kubernetes (and others)
  • OSS OpenELM-1.1|3B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS OpenDAN — OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.
  • OSS OpenChat — LLMs custom-chatbots console ⚡
  • OSS OpenAI o3-mini — Pushing the frontier of cost-effective reasoning.
  • OSS OpenAI Evals — Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
  • OSS OpenAGI — OpenAGI: When LLM Meets Domain Experts
  • OSS Open Responses — ![GitHub Badge](https://img.shields.io/github/stars/julep-ai/julep.svg?style=flat-square)
  • OSS Open LLM Leaderboard — Track, rank and evaluate open LLMs and chatbots
  • OSS open-r1 — Fully open reproduction of DeepSeek-R1
  • OSS onWatch — Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity in real time. Lightweight background daemon (<50MB RAM), SQLite storage, Ma
  • OSS ONNX-MLIR — Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
  • OSS OneKE — About OneKEOneKE is a new v...
  • OSS Oneflow — OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
  • OSS OneComp — Python package for LLM compression
  • OSS On the Opportunities and Risks of Foundation Models — Foundation Models
  • OSS Omnigraph — Lakehouse native graph engine with git-style workflows
  • OSS OLMO-eval — Evaluation suite for LLMs
  • OSS OLMoE: Open Mixture-of-Experts Language Models — We introduce OLMoE, a fully open, state-of-the-art language model leveraging sparse Mixture-of-Experts (MoE). OLMoE-1B-7B has 7 billion (B) parameters but uses only 1B per input
  • OSS OLMo: Accelerating the Science of Language Models — Language models (LMs) have become ubiquitous in both NLP research and in commercial product offerings. As their commercial importance has surged, the most powerful models have be
  • OSS OLMo-7B — Artifacts for the first set of OLMo models.
  • OSS ollama — Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
  • OSS Off Grid — The Swiss Army Knife of Offline AI. Chat, Speak, and Generate Images - Privacy First, Zero Internet. Download an LLM and use it on your mobile device. No data ever leaves your phon
  • OSS octoml-profile — Home for OctoML PyTorch Profiler
  • OSS Octo — Octo is a transformer-based robot policy trained on a diverse mix of 800k robot trajectories.
  • OSS Notion QA — Notion Question-Answering Bot ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/notion-qa?style=social)
  • OSS NNI — An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
  • OSS netron — Visualizer for neural network, deep learning and machine learning models
  • OSS Neurips2022-Foundational Robustness of Foundation Models — NeurIPS Tutorial Foundational Robustness of Foundation Models
  • OSS Nemotron-4-340B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS NeMo Framework — A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech
  • OSS NCNN — ncnn is a high-performance neural network inference framework optimized for the mobile platform
  • OSS NASGym — A simple OpenAI Gym environment for Neural Architecture Search (NAS)
  • OSS nanotron — Minimalistic large language model 3D-parallelism training
  • OSS Multitask Prompted Training Enables Zero-Shot Task Generalization — Large language models have recently been shown to attain reasonable zero-shot generalization on a diverse set of tasks (Brown et al., 2020). It has been hypothesized that this is
  • OSS Multi-Modal LangChain agents in Production — Deploy LangChain Agents and connect them to Telegram
  • OSS MPT-7B — Introducing MPT-7B, the first entry in our MosaicML Foundation Series. MPT-7B is a transformer trained from scratch on 1T tokens of text and code. It is open source, available fo
  • OSS Moonlight-A3B — Moonshot's Compute-efficient MoE LLM, first Scaling Up of Muon Optimizer
  • OSS Mosec — A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
  • OSS MOE — A global, black box optimization engine for real world metric optimization.
  • OSS Modelz-LLM — OpenAI compatible API for LLMs and embeddings (LLaMA, Vicuna, ChatGLM and many others)
  • OSS ModelFusion — The TypeScript library for building AI applications.
  • OSS ModelFox — ModelFox makes it easy to train, deploy, and monitor machine learning models.
  • OSS ModelEditingPapers — Must-read Papers on Knowledge Editing for Large Language Models.
  • OSS ModelDB — Open Source ML Model Versioning, Metadata, and Experiment Management
  • OSS Model Search — ![GitHub Badge](https://img.shields.io/github/stars/google/model_search.svg?style=flat-square)
  • OSS MNN-LLM — MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
  • OSS MLflow — MLflow - Open Source AI Platform for Agents, LLMs & Models
  • OSS MM ReAct — Official repo for MM-REACT
  • OSS MMToM-QA — Leaderboard for the MMToM-QA benchmark (Jin et al., ACL 2024).
  • OSS MMedBench — Medical Multilingual Benchmark
  • OSS MLRun — MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environ
  • OSS MLEM — 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
  • OSS Mixtral-8x7B — The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
  • OSS mistral.rs — Fast, flexible LLM inference
  • OSS Mistral 7B — Mistral 7B
  • OSS Mirascope — The LLM Anti-Framework
  • OSS Minima — On-premises conversational RAG with configurable containers
  • OSS MiniChain — A tiny library for coding with large language models.
  • OSS MiniCPM-2B — The MiniCPM family of LLMs and VLLMs.
  • OSS MInference — [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to
  • OSS MindSQL — MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Lla
  • OSS MindSpore — MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
  • OSS MindGeniusAI — Auto generate MindMap with ChatGPT
  • OSS Milvus — Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
  • OSS midjourney — Midjourney is an independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species.
  • OSS MicroAgent — Agents Capable of Self-Editing Their Prompts / Python Code
  • OSS metric-learn — Metric learning algorithms in Python
  • OSS MetaGPT — 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
  • OSS Meta Lingua — Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.
  • OSS Metaflow — Build, Manage and Deploy AI/ML Systems
  • OSS Mesh Tensorflow — Mesh TensorFlow: Model Parallelism Made Easier
  • OSS MemGPT — Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
  • OSS MemFree — MemFree - Hybrid AI Search Engine & AI Page Generator
  • OSS Memary — The Open Source Memory Layer For Autonomous Agents
  • OSS MegEngine — MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
  • OSS maxtext — A simple, performant and scalable Jax LLM!
  • OSS Megatron-LM — Ongoing research training transformer models at scale
  • OSS Megatron-DeepSpeed — Ongoing research training transformer language models at scale, including: BERT & GPT-2
  • OSS Maxim AI — At Maxim AI, we are building the production infrastructure for AI. Maxim’s stack comprising gateway and governance, observability, and evals empowers AI teams to ship agents with
  • OSS MathEval — a comprehensive benchmarking platform designed to evaluate large models' mathematical abilities across 20 fields and nearly 30,000 math problems.
  • OSS Marvin — an ambient intelligence library
  • OSS Marqo — Ecommerce Search and Discovery - marqo.ai
  • OSS Maniford — A model-agnostic visual debugging tool for machine learning
  • OSS Manag.ai — Your all-in-one prompt management and observability platform. Craft, track, and perfect your LLM prompts with ease.
  • OSS Mamba: Linear-Time Sequence Modeling with Selective State Spaces — CMU&Princeton
  • OSS magentic — Seamlessly integrate LLMs as Python functions
  • OSS Maestro — A framework for Claude Opus to intelligently orchestrate subagents.
  • OSS M3CoT — Leaderboard | M 3 CoT
  • OSS LUX — Automatically visualize your pandas dataframe via a single print! 📊 💡
  • OSS Luotuo — 骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技
  • OSS Lunary — Observability and prompt management for LLM chabots and agents. Debug agents with powerful tracing and logging. Usage analytics and dive deep into the history of your requests. Dev
  • OSS Lora — Using Low-rank adaptation to quickly fine-tune diffusion models.
  • OSS LMQL — Language Model Query Language
  • OSS Ludwig — Low-code framework for building custom LLMs, neural networks, and other AI models
  • OSS LRM — CLI tool and TUI editor for managing .NET .resx localization files. Validate translations, import/export CSV, add/remove languages, and edit interactively.
  • OSS Local GPT — Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
  • OSS Lobe Chat — 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
  • OSS LMDeploy — LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  • OSS lm-evaluation-harness — A framework for few-shot evaluation of language models.
  • OSS LLocalSearch — LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user ca
  • OSS Llmware — Unified framework for building enterprise RAG pipelines with small, specialized models
  • OSS LLMStack — No-code multi-agent framework to build LLM Agents, workflows and applications with your data
  • OSS LLMsPracticalGuide — A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
  • OSS LLMKube — Kubernetes operator for local LLM inference with llama.cpp, vLLM, TGI, and mlx-server — multi-GPU NVIDIA + Apple Silicon Metal, autoscaling, air-gapped, production-ready
  • OSS LLMFlow — LLMFlows - Simple, Explicit and Transparent LLM Apps
  • OSS LLMDatahub — A quick guide (especially) for trending instruction finetuning datasets
  • OSS LLMEval — LLMEval is a research series dedicated to building comprehensive, fair, and robust evaluation frameworks for large language models.
  • OSS LLM4Opt — A Collection on Large Language Models for Optimization
  • OSS LLMApp — Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, re
  • OSS llm-ui — The React library for LLMs
  • OSS LLM Strategy — Directly Connecting Python to LLMs via Strongly-Typed Functions, Dataclasses, Interfaces & Generic Types
  • OSS LLM Reading List — A paper & resource list of large language models, including course, paper, demo, figures
  • OSS llm-lobbyist — Code for the paper: "Large Language Models as Corporate Lobbyists" (2023).
  • OSS llm-course — Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
  • OSS llm-chain — llm-chain is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks
  • OSS LLM Agents — Build agents which are controlled by LLMs
  • OSS LLFn — A light-weight framework for creating applications using LLMs
  • OSS LlamaHub — A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
  • OSS Llama2 Embedding Server — A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
  • OSS LLaMA: Open and Efficient Foundation Language Models — 2023-02
  • OSS LLaMA Cult and More — Large Language Models for All, 🦙 Cult and More, Stay in touch !
  • OSS llama.cpp — LLM inference in C/C++
  • OSS LLama Cpp Agent — The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured function calls a
  • OSS llama-agents — Llama Agents + Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.
  • OSS Llama 3-8|70B — [Llama 2-7 13 70B](https://llama.meta.com/llama2/)
  • OSS Llama 3.2-1|3|11|90B — [Llama 3.1-8 70 405B](https://llama.meta.com/)
  • OSS Llama 2: Open Foundation and Fine-Tuned Chat Models — 2023-07
  • OSS Llama 1-7|13|33|65B — [OPT-1.3 6.7 13 30 66B](https://arxiv.org/abs/2205.01068)
  • OSS Litgpt — 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  • OSS Literal AI — Multi-modal LLM observability and evaluation platform. Create prompt templates, deploy prompts versions, debug LLM runs, create datasets, run evaluations, monitor LLM metrics and c
  • OSS LiteLLM 🚅 — Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, Vertex
  • OSS LiteChain — Build robust LLM applications with true composability 🔗
  • OSS LightGBM — A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other
  • OSS lighteval — Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
  • OSS LeRobot — 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
  • OSS Liger-Kernel — Efficient Triton Kernels for LLM Training
  • OSS learn2learn — A PyTorch Library for Meta-learning Research
  • OSS Learn LangChain (JS) — End-to-end LangChain JS learning repo with real examples: prompts, tools, RAG, agents, and LangGraph workflows.
  • OSS lean-ctx — LeanCTX — the Context OS for AI development. One local binary that compresses, remembers, routes, and verifies every token between your code and the model. 63 MCP tools, 10 read mo
  • OSS LazyLLM — Easiest and laziest way for building multi-agent LLMs applications.
  • OSS LangWatch — The platform for LLM evaluations and AI agent testing
  • OSS LawBench — LawBench
  • OSS Large Language Model Training in 2023 — Learn about large language model training with insights on large language model examples, model architecture, and model training guide.
  • OSS Language models are few-shot learners — 2020-05
  • OSS Language Models are Unsupervised Multitask Learners — 2019-02
  • OSS Language Models are General-Purpose Interfaces — Microsoft
  • OSS Language Is Not All You Need: Aligning Perception with Language Models — A big convergence of language, multimodal perception, action, and world modeling is a key step toward artificial general intelligence. In this work, we introduce Kosmos-1, a Mult
  • OSS LangStream — LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.
  • OSS LangSmith — Complete AI agent and LLM observability platform with tracing and real-time monitoring. Debug agents, find failures fast, and track costs and latency.
  • OSS LangServe — LangServe 🦜️🏓
  • OSS Langroid — Harness LLMs with Multi-Agent Programming
  • OSS LangKit — 🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text
  • OSS Langflow — Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
  • OSS LangFair — LangFair is a Python library for conducting use-case level LLM bias and fairness assessments
  • OSS LangChain — The agent engineering platform.
  • OSS langchain_yt_tools — Langchain tools to search/extract/transcribe text transcripts of Youtube videos. Some of this has been integrated into LangChain main branch
  • OSS Langchain visualizer — Visualization and debugging tool for LangChain workflows
  • OSS Langchain Tutorials — Overview and tutorial of the LangChain Library
  • OSS langchain-text-summarizer — A sample streamlit application summarizing text using LangChain ![GitHub Repo stars](https://img.shields.io/github/stars/alphasecio/langchain-text-summarizer?style=social)
  • OSS LangChain Chinese Getting Started Guide — LangChain 的中文入门教程
  • OSS Langchain Semantic Search — Search and indexing your own Google Drive Files using GPT3, LangChain, and Python
  • OSS Langchain Decorators — syntactic sugar 🍭 for langchain
  • OSS LangChain.js LLM Template — This is a LangChain LLM template that allows you to train your own custom AI LLM.
  • OSS LangChain Handbook — Jupyter Notebooks to help you get hands-on with Pinecone vector databases
  • OSS Langchain-Chatchat — Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like
  • OSS Langchain Chat Websocket — LangChain LLM chat with streaming response over websockets
  • OSS Lancedb — Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
  • OSS lanarky — The web framework for building LLM microservices [deprecated]
  • OSS LaMDA: Language Models for Dialog Applications — 2022-01
  • OSS Laminar — Laminar - open-source observability platform purpose-built for AI agents. YC S24.
  • OSS LakeFS — lakeFS - Data version control for your data lake | Git for data
  • OSS Lagent — A lightweight framework for building LLM-based agents
  • OSS LabNotebook — LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.
  • OSS Kurtosis — A platform for packaging and launching blockchain infra. Think docker compose for blockchain
  • OSS Kueue — Kubernetes-native Job Queueing
  • OSS KubeStellar Console — World's first fully integrated and fully Automated Kubernetes management and orchestration solution
  • OSS Kubeflow — Machine Learning Toolkit for Kubernetes
  • OSS Kubeflow Pipelines — Machine Learning Pipelines for Kubeflow
  • OSS Knowledge GPT — Accurate answers and instant citations for your documents.
  • OSS KubeAI — AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
  • OSS Kserve — Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
  • OSS Kimi-K2 — Kimi K2 is the large language model series developed by Moonshot AI team
  • OSS Kitaru — Open-source platform layer for AI agents in production
  • OSS Keras — Deep Learning for humans
  • OSS Keywords AI — Unify observability, evals, prompt optimization, and your LLM gateway in one platform.
  • OSS Keras Tuner — A Hyperparameter Tuning Library for Keras
  • OSS kelvins/awesome-mlops — :sunglasses: A curated list of awesome MLOps tools
  • OSS Kedro — Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducib
  • OSS Kedro-Viz — Visualise your Kedro data and machine-learning pipelines and track your experiments.
  • OSS Katib — Automated Machine Learning on Kubernetes
  • OSS Kaito — Kubernetes AI Toolchain Operator
  • OSS Just-Chat — Make your LLM agent and chat with it simple and fast!
  • OSS Jupyter Notebooks — Jupyter Interactive Notebook
  • OSS JuiceFS — JuiceFS is a distributed POSIX file system built on top of Redis and S3.
  • OSS Jina — ⚡ Langchain apps in production using Jina & FastAPI
  • OSS Izlo — Izlo provides prompting tools for teams unleash efficiency and unlock the prompts trapped in your code, documents, and spreadsheets.
  • OSS Jax — Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
  • OSS ix — Autonomous GPT-4 agent platform
  • OSS InternLM2-1.8|7|20B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Is ChatGPT 175 Billion Parameters? Technical Analysis — [The Next Generation Of Large Language Models ](https://www.notion.so/Awesome-LLM-40c8aa3f2b444ecc82b79ae8bbd2696b)
  • OSS Intelli — Build multi-model chatbots and agents from intent.
  • OSS InternLM-XComposer2-1.8|7B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS IntelliServer — AI models as scalable microservices, enabling evaluation of LLMs and offering end-to-end functions such as chatbot, semantic search, image generation and beyond.
  • OSS Instrukt — Integrated AI environment in the terminal. Build, test and instruct agents.
  • OSS Instruction-Tuning-Papers — Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  • OSS instruct-eval — This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
  • OSS Infinity — Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
  • OSS Improving Language Understanding by Generative Pre-Training — 2018-06
  • OSS InfiBench — IInfiBench: Evaluating the Question-Answering Capabilities of Code LLMs
  • OSS Improving alignment of dialogue agents via targeted human judgements — DeepMind
  • OSS Improving language models by retrieving from trillions of tokens — Publications — Google DeepMind
  • OSS IBM data-prep-kit — Open source project for data preparation for GenAI applications
  • OSS Hyv — Chaining AI & API agents to streamline software development and achieve goals collaboratively.
  • OSS hyperunity — A toolset for black-box hyperparameter optimisation.
  • OSS Hypersigil — Prompt management gateway with a UI for AI-powered applications. Enables non-technical users to test, refine, and deploy prompts seamlessly across multiple AI providers.
  • OSS Hyperopt — Distributed Asynchronous Hyperparameter Optimization in Python
  • OSS Humanloop — Humanloop is joining Anthropic to accelerate the adoption of AI, safely.
  • OSS HPOlib2 — Collection of hyperparameter optimization benchmark problems
  • OSS Hypernets — A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
  • OSS Hyperband — Tuning hyperparams fast with Hyperband
  • OSS HpBandSter — a distributed Hyperband implementation on Steroids
  • OSS Horovod — Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  • OSS Hopsworks — Hopsworks - Data-Intensive AI platform with a Feature Store
  • OSS Holistic Evaluation of Language Models — Stanford
  • OSS Hive — Multi-Agent Harness for Production AI
  • OSS HELM — Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models (CRFM) at Stanford for holistic, reproducib
  • OSS Helicone — 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
  • OSS Haystack — Create agentic, context engineered AI systems using Haystack’s modular and customizable building blocks, built for real-world, production-ready applications.
  • OSS Harmonia — Federated Learning Made Easy
  • OSS Hands-On Large Language Models: Language Understanding and Generation — Hands-On Large Language Models
  • OSS Hamilton — Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere pytho
  • OSS Guild AI — Experiment tracking, ML developer tools
  • OSS Guidance — A guidance language for controlling large language models.
  • OSS Guardrails.ai — Learn about Guardrails AI and how it helps build reliable AI applications
  • OSS Groq Ruby — Groq Cloud runs LLM models fast and cheap. This is a convenience client library for Ruby.
  • OSS Grok-1-314B-MoE — Grok-1-314B-MoE — indexed from awesome-llm
  • OSS Griptape — Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
  • OSS Great Expectations — Always know what to expect from your data.
  • OSS Gradio Template — template for how to deploy a LangChain on Gradio ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/langchain-gradio-template?style=social)
  • OSS GPUStack — A GPU cluster manager that configures and orchestrates inference engines like vLLM and SGLang for high-performance AI model deployment.
  • OSS GPTCache — Semantic cache for LLMs. Fully integrated with LangChain and llamaindex.
  • OSS GPT Researcher — An autonomous agent that conducts deep research on any data using any LLM providers
  • OSS GPT Political Compass — Google Colab
  • OSS GPT Pilot — The first real AI developer
  • OSS GPT-NeoX — An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
  • OSS GPT Migrate — Easily migrate your codebase from one framework or language to another.
  • OSS GPT in 60 Lines of NumPy — Implementing a GPT model from scratch in NumPy.
  • OSS GPT-4 Technical Report — 2023-03
  • OSS gotoHuman — Approve and revise critical steps in your AI workflows. Ensure AI-generated content is on-brand, messages to customers are accurate, and high-stakes decisions are made by humans.
  • OSS Gorilla — Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
  • OSS Goptuna — A hyperparameter optimization framework, inspired by Optuna.
  • OSS GLM-6B (ChatGLM) — ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
  • OSS GLM-2|6|10|13|70B — Org profile for THUDM on Hugging Face, the AI community building the future.
  • OSS Glide — 🐦 A open blazing-fast simple model gateway for rapid development of production GenAI apps
  • OSS GLM-130B: An Open Bilingual Pre-trained Model — GLM-130B
  • OSS GLaM: Efficient Scaling of Language Models with Mixture-of-Experts — 2021-12
  • OSS Giskard — 🐢 Open-Source Evaluation & Testing library for LLM Agents
  • OSS Gemma2-9|27B — Gemma 2, our next generation of open models, is now available globally for researchers and developers.
  • OSS Gemma — Checking your browser - reCAPTCHA
  • OSS Galactica: A Large Language Model for Science — Galactica
  • OSS Future AGI — Production-grade AI evaluation, prompt management & observability SDK. Automated evaluations with sub-100ms guardrails. No human-in-the-loop required. Python + TypeScript.
  • OSS Fructose — Fructose is a python package to create a dependable, strongly-typed interface around an LLM call. ![GitHub Repo stars](https://img.shields.io/github/stars/bananaml/fructose?style=s
  • OSS Funcchain — ⛓️ build cognitive systems, pythonic
  • OSS Flyte — Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
  • OSS Forward — A library for high performance deep learning inference on NVIDIA GPUs.
  • OSS Flyflow — Open source, high performance fine tuning as a service for GPT4 quality models with 5x lower latency and 3x lower cost
  • OSS Flowise — Build AI Agents, Visually
  • OSS FlowGPT — Generate diagram with AI
  • OSS Flower — Flower: A Friendly Federated AI Framework
  • OSS Flock — A multi agent desktop application built with Rust and Tauri.
  • OSS FlexGen — Running large language models on a single GPU for throughput-oriented scenarios.
  • OSS Flappy — Production-Ready LLM Agent SDK for Every Developer
  • OSS Flan5 LLM — Google Colab
  • OSS FlagAI — FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.
  • OSS FLAML — A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
  • OSS FinRobot — FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
  • OSS finetuning-scheduler — A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
  • OSS Finetuned Language Models are Zero-Shot Learners — This paper explores a simple method for improving the zero-shot learning abilities of language models. We show that instruction tuning—finetuning language models on a collection
  • OSS Fiddler AI — Fiddler Auditor is a tool to evaluate language models.
  • OSS femtoGPT — Pure Rust implementation of a minimal Generative Pretrained Transformer
  • OSS FELM — FELM: Benchmarking Factuality Evaluation of Large Language Models
  • OSS FEDOT — Automated modeling and machine learning framework FEDOT
  • OSS FedML — FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables runn
  • OSS FeatureTools — An open source python library for automated feature engineering
  • OSS Featureform — The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
  • OSS FeatherCNN — FeatherCNN is a high performance inference engine for convolutional neural networks.
  • OSS Feast — The Open Source Feature Store for AI/ML
  • OSS fauxpilot — FauxPilot - an open-source alternative to GitHub Copilot server
  • OSS FasterTransformer — Transformer related optimization, including BERT, GPT
  • OSS FATE — An Industrial Grade Federated Learning Framework
  • OSS Faster Whisper — Faster Whisper transcription with CTranslate2
  • OSS FastDatasets — A powerful tool for creating high-quality training datasets for Large Language Models (LLMs)（一个快速生成高质量LLM微调训练数据集的工具）
  • OSS FastEdit — 🩹Editing large language models within 10 seconds⚡
  • OSS FastChat — An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  • OSS Falcon 40B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer — Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
  • OSS Fact Checker — Fact-checking LLM outputs with self-ask
  • OSS exllama — A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.
  • OSS examor — For students, scholars, interviewees and lifelong learners. Let LLMs assist you in learning 🎓
  • OSS Evidently — Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
  • OSS Evaluating Large Language Models Trained on Code — 2021-08
  • OSS Epsilla — An all-in-one LLM Agent platform with your private data and knowledge, delivers your production-ready AI Agents on Day 1.
  • OSS EvalML — EvalML is an AutoML library written in python.
  • OSS envd — 🏕️ Reproducible development environment for humans and agents
  • OSS Entroly — Local proxy that cuts your Claude / OpenAI / Gemini bill 70%+. Drop-in for Cursor, Claude Code, Codex, Aider — 30 seconds, no code changes.
  • OSS Emergent Mind — Your first stop to discover and learn about new arXiv research. Detailed paper summaries, video overviews, and more — no prompting required.
  • OSS Emergent Abilities of Large Language Models — Emergent Abilities
  • OSS Embedchain — Universal memory layer for AI Agents
  • OSS Embedbase — A dead-simple API to build LLM-powered apps
  • OSS Eino — The ultimate LLM/AI application development framework in Go.
  • OSS EasyFL — An easy-to-use federated learning platform
  • OSS EasyEdit — [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
  • OSS e2b — Open-source, secure environment with real-world tools for enterprise-grade agents.
  • OSS DVC — 🦉 Data Versioning and ML Experiments
  • OSS Dust — Custom AI agent platform to speed up your work.
  • OSS DuetGPT — A conversational semi-autonomous developer assistant. AI pair programming without the copypasta.
  • OSS dstack — Open framework for confidential AI
  • OSS dtreeviz — A python library for decision tree visualization and model interpretation.
  • OSS Dragonfly — An open source python library for scalable Bayesian optimisation.
  • OSS Dolt — Dolt – Git for Data
  • OSS dolly — Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
  • OSS DocsGPT — Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
  • OSS DocNavigator — AI-powered chatbot builder that is designed to improve the user experience on product documentation/support websites
  • OSS Docker — The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
  • OSS Doc Search — Converse with book - Built with GPT-3
  • OSS DiVLA — A continuous diffusion-based Vision-Language-Action model that integrates diffusion policies into autoregressive VLMs for robust and precise continuous robotic control.
  • OSS distilabel — Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
  • OSS disco-diffusion — A frankensteinian amalgamation of notebooks, models and techniques for the generation of AI Art and Animations.
  • OSS Dify — Production-ready platform for agentic workflow development.
  • OSS Dialoqbase — Create chatbots with ease
  • OSS DEvol (DeepEvolution) — Early POC of genetic neural architecture search
  • OSS Determined — Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch
  • OSS deploy-llms-with-ansible — Easily deploy LLMs with Ansible. Uses Docker with llama.cpp or ollama. Secured with whitelisted IPs.
  • OSS DemoGPT — 🤖 Create LLM agents in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - all in one place.
  • OSS Delta-Lake — An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
  • OSS DeepSpeed — DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  • OSS DeepSeek-VL-1.3|7B — DeepSeek-VL model series
  • OSS DeepSeek-V3 Technical Report — We present DeepSeek-V3, a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token. To achieve efficient inference and cost-eff
  • OSS DeepSeek-V2.5 — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS DeepSeek-v2-236B-MoE — We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model characterized by economical training and efficient inference. It comprises 236B total parameters, of whic
  • OSS DeepSeek-R1 — First-generation reasoning models from DeepSeek.
  • OSS DeepSeek-Math-7B — DeepSeek Math series
  • OSS deeplake — Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
  • OSS Deepchecks — Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test
  • OSS DB GPT — open-source agentic AI data assistant for the next generation of AI + Data products.
  • OSS datasetGPT — A command-line interface to generate textual and conversational datasets with LLMs.
  • OSS Datatrove — Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
  • OSS Dataoorts — Rize with RyGen
  • OSS DataChad — Ask questions about any data source by leveraging langchains
  • OSS Cursor — Built to make you extraordinarily productive, Cursor is the best coding agent.
  • OSS currentslab/awesome-vector-search — Collections of vector search related libraries, service and research papers
  • OSS CTranslate2 — Fast inference engine for Transformer models
  • OSS CSV-AI 🧠 — LangChain provides create_agent: a minimal, highly configurable agent harness. Compose exactly the agent your use case needs from model, tools, prompt, and middleware.
  • OSS CS25-Transformers United — CS25 has become one of Stanford
  • OSS create-t3-turbo-ai — Build full-stack, type-safe, LLM-powered apps with the T3 Stack, Turborepo, OpenAI, and Langchain
  • OSS Cordum — The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framew
  • OSS CopilotKit — The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
  • OSS Continue — ⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI
  • OSS conda — A system-level, binary package and environment manager running on all major operating systems and platforms.
  • OSS Contexto — Context Engine for your long-running AI agents
  • OSS Concepts — Home - Docs by LangChain
  • OSS CompMix — CompMix: A Benchmark for Heterogeneous Question Answering.
  • OSS CompassRank — 评测榜单旨在为大语言模型和多模态模型提供全面、客观且中立的得分与排名，同时提供多能力维度的评分参考，以便用户能够更全面地了解大模型的能力水平。
  • OSS Comet — Examples of Machine Learning code using Comet.ml
  • OSS Command R-35B — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Colossal-AI — Making large AI models cheaper, faster and more accessible
  • OSS Cohere Summarize Beta — Cohere&#x27;s text summarization endpoint, Summarize Beta, uses generative AI and offers concise and accurate text summaries.
  • OSS CodeT5 — Home of CodeT5: Open Code LLMs for Code Understanding and Generation
  • OSS Codestral-7|22B — The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.
  • OSS Codespaces Template — 🦜🔗 A Codespaces template for getting up-and-running with LangChain in seconds!
  • OSS CodeQwen1.5-7B — GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction The advent of advanced programming tools, which harnesses the power of large language models (LLMs), has significantly en
  • OSS Codel — ✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.
  • OSS CodeGeeX — CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
  • OSS code server — VS Code in the browser
  • OSS Code Interpreter API — 👾 Open source implementation of the ChatGPT Code Interpreter
  • OSS Clip-as-a-service — 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
  • OSS ClevAgent — Run AI agents inside a supervised terminal. ClevAgent adds guidance, visibility, and better execution to real agent work.
  • OSS ClearML — ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
  • OSS Chroma — Search infrastructure for AI
  • OSS Claude Engineer — Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.This framew
  • OSS Chinese Large Model Leaderboard — 非线智能 NoneLinear - ReLE评测：中文AI大模型能力评测（持续更新）：目前已囊括374个大模型，覆盖chatgpt、gpt-5.4、谷歌gemini-3.1-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-5.0、qwen3.6-max、qwen3.6-plus、百川、讯飞星火、商汤senseChat等商用模型， 以及st
  • OSS Chidori — A reactive runtime for building durable AI agents
  • OSS Cheshire Cat — AI agent microservice
  • OSS ChatPDF — Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions
  • OSS chatgpt-wrapper — Power CLI and Workflow manager for LLMs (core package)
  • OSS chatgpt-shroud — A Chrome extension enhancing privacy in OpenAI's ChatGPT client. 🛡️ Enables users to easily hide and unhide chat history 🛡️ Operating directly in-browser without accessing or sto
  • OSS ChatGLM2-6B — ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
  • OSS ChatFiles — Document Chatbot — multiple files. Powered by GPT / Embedding.
  • OSS Chatbot Arena Leaderboard — Open this page to see the LMArena leaderboard displayed in a full‑screen view. No input is needed; the app loads the leaderboard website inside an iframe so you can browse the ra
  • OSS ChatAbstractions — LangChain chat model abstractions for dynamic failover, load balancing, chaos engineering, and more!
  • OSS Chat with Scanned Documents — A demo chatting with documents scanned with Dynamic Web TWAIN
  • OSS Chat Math Techniques — Discover amazing ML apps made by the community
  • OSS Chat Langchain — locally hosted chatbot specifically focused on question answering over the LangChain documentation ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/chat-langchain
  • OSS Chainlit — A Python library for making chatbot interfaces.
  • OSS Chaindesk — The no-code platform for building custom LLM Agents
  • OSS Chain-of-Thought Prompting Elicits Reasoning in Large Language Models — 2022-01
  • OSS Chain-of-Thoughts Papers — A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
  • OSS Casibase — ⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
  • OSS Chain-of-Thought Hub — Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
  • OSS Candle — Minimalist ML framework for Rust
  • OSS Camel-AutoGPT — A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki.
  • OSS Caffe — Caffe: a fast open framework for deep learning.
  • OSS BYO Knowledge Graph — [Large Language Models Course](https://github.com/peremartra/Large-Language-Model-Notebooks-Course) ![GitHub Repo stars](https://img.shields.io/github/stars/peremartra/Large-Langua
  • OSS BUILD GPT: HOW AI WORKS — Amazon.com
  • OSS Build a Large Language Model (From Scratch) — How to implement LLM attention mechanisms and GPT-style transformers.
  • OSS BudgetML — Deploy a ML inference service on a budget in less than 10 lines of code.
  • OSS brood-box — CLI tool for running coding agents inside hardware-isolated microVMs
  • OSS Botpress — The open-source hub to build & deploy GPT/LLM Agents ⚡️
  • OSS bondai — BondAI is an open-source tool for developing AI Agent Systems. BondAI handles the implementation complexities including memory/context management, error handling, vector/semantic s
  • OSS BMTrain — Efficient Training (including pre-training and fine-tuning) for Big Models
  • OSS Book GPT — Drop a book, start asking question.
  • OSS BLOOMZ&mT0 — We’re on a journey to advance and democratize artificial intelligence through open source and open science.
  • OSS Bloom — ![GitHub Badge](https://img.shields.io/github/stars/bigscience-workshop/model_card.svg?style=flat-square)
  • OSS BLOOM: A 176B-Parameter Open-Access Multilingual Language Model — BigScience
  • OSS BlockAGI — Your Self-Hosted, Hackable Research Agent Inspired by AutoGPT
  • OSS bitsandbytes — Accessible large language models via k-bit quantization for PyTorch.
  • OSS Bifrost — Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
  • OSS Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models — Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
  • OSS BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding — 2018-10
  • OSS Berkeley Function-Calling Leaderboard — Explore The Berkeley Function Calling Leaderboard (also called The Berkeley Tool Calling Leaderboard) to see the LLM
  • OSS BentoML — The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
  • OSS Baichuan-7|13B — AGI Large Language Models
  • OSS BabyAGI UI — BabyAGI UI is designed to make it easier to run and develop with babyagi in a web app, like a ChatGPT.
  • OSS BELLE — BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
  • OSS bark — 🔊 Text-Prompted Generative Audio Model
  • OSS Ax — The TypeScript framework for AI development
  • OSS Azure OpenAI Logger — "Batteries included" logging solution for your Azure OpenAI instance.
  • OSS axflow — The TypeScript framework for AI development
  • OSS Axolotl — Go ahead and axolotl questions
  • OSS Awesome Tensor Compilers — A list of awesome compiler projects and papers for tensor computation and deep learning.
  • OSS Awesome Open MLOps — The Fuzzy Labs guide to the universe of open source MLOps
  • OSS awesome-llm-webapps — A collection of open source, actively maintained web apps for LLM applications
  • OSS Awesome Production Machine Learning — A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
  • OSS Awesome-LLM-Systems — Large Language Model (LLM) Systems Paper List
  • OSS Awesome LLM Security — A curation of awesome tools, documents and projects about LLM Security.
  • OSS Awesome-LLM-Inference — 📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism, etc. 🎉🎉
  • OSS Awesome LLM Human Preference Datasets — A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.
  • OSS Awesome-LLM-Healthcare — The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".
  • OSS Awesome-LLM-hallucination — LLM hallucination paper list
  • OSS Awesome-LLM-Compression — Awesome LLM compression research papers and tools.
  • OSS Awesome-LLM-3D — Awesome-LLM-3D: a curated list of Multi-modal Large Language Model in 3D world Resources
  • OSS awesome-language-model-analysis — This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning beha
  • OSS Awesome Language Agents — List of language agents based on paper "Cognitive Architectures for Language Agents"
  • OSS awesome-japanese-llm — 日本語LLMまとめ - Overview of Japanese LLMs
  • OSS awesome-hallucination-detection — List of papers on hallucination detection in LLMs.
  • OSS Awesome GPT — A curated list of awesome projects and resources related to GPT, ChatGPT, OpenAI, LLM, and more.
  • OSS Awesome Federated Learning Systems — Federated Learning Systems Paper List
  • OSS Awesome Deliberative Prompting — Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.
  • OSS Awesome-Code-LLM — 👨‍💻 An awesome and curated list of best code-LLM for research.
  • OSS Awesome ChatGPT Prompts — f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
  • OSS Awesome AutoML Papers — A curated list of automated machine learning papers, articles, tutorials, slides and projects
  • OSS Awesome Argo — A curated list of awesome projects and resources related to Argo (a CNCF graduated project)
  • OSS Awesome AutoDL — Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
  • OSS Awesome-Align-LLM-Human — Aligning Large Language Models with Human: A Survey
  • OSS Awadb — AI Native database for embedding vectors
  • OSS AutoRAG — AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
  • OSS Autonomous HR Chatbot — An autonomous HR agent that can answer user queries using tools
  • OSS automl-gs — Provide an input CSV and a target field to predict, generate a model + code to run it.
  • OSS autokeras — AutoML library for deep learning
  • OSS AutoGPT — AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
  • OSS AutoGL — An autoML framework & toolkit for machine learning on graphs.
  • OSS Autochain — AutoChain: Build lightweight, extensible, and testable LLM Agents
  • OSS auto-sklearn — Automated Machine Learning with scikit-learn
  • OSS Auto-PyTorch — Automatic architecture search and hyperparameter optimization for PyTorch
  • OSS Auto-evaluator — Evaluation tool for LLM QA chains
  • OSS AudioGPT — AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
  • OSS Attention Is All You Need — Transformers
  • OSS ArtiVC — A version control system to manage large files.
  • OSS Arthur Shield — Open-source toolkit for building, testing, and monitoring AI agents. Version prompts, run experiments, trace workflows, and catch issues before users do.
  • OSS Arize-Phoenix — Arize Phoenix: Open Source AI Development Platform
  • OSS Argo Workflows — Workflow Engine for Kubernetes
  • OSS Archai — Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
  • OSS AquilaDB — An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
  • OSS aqueduct — Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
  • OSS Apache MXNet — Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
  • OSS Anything LLM — The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
  • OSS Andrej Karpathy Series — My favorite!
  • OSS AlpacaEval — AlpacaEval Leaderboard
  • OSS Alpaca-LoRA-Serve — LLM as a Chatbot Service
  • OSS Alexander Rush Series — Projects
  • OSS Airweave — Open-source context retrieval layer for AI agents
  • OSS Airflow — Platform created by the community to programmatically author, schedule and monitor workflows.
  • OSS Aim — Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
  • OSS AilingBot — One-stop solution to empower your IM bot with AI.
  • OSS AIDE — AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.
  • OSS AI — The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents
  • OSS AI Utils — The TypeScript library for building AI applications.
  • OSS AI studio — [deprecated] AI Gateway - core infrastructure stack for building production-ready AI Applications
  • OSS AI Scientist — The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬
  • OSS AI.JSX — The AI Application Framework for Javascript
  • OSS AI Getting Started — A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs
  • OSS AI Gateway — A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
  • OSS AI For Developers — Explore a curated list of the best AI coding tools for developers, featuring GitHub Copilot, Windsurf, Cody, and more. Enhance your coding workflow today!
  • OSS ai-evaluation — Evaluation Framework for all your AI related Workflows
  • OSS AI Chatbot — A full-featured, hackable Next.js AI chatbot built by Vercel
  • OSS AgentVerse — 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
  • OSS AgentsMesh — The AI Agent Workforce Platform — where teams scale beyond headcount. Give every team member an AI agent squad.
  • OSS AgentScope — Build and run agents you can see, understand and trust.
  • OSS AgentRun — The easiest, and fastest way to run AI-generated Python code safely
  • OSS Agentic Radar — A security scanner for your LLM agentic workflows
  • OSS AgentGPT — 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
  • OSS AgentFlow — Complex LLM Workflows from Simple JSON.
  • OSS AgentField — Build, run and scale AI agents like API and microservices - observable,auditable and identity-aware from day one.
  • OSS Agenta — The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
  • OSS Agent-LLM — AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memor
  • OSS Agency — 🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.
  • OSS AdalFlow — AdalFlow: The library to build & auto-optimize LLM applications.
  • OSS ACLUE — Official github repo for ACLUE, an evaluation benchmark focused on ancient Chinese language comprehension
  • OSS Accelerate — 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP a
  • MCP zzhang82/Agent-Memory-Bridge — Persistent engineering memory for coding agents over MCP.
  • MCP zueai/mcp-manager — simple web ui to manage mcp (model context protocol) servers in the claude app
  • MCP ztxtxwd/open-feishu-mcp-server — 📇 ☁️ 🏠 - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management too
  • MCP ztuskes/garmin-documentation-mcp-server — MCP server for Garmin Connect IQ API documentation - complete offline access to SDK 8.2.3
  • MCP zoomeye-ai/mcp_zoomeye — A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying
  • MCP zolo-ryan/MarketAuxMcpServer — 📇 ☁️ - MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
  • MCP zoharbabin/web-researcher-mcp — Your AI research assistant that cites real sources and stays honest. Search the entire web or narrow it down to just the sites you trust. Works with Claude, Cursor, any MCP client.
  • MCP zlinzzzz/finData-mcp-server — FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.
  • MCP ZLeventer/salesforce-marketing-mcp — ZLeventer/salesforce-marketing-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP zlatkoc/youtube-summarize — MCP server that fetches YouTube video transcripts and optionally summarizes them.
  • MCP zkproofport/proofport-ai — zkproofport/proofport-ai — indexed from awesome-mcp-servers-punkpeye
  • MCP zinja-coder/jadx-ai-mcp — Plugin for JADX to integrate MCP server
  • MCP zinja-coder/apktool-mcp-server — A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
  • MCP zillow/auto-mobile — Mobile automation suite of tools including an MCP and libraries for test authoring & execution
  • MCP zilliztech/mcp-server-milvus — Model Context Protocol Servers for Milvus
  • MCP Zhwt/go-mcp-mysql — Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
  • MCP zhsama/duckduckgo-mcp-server — 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
  • MCP zhangpanda/gomcp — The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.
  • MCP ZeparHyfar/mcp-datetime — A MCP server for datetime formatting and file name generation.
  • MCP zenml-io/mcp-zenml — MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
  • MCP zelentsov-dev/asc-mcp — MCP server for App Store Connect API — 208 tools for managing apps, builds, TestFlight, subscriptions, and more from Claude, Cursor, VS Code, or any MCP client
  • MCP zefarie/pterodactyl-mcp — zefarie/pterodactyl-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP zcaceres/markdownify-mcp — A Model Context Protocol server for converting almost anything to Markdown
  • MCP zcaceres/gtasks-mcp — A Google Tasks Model Context Protocol Server for Claude
  • MCP zcaceres/fetch-mcp — A flexible HTTP fetching Model Context Protocol server.
  • MCP zboralski/ida-headless-mcp — Headless IDA Pro binary analysis via Model Context Protocol
  • MCP zaizaizhao/mcp-swagger-server — MCP Swagger Server 将任何符合 OpenAPI/Swagger 规范的 REST API 转换为 Model Context Protocol (MCP) 格式，让 AI 助手能够理解和调用您的 API。
  • MCP zafronix/wc-mcp — Model Context Protocol server for the Zafronix World Cup API — every FIFA World Cup since 1930. 15 tools wrapping tournaments, teams, players, matches, stadiums, brackets, standing
  • MCP zach-snell/bbkt — A Bitbucket CLI and Model Context Protocol (MCP) server in Go.
  • MCP Zacccck/Claude-MCP-Read-Email-Attachments — Local MCP server for Claude — read and parse Outlook email attachments via Microsoft Graph API
  • MCP yyyhy/nash-arena — Chess and Card Game Arena For LLM
  • MCP yWorks/mcp-typescribe — An MCP server implementation enabling LLMs to work with new APIs and frameworks
  • MCP yuvalsuede/claudia — CLI task manager for AI agents with MCP server support
  • MCP yuvalsuede/agent-media — 📇 ☁️ 🍎 🪟 🐧 - CLI and MCP server for AI video and image generation with unified access to 7 models (Kling, Veo, Sora, Seedance, Flux, Grok Imagine). Provides 9 tools for generat
  • MCP Yutarop/ros-mcp — MCP server for ROS to control robots via topics, services, and actions.
  • MCP yusong652/yade-mcp — MCP server connecting AI agents to YADE — run DEM simulations through natural conversation
  • MCP yusong652/pfc-mcp — MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation
  • MCP yuna0x0/hackmd-mcp — A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
  • MCP yuna0x0/anilist-mcp — AniList MCP server for accessing anime and manga data
  • MCP YuChenSSR/multi-ai-advisor — council of models for decision
  • MCP YuliiaKovalova/dotnet-template-mcp — MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation
  • MCP YuChenSSR/mindmap-mcp-server — mindmap, mcp server, artifact
  • MCP yubinkim444/ai-first-scraper-mcp — MCP server giving Claude Desktop / Cursor / Cline ad-free web scraping + search via three tools: fetchpage, fetchpagesbatch, searchweb.
  • MCP yshngg/pmcp — A Prometheus Model Context Protocol Server.
  • MCP ypollak2/llm-router — Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain keeps costs 70–85% lower.
  • MCP youichi-uda/godot-mcp-pro — 162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-t
  • MCP yoryocoruxo-ai/rendoc-mcp-server — Official MCP server for rendoc - Generate professional PDFs (invoices, contracts, reports, certificates) from Claude, Cursor, and other AI tools via reusable templates or inline HT
  • MCP yoelbassin/gnuradioMCP — MCP server for GNU Radio
  • MCP yincongcyincong/VictoriaMetrics-mcp-server — MCP Server for the VictoriaMetrics.
  • MCP ymw0407/auth-fetch-mcp — MCP server that lets AI assistants fetch content from authenticated web pages.
  • MCP yli769227-jpg/ashare-mcp — MCP server for Chinese A-share financial statements. 把 A 股财报变成 LLM 可调的工具。
  • MCP yepcode/mcp-server-js — MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.
  • MCP yjcho9317/nworks — Full-featured MCP server and CLI for LINE WORKS (NAVER WORKS) — 26 tools covering messages, calendar, drive, mail, tasks, and boards. Automate with AI agents or scripts.
  • MCP yiwenlu66/PiloTY — PiloTY: AI pilot for PTY operations via MCP - enables AI agents to control interactive terminals like a human
  • MCP yikakia/godoc-mcp-server — A mcp server provide infomation from pkg.go.dev. For all golang programmers
  • MCP yeick010/agentshield-mcp — yeick010/agentshield-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP ydb/ydb-mcp — 🎖️ 🐍 ☁️ - MCP server for interacting with [YDB](https://ydb.tech) databases
  • MCP ycs77/apifable — MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.
  • MCP YCloud-Developers/ycloud-whatsapp-mcp-server — 📇 🏠 - MCP server for WhatsApp Business Platform by YCloud.
  • MCP ybouhjira/claude-code-tts — 🔊 Text-to-Speech MCP plugin for Claude Code - hear audio feedback while coding (OpenAI TTS)
  • MCP yashshingvi/databricks-genie-MCP — 🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
  • MCP yannbrrd/simple_snowflake_mcp — 🐍 ☁️ - Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations
  • MCP yanmxa/scriptflow-mcp — Script workflow management via MCP. Converts AI workflows to persistent scripts, reducing tokens & delays while minimizing hallucination risks.
  • MCP YangLiangwei/PersonalizationMCP — 🎯 A unified personal data hub built on MCP that allows AI assistants to access your digital life from Steam, YouTube, Bilibili and more platforms for truly personalized interactio
  • MCP yangkyeongmo@/mcp-server-apache-airflow — 🐍 🏠 - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
  • MCP Yang1Bai/claw-tsaver — A token-saving MCP proxy for OpenClaw users. Cuts tool call payloads by 90%+ via lazy expansion.
  • MCP yamariki-hub/japan-corporate-mcp — MCP Server for Japanese corporate data - gBizINFO, EDINET, e-Stat
  • MCP yamanoku/baseline-mcp-server — 特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー
  • MCP yakuphanycl/instinct — Self-learning memory for AI coding agents — MCP server
  • MCP xzq.xu/jvm-mcp-server — This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, ena
  • MCP xxczaki/local-history-mcp — 📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History
  • MCP XWeaponX7/rundida-mcp — MCP server for RunDida — marathon data, pace calculations, heart rate zones for AI agents
  • MCP xspadex/bilibili-mcp — 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
  • MCP Xuanwo/mcp-server-opendal — Model Context Protocol Server for Apache OpenDAL™
  • MCP Xquik-dev/x-twitter-scraper — Twitter scraper API skill for tweet search, advanced Twitter search, profile tweets, follower export, media download, monitors, webhooks, MCP, and posting automation: send tweets a
  • MCP xpaysh/awesome-x402 — 🚀 Curated list of x402 resources: HTTP 402 Payment Required protocol for blockchain payments, crypto micropayments, AI agents, API monetization. Includes SDKs (TypeScript, Python,
  • MCP xmpuspus/ph-civic-data-mcp — The first multi-source MCP server for Philippine civic data: earthquakes, weather, typhoons, procurement, population, poverty
  • MCP xmpuspus/cloudwright — AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports
  • MCP XJTLUmedia/AI-HR-Management-Toolkit — AI HR Management Toolkit
  • MCP XJTLUmedia/Context-First-MCP — 📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-
  • MCP XixianLiang/HarmonyOS-mcp-server — MCP server for manipulating HarmonyOS next devices.
  • MCP xing5/mcp-google-sheets — This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
  • MCP XGenerationLab/xiyan_mcp_server — A Model Context Protocol (MCP) server that enables natural language queries to databases
  • MCP xexr/mcp-libsql — Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and oth
  • MCP XeroAPI/xero-mcp-server — An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction
  • MCP xcodebuild — MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs.
  • MCP x51xxx/copilot-mcp-server — MCP server for GitHub Copilot CLI integration
  • MCP x51xxx/codex-mcp-tool — 📇 ☁️ - MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)
  • MCP Wynelson94/longhand — Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory
  • MCP x402-index/x402search-mcp — Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz
  • MCP wyattjoh/jsr-mcp — Model Context Protocol server for the JSR (JavaScript Registry)
  • MCP wyattjoh/jmap-mcp — A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client li
  • MCP wyattjoh/imessage-mcp — A Model Context Protocol server for reading iMessage data from macOS.
  • MCP wyattjoh/calendar-mcp — MCP server for accessing macOS Calendar events
  • MCP Wuye-AI/mcp-server-wuye-ai — CRIC物业AI MCP Server
  • MCP wso2/fhir-mcp-server — FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
  • MCP ws-mcp — Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
  • MCP WRG-11/wrg-sigma-rules — Sigma detection rule writing, validation, and conversion for Claude Code -- LLM-assisted + pySigma + multi-backend (Splunk, Elastic, Kibana, Wazuh). 61 production rules + 3 MCP too
  • MCP wowinter13/solscan-mcp — An MCP server for querying Solana transactions using natural language with Solscan API
  • MCP Work90210/APIFold — Turn any REST API into an MCP server. No code required.
  • MCP workopia/workopia-mcp — Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.
  • MCP Wopee-io/wopee-mcp — Wopee-io/wopee-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP wooxogh/adr-mcp-setup — wooxogh/adr-mcp-setup — indexed from awesome-mcp-servers-punkpeye
  • MCP Wooonster/hocr_mcp_server — 🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
  • MCP Woobox/hatchable-mcp — Hosted full-stack app platform. Creates a Postgres database, deploys API functions, and serves static sites from any MCP client. OAuth 2.1 + PKCE with DCR; bearer fallback. Free ti
  • MCP wong2/mcp-cli — A CLI inspector for the Model Context Protocol
  • MCP wonderwhy-er/DesktopCommanderMCP — This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
  • MCP Wolido/OpenAaaS — OpenAaaS: science agent network — bring AI to your data, not your data to AI. AaaS, Agent as a Service, MCP protocol, local execution, Docker sandbox, zero-config Rust nodes.
  • MCP Wolfe-Jam/faf-mcp — Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 25 tools
  • MCP Wolfe-Jam/claude-faf-mcp — Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759
  • MCP wn01011/llm-token-tracker — Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users.
  • MCP wklee610/kafka-mcp — MCP Server for Apache Kafka
  • MCP wishfinity/wishfinity-mcp-plusw — 📇 ☁️ 🏠 - Universal wishlist for AI shopping experiences. Save any product URL from any store to a wishlist. Works with Claude, ChatGPT, LangChain, n8n, and any MCP client.
  • MCP WiseVision/mcp_server_ros_2 — Advanced MCP Server ROS 2 bridging AI agents straight into robotics
  • MCP windborne/zulipmcp — Run AI agents in Zulip as @mentionable bots — or wire into any MCP client.
  • MCP willvelida/mcp-afl-server — This is a Model Context Protocol (MCP) server that provides AFL (Australian Football League) data from Squiggle API.
  • MCP willianpinho/large-file-mcp — MCP Server for efficient large file operations in AI development workflows — chunk reading, smart search, replace
  • MCP whyy9527/ariadne — Cross-service API dependency graph for Spring Boot + TypeScript microservice stacks. CLI + MCP server for Claude Code, Cursor, Windsurf. Offline static analysis over GraphQL, REST,
  • MCP whynowlab/jarvis-orb — See AI thinking in real time — 3D orb that visualizes Claude Code reasoning. Free, open-source MCP server
  • MCP whw23/searxng-http-mcp — A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required.
  • MCP whiteknightonhorse/APIbase — Universal MCP gateway for AI agents — 618 tools, 191 providers. Bloomberg FIGI, SEC XBRL, npm, PyPI, climate, US Census, Congress, FEMA, SAM.gov, EPA, USNO, exercises, email verifi
  • MCP WhenLabs-org/when — Six tools. One install. The WhenLabs developer toolkit.
  • MCP whdrnr2583-cmd/token-meter — whdrnr2583-cmd/token-meter — indexed from awesome-mcp-servers-punkpeye
  • MCP whdrnr2583-cmd/koreanpulse — English-first Korean equity intelligence MCP — DART filings, foreign-holder 5%-rule flows, activist filings, KRX news. For Claude Desktop / Cursor / FastMCP trading agents.
  • MCP Whatsonyourmind/oraclaw — Deterministic decision-intelligence MCP server for AI agents — 17 tools, 21 algorithms (LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. AA
  • MCP wenhuwang/mcp-k8s-eye — MCP Server for kubernetes management and diagnose your cluster and applications
  • MCP wenerme/wener-mssql-mcp — Wener Node, Bun, NestJS, React Utils, Hooks & Demos
  • MCP wende/cicada — AI Coders search blindly. Be their guide.
  • MCP wenb1n-dev/SmartDB_MCP — Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health
  • MCP wenb1n-dev/mysql_mcp_server_pro — Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个
  • MCP weibaohui/k8m — 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。
  • MCP wei9072/aegis — wei9072/aegis — indexed from awesome-mcp-servers-punkpeye
  • MCP wegotdocs/open-mcp — 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
  • MCP Webvizio/mcp — Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI co
  • MCP webscraping-ai/webscraping-ai-mcp-server — A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.
  • MCP webpeel/webpeel — The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 50+ domain extractors and MCP.
  • MCP webdriverio/mcp — A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and An
  • MCP webcoderz/MCP-Geo — Geocoding MCP server with GeoPY!
  • MCP webaesbyamin/agent-receipts — Cryptographic receipts for AI agent actions. MCP server, SDK, CLI, and dashboard. Local-first, zero infrastructure.
  • MCP weaviate/mcp-server-weaviate — MCP (Model Context Protocol) server for Weaviate
  • MCP wd041216-bit/free-web-search-ultimate — Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.
  • MCP wazionapps/nexo — NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Cla
  • MCP wazionapps/mcp-server — WAzion MCP Server - Connect AI agents to WhatsApp via WAzion API. Smart copilot, 24/7 automation, mass marketing.
  • MCP WayStation-ai/mcp — The only MCP Server you need. Connect any MCP host with the tools you use daily through our no-code, secure integration hub.
  • MCP wanaku-ai/wanaku — Wanaku MCP Router
  • MCP W3Ship/w3ship-mcp-server — W3Ship/w3ship-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP W3Ship/w3ledger-mcp-server — W3Ship/w3ledger-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP VrtxOmega/omega-brain-mcp — Standalone MCP server — cross-session memory, 10-gate VERITAS build pipeline, cryptographic audit ledger, Cortex approval gate. Two files, one dependency.
  • MCP VSCode Devtools — VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs
  • MCP VrtxOmega/Ollama-Omega — Sovereign Ollama Bridge — MCP server for local and cloud Ollama models. Generated by Qwen 3.5 397B.
  • MCP Vovala14/vynly-mcp — MCP server for Vynly — the AI-only social feed. Post, read, search, and spark from any MCP-aware agent.
  • MCP VmLia/books-mcp-server — This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
  • MCP vivekvells/mcp-pandoc — MCP server for document format conversion using pandoc.
  • MCP vkhanhqui/figma-mcp-go — Figma MCP for free users — no rate limits, full read/write, text to designs, designs to code
  • MCP vivek081166/japan-utils-mcp — MCP server exposing Japan-specific utilities (era conversion, romaji, holidays, postal codes, kana, name split) to AI agents.
  • MCP vitrine3d/mcp — vitrine MCP server — manage 3D product viewers, scenes, and embeds from AI agents
  • MCP virtualsms-io/mcp-server — SMS verification MCP server — real SIM phone numbers across 145+ countries and 2000+ services for AI agents. Ranked #1 in both ChatGPT and Perplexity SMS verification MCP categorie
  • MCP vitorpavinato/ncbi-mcp-server — 🐍 ☁️ 🏠 - Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life scie
  • MCP ViperJuice/mcp-gateway — MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure
  • MCP vinkius-labs/mcp-fusion — MCP Fusion - The TypeScript framework for secure MCP servers.
  • MCP Vincentwei1021/agent-toolbox — Vincentwei1021/agent-toolbox — indexed from awesome-mcp-servers-punkpeye
  • MCP vinaybhosle/agentstamp — 🔏 Trust verification for AI agents — Ed25519 stamps, trust scoring (0-100), x402 micropayments, 14 MCP tools. Free tier.
  • MCP VikrantSingh01/adaptive-cards-mcp — AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilot, ChatGPT. npm: adaptive-cards-mcp
  • MCP vikramgorla/mcp-swiss — Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.
  • MCP vighriday/Veris — Behavioral Verification Infrastructure — MCP-native intelligence layer for autonomous software correctness. 17 MCP tools, semantic workflow grouping, drift detection, counterfactua
  • MCP video-edit-mcp — 🐍 🏠 🍎 🪟 - Comprehensive video and audio editing MCP server with advanced operations including trimming, merging, effects, overlays, format conversion, audio processing, YouTube
  • MCP video-creator/ffmpeg-mcp — Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback,clip, overlay, co
  • MCP VictoriaMetrics-Community/mcp-victorialogs — The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
  • MCP vezlo/src-to-kb — Convert source code to LLM ready knowledge base
  • MCP vessel-api/vesselapi-mcp — Model Context Protocol server providing tools to access VesselAPI endpoints
  • MCP vespo92/OPNSenseMCP — MCP Server for OPNSense to act as IaC proxy
  • MCP VertexStudio/developer — 🦀 🏠 🍎 🪟 🐧 - Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
  • MCP veroq-ai/veroq-mcp — Production-ready MCP server for VEROQ — 52 tools for financial intelligence. Ask, verify, search, price, screen, and more.
  • MCP VeriTeknik/pluggedin-mcp-proxy — Plugged.in MCP Server manages all your other MCPs in one MCP.
  • MCP verIdyia/autoeq-mcp — MCP server for AutoEQ headphone equalization database — search, compare, and get EQ settings for 8800+ headphones/IEMs
  • MCP vercel/next-devtools-mcp — Next.js Development for Coding Agent
  • MCP VENTURE-AI-LABS/cryptodataapi-mcp — 📇 ☁️ - Real-time crypto market data for AI agents — market health scores, derivatives, funding rates, ETF flows, cycle indicators, and 100+ endpoints via CryptoDataAPI.
  • MCP velvetway/minreestr-mcp — MCP-сервер для Claude, который ищет российское ПО в каталогпо.рф (26 000+ продуктов). Подбор отечественных аналогов, продукты с сертификатами ФСТЭК/ФСБ, список производителей — пря
  • MCP vectorize-io/vectorize-mcp-server — Official Vectorize MCP Server
  • MCP vectorize-io/hindsight — Hindsight: Agent Memory That Learns
  • MCP veelenga/claude-mermaid — MCP Server to previewing mermaid diagrams with live reload
  • MCP vdmeu/registrum-mcp — MCP server for the Registrum Companies House API
  • MCP vectara/vectara-mcp — Open source MCP server for Vectara
  • MCP vdalhambra/siteaudit-mcp — Instant SEO, performance, and security audits for any URL — an MCP server for AI agents
  • MCP vdalhambra/financekit-mcp — Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents
  • MCP vdalhambra/axiom-calculator-mcp — Personal finance calculators for Claude and AI agents — mortgage, compound interest, FIRE, loan comparison, debt payoff. Zero API keys.
  • MCP vbhjckfd/timetable-api-node — NodeJS version of lad.lviv.ua API
  • MCP vaulted-fyi/vaulted-mcp-server — vaulted-fyi/vaulted-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP vasylenko/claude-desktop-extension-bear-notes — MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
  • MCP vasayxtx/mcp-prompt-engine — MCP Prompt Engine
  • MCP vatnode/vatnode-mcp — Official Model Context Protocol (MCP) server for vatnode — EU VAT validation, rates, and format checks for AI agents (Claude, Cursor, ChatGPT).
  • MCP varun29ankuS/shodh-memory — Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
  • MCP vassiliylakhonin/agenda-intelligence-md — Agenda Intelligence — product runtime + evidence-discipline layer for strategic intelligence agents. Four surfaces (MCP, HTTP, A2A, Cloudflare Worker) over one core service layer.
  • MCP valado/pantheon-mcp — A collection of AI agents
  • MCP var-gg/mcp — 🚀 Project Meta Management MCP - Manage standard variable names and constants per project and integrate with LLM through Model Context Protocol
  • MCP vakharwalad23/google-mcp — Collection of Google-native tools (e.g., Gmail, Calendar) for the MCP
  • MCP V0v1kkk/DotNetMetadataMcpServer — A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.
  • MCP utensils/mcp-nixos — MCP-NixOS - Model Context Protocol Server for NixOS resources
  • MCP utapyngo/sentry-mcp-rs — Fast and minimal Sentry MCP server written in Rust
  • MCP userad/didlogic_mcp — 🐍 ☁️ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.
  • MCP User0856/snaprender-mcp — Official integrations for SnapRender Screenshot API — MCP server, SDKs, OpenClaw, ChatGPT Actions, Postman
  • MCP UseJunior/safe-docx — Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server
  • MCP urldna/mcp — urlDNA MCP server
  • MCP urlbox/urlbox-mcp-server — An MCP server to allow claude and other LLM's to take screenshots using Urlbox.
  • MCP urbanmorph/mdshare — Share and collaborate on local markdown files via shareable links
  • MCP upstash/context7 — Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
  • MCP UPinar/contrastapi — MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.
  • MCP up2itnow0822/clawpay-mcp — Non-custodial x402 MCP payment layer for AI agents — the open-source alternative to Vercel x402-mcp
  • MCP untitledfinancial/dpx-mcp — MCP server for DPX — AI intelligence oracle and institutional cross-border settlement rail via Base mainnet
  • MCP UnMarkdown/mcp-server — MCP server for the Unmarkdown API: Convert markdown, manage documents, publish pages
  • MCP unixlamadev-spec/aiprox-mcp — MCP server for AIProx — discover, hire, and pay autonomous AI agents via Bitcoin Lightning, Solana USDC, or Base x402
  • MCP universalamateur/reclaim-mcp-server — UNOFFICIAL & UNAFFILIATED – Not endorsed by Reclaim.ai. MCP server enabling Claude and GitLab Duo to manage Reclaim.ai tasks, habits, calendar events, and focus time via natural la
  • MCP unibaseio/membase-mcp — A lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.
  • MCP UnitVectorY-Labs/mcp-graphql-forge — A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
  • MCP ukkit/memcord — 🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
  • MCP ujisati/anki-mcp — the best anki mcp
  • MCP udjin-labs/mnemostack — Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
  • MCP TyKolt/kremis — A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.
  • MCP TylerIlunga/procore-mcp-server — MCP server exposing the full Procore REST API for Claude Desktop and Claude Code
  • MCP txn2/kubefwd — Bulk port forwarding Kubernetes services for local development.
  • MCP twtrubiks/odoo19-mcp-server — MCP Server for Odoo 19 using JSON-2 API, built with FastMCP
  • MCP TwelveTake-Studios/reaper-mcp — 🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools
  • MCP twelvedata/mcp — Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market metr
  • MCP tverney/mcp-agent-memory — MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠
  • MCP Turbo-Puffin/measure-mcp-server — MCP server for Measure.events — connect AI agents to your web analytics
  • MCP tunedforai/x402-mcp — stdio MCP wrapper for x402.tunedfor.ai — camelCase tool names, zero config, works everywhere
  • MCP tumf/web3-mcp — 🐍 ☁️ - An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and m
  • MCP tumf/mcp-text-editor — 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
  • MCP tumf/mcp-shell-server — A secure shell command execution server implementing the Model Context Protocol (MCP)
  • MCP tumf/grafana-loki-mcp — Grafana Loki MCP Repository
  • MCP tubasasakunn/context-apps-mcp — 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol.
  • MCP tufantunc/ssh-mcp — MCP server exposing SSH control for Linux servers via Model Context Protocol.
  • MCP tuannvm/mcp-trino — A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
  • MCP ttommyth/interactive-mcp — Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
  • MCP tuanle96/mcp-odoo — MCP Server for Odoo
  • MCP TT-Wang/forge — Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory
  • MCP TT-Wang/cortex-plugin — A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and mine
  • MCP tstockham96/engram — Universal memory layer for AI agents. Remember, recall, consolidate.
  • MCP trycourier/courier-mcp — 🎖️ 💬 ☁️ 🛠️ 📇 🤖 - Build multi-channel notifications into your product, send messages, update lists, invoke automations, all without leaving your AI coding space.
  • MCP trilogy-group/aws-pricing-mcp — An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking
  • MCP tresor4k/macalc-mcp — The most comprehensive everyday calculator MCP server — 501 tools, 22 categories, 8 countries. Free, no API key.
  • MCP trayders/trayd-mcp — Trade Robinhood via Claude Code - MCP Server
  • MCP transloadit/node-sdk — Transloadit's official Node.js SDK
  • MCP translated/lara-mcp — 🎖️ 📇 ☁️ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
  • MCP transcribe-app/mcp-transcribe — Add transcription tools to your AI-powered assistants.
  • MCP trading — AI-powered trading strategy development: backtesting, market data, and portfolio analysis
  • MCP tradercjz/dolphindb-mcp-server — dolphindb-mcp-server
  • MCP TradeRouter/trade-router-mcp — Non-custodial Solana swap & limit-order MCP server for AI agents. 21 tools (swap, limit, trailing, TWAP, DCA, combo orders) across Raydium, PumpSwap, Orca, Meteora. Jito MEV-protec
  • MCP tradallo/reputation — MCP server + TypeScript client + CLI for Tradallo's verified record protocol, query cryptographically-verified human + agent trading records.
  • MCP Trade-Agent/trade-agent-mcp — Guide to connect to Trade It's MCP server and trade stocks, crypto, and options
  • MCP trackmage/trackmage-mcp-server — Model Context Protocol (MCP) server for TrackMage API integration, with support for 1600+ carriers worldwide. Enables AI assistants to track shipments, manage logistics, create ord
  • MCP traceloop/opentelemetry-mcp-server — Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tempo, Traceloop, etc.), enabling AI agents to analyze distributed traces for automated debug
  • MCP trackerfitness729-jpg/sitelauncher-mcp-server — MCP server for deploying live HTTPS websites via SiteLauncher. Instant subdomains or custom .xyz domains, paid with USDC on Base chain.
  • MCP tqiqbal/mcp-confluence-server — 🐍 - A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
  • MCP tponscr-debug/oracle-h-mcp — tponscr-debug/oracle-h-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP Touchpoint-Labs/touchpoint — Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server
  • MCP torrentclaw/torrentclaw-mcp — 🎖️ 📇 ☁️ - Search and discover movies and TV shows with torrent links, quality scoring, streaming availability, and cast/crew metadata.
  • MCP tosin2013/mcp-adr-analysis-server — A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.
  • MCP topskychen/tilde — 🐍 🏠 - Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, a
  • MCP topoteretes/cognee — Memory platform for AI Agents in 6 lines of code
  • MCP TopazLabs/topaz-mcp — Topaz Labs MCP Server — AI image enhancement via Model Context Protocol
  • MCP tooluse-labs/perfetto-mcp-rs — Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots
  • MCP tooyipjee/yahoofinance-mcp — 📇 ☁️ - TS version of yahoo finance mcp.
  • MCP tomohiro-owada/devrag — Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.
  • MCP toolstem/toolstem-mcp-server — Agent-ready financial intelligence MCP tools — stock snapshots, company metrics, derived signals
  • MCP Tommertom/sonos-ts-mcp — Sonos MCP server for Sonos using Typescript
  • MCP Tommertom/awesome-ionic-mcp — An Awesome MCP Server to help building mobile apps in React/Vue/Angular/VanillaJS using Capacitor and Ionic
  • MCP Tommertom/plugwise-mcp — Plugwise MCP
  • MCP tomjwxf/scopeblind-gateway — Active development continues at ScopeBlind/scopeblind-gateway. - Security gateway for MCP servers. Cedar policy engine, Ed25519-signed receipts, per-tool enforcement. IETF Internet
  • MCP tomholford/mcp-tic-tac-toe — Play tic-tac-toe against an LLM via MCP
  • MCP tomba-io/tomba-mcp-server — MCP Server for Tomba.io API integration
  • MCP Tomatio13/mcp-server-tavily — Taivily APIを利用するMCP Serverです。Officialが提供される前に開発しました
  • MCP tomekkorbak/oura-mcp-server — MCP server for Oura API integration
  • MCP tom28881/mcp-jira-server — Comprehensive MCP server for Jira integration with Claude Code
  • MCP TollboothLabs/ai-tool-optimizer — TollboothLabs/ai-tool-optimizer — indexed from awesome-mcp-servers-punkpeye
  • MCP toan203/osv-ui — A beautiful, zero-config visual CVE dashboard for npm & Python. One command: npx osv-ui. 100% Local & Secure.
  • MCP toadlyBroodle/satring — Discover, rate, and pay for APIs over Bitcoin Lightning. The L402 + x402 service directory for the agent economy.
  • MCP TKMD/ReftrixMCP — MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic searc
  • MCP tjclaude88/mcp-bling — Give your bot an identity!
  • MCP tipdotmd/tip-md-x402-mcp-server — 🏆 Hackathon: Transform any AI agent into a payment-enabled agent using x402 + CDP. MCP server for instant crypto tipping with automatic disbursement.
  • MCP tinyfish-io/agentql-mcp — Model Context Protocol server that integrates AgentQL's data extraction capabilities.
  • MCP tinybirdco/mcp-tinybird — 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client.
  • MCP timowhite88/farnsworth-syntek — Farnsworth SYNTEK — 7-layer recursive agent memory with context branching, holographic recall, and on-chain persistence.
  • MCP timmx7/acheron-mcp-server — MCP server bridging context between Claude Chat, Code, and Cowork
  • MCP TimLukaHorstmann/mcp-weather — A Model Context Protocol (MCP) server that provides hourly and daily weather forecasts using the AccuWeather API.
  • MCP timkulbaev/mcp-linkedin — MCP server for LinkedIn publishing, commenting, and reacting. Dry-run by default, SKILL.md included, 28 unit tests. MIT licensed.
  • MCP timkulbaev/mcp-gmail — timkulbaev/mcp-gmail — indexed from awesome-mcp-servers-punkpeye
  • MCP timergy-app/timergy — MCP server for Timergy - create scheduling polls from AI agents like Claude, ChatGPT, and Gemini. No auth required.
  • MCP tiianhk/MaxMSP-MCP-Server — MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)
  • MCP tigranbs/mcgravity — Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→review loop. Breaks work into atomic tasks for easier verification and course-correction.
  • MCP tickstem/mcp — MCP server for Tickstem — AI agent integration for cron jobs and email verification
  • MCP tickadoo/tickadoo-mcp — MCP server for tickadoo® — discover and book theatre, events & experiences in 700+ cities worldwide
  • MCP thunderboltsid/mcp-nutanix — MCP Server for Nutanix
  • MCP Tiberriver256/mcp-server-azure-devops — An MCP server for Azure DevOps
  • MCP tianqitang1/enrichr-mcp-server — 📇 ☁️ - A MCP server that provides gene set enrichment analysis using the Enrichr API
  • MCP thoughtproof/thoughtproof-mcp — Adversarial multi-model reasoning verification MCP server for AI agents. Claude, Grok, and DeepSeek challenge each decision — ALLOW or HOLD with JWKS-signed attestation. x402-gated
  • MCP ThomasMarches/substrate-mcp-rs — A Model Context Protocol (MCP) server for Substrate blockchains, written in Rust and interfacing the subxt crate.
  • MCP thinq-connect/thinqconnect-mcp — ThinQ Connect MCP Server
  • MCP ThinkneoAI/mcp-server — Dual-protocol gateway: 62 MCP tools + A2A Protocol agent (82/82 TCK intentional) in a single governed runtime
  • MCP thinkchainai/mcpbundles — MCPBundles .mcpb package releases for MCP registry
  • MCP thinkchainai/agentinterviews_mcp — MCP access to AgentInterviews.com
  • MCP thingsboard/thingsboard-mcp — 🎖️ ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
  • MCP ThinAirTelematics/thinair-data — Connect your AI assistant to any PostgreSQL, MySQL, or SQL Server database in 60 seconds via MCP.
  • MCP Thezenmonster/agentscore-mcp-server — MCP security trust layer. Scan packages, get trust verdicts, check incident exposure, query abuse database. 5 tools, no API key needed.
  • MCP Thezenmonster/agentmem — Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.
  • MCP thevibepreneur/gapbase-mcp — Query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf.
  • MCP TheStack-ai/waypath — Open-source memory CLI for Claude Code, Codex & MCP — local-first SQLite, graph-aware recall, review gate. npm i -g waypath
  • MCP TheRaLabs/legion-mcp — A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
  • MCP TheoBrigitte/mcp-time — MCP (Model Context Protocol) server which provides utilities to work with time and dates, with natural language, multiple formats and timezone convertion capabilities
  • MCP theonedev/tod — A command line tool working with OneDev
  • MCP themesberg/flowbite-mcp — Convert Figma design to code with the official Flowbite MCP server
  • MCP thelongevityvault/decoder-3am-mcp — Sleep disruption cause classifier MCP server from The Longevity Vault
  • MCP TheLunarCompany/lunar#mcpx — lunar.dev: Agent native MCP Gateway for governance and security
  • MCP thecombatwombat/replicant-mcp — Android MCP server - production-grade, token-optimized, accessibility-first
  • MCP theagenttimes/tat-mcp-server — MCP server for The Agent Times — query news, stats, and social tools from the agent economy newspaper
  • MCP the402ai/mcp-server — MCP server for the402.ai — AI agent service marketplace. Browse services, purchase via x402 micropayments, manage threads, list services as a provider.
  • MCP the0807/GeekNews-MCP-Server — 📰 GeekNews MCP Server
  • MCP the-momentum/fhir-mcp-server — FHIR MCP Server for handling medical data standard.
  • MCP the-momentum/apple-health-mcp-server — MCP server for querying Apple Health data with natural language using DuckDB under the hood.
  • MCP tgeselle/bugsnag-mcp — A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag.
  • MCP tevonsb/homeassistant-mcp — A MCP server for Home Assistant
  • MCP test-mcp-server — Alpic Test MCP Server - great server!
  • MCP testdino-hq/testdino-mcp — A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test results, analyze failures, and manage test cases through conversational commands.
  • MCP teolex2020/AuraSDK — Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.
  • MCP TencentEdgeOne/edgeone-pages-mcp — An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
  • MCP TencentCloudBase/CloudBase-AI-ToolKit — CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.
  • MCP temporal-cortex/mcp — Calendar MCP server with atomic booking, conflict prevention, deterministic RRULE expansion, and TOON token compression for AI agents
  • MCP teddyzxcv/ntfy-mcp — The MCP server that keeps you informed by sending the notification on phone using ntfy
  • MCP TechDocsStudio/biel-mcp — Connect AI tools like Cursor, VS Code, and Claude to your product docs.
  • MCP teamwork/mcp — Teamwork.com MCP server
  • MCP TCSoftInc/testcollab-mcp-server — MCP server for TestCollab test management. Lets AI coding assistants (Claude Code, Cursor, Windsurf, Codex) create, update, and query test cases, create test plans, and suite hiera
  • MCP TeamSafeAI/LIFE — LIFE — Persistent identity architecture for AI agents. 16 MCP servers: drives, heart, memory, patterns, journal, genesis, garden, vision, voice, and more. Zero dependencies. Built
  • MCP taylorwilsdon/google_workspace_mcp — Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
  • MCP tatumio/blockchain-mcp — ☁️ - MCP server for Blockchain Data. It provides access to Tatum's blockchain API across 130+ networks with tools including RPC Gateway and Blockchain Data insights.
  • MCP tatsuju/opdstar-nhi-mcp — Taiwan National Health Insurance (NHI) data for AI agents via Model Context Protocol. Powered by OPDSTAR (https://opdstar.com).
  • MCP tasopen/mcp-alphabanana — A local MCP server for generating image assets using Google Gemini AI (Nano Banana 2 / Pro). Enable transparency and resize.
  • MCP TANTIOPE/datadog-mcp-server — MCP server providing AI assistants with full Datadog observability access.
  • MCP tao-izm/devpulse-mcp — Zero-config MCP server that gives AI coding assistants a real-time diagnostic snapshot of your dev environment
  • MCP taniwhaai/arai — AI coding rules that actually work. Enforce instruction files via hooks — CLAUDE.md, .cursorrules, copilot-instructions, and more.
  • MCP tanigami/mcp-server-perplexity — 🐍 ☁️ - Interacting with Perplexity API.
  • MCP tan-yong-sheng/ai-vision-mcp — A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video
  • MCP TamiShaks-2/git-context-mcp — Local MCP server that extracts high-level Git repository context for AI coding agents
  • MCP talonicdev/talonic-mcp — Official Talonic MCP server. Lets AI agents extract structured data from any document via the Model Context Protocol.
  • MCP TamarEngel/jira-github-mcp — A Model Context Protocol (MCP) server exposing Jira and GitHub actions as AI tools to streamline developer workflows end-to-end.
  • MCP takumi0706/google-calendar-mcp — Google Calendar MCP server for Claude Desktop integration
  • MCP takleb3rry/zitadel-mcp — MCP server for Zitadel identity management — manage users, projects, apps, roles, and service accounts from AI tools
  • MCP takashiishida/arxiv-latex-mcp — MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.
  • MCP tadas-github/a2asearch-mcp — MCP server for searching AI agents, MCP servers, CLI tools and agent skills via A2ASearch
  • MCP tactual-dev/tactual — Screen-reader navigation cost analyzer — models the real effort to discover, reach, and operate interactive web content
  • MCP tacticlaunch/mcp-linear — MCP server that enables AI assistants to interact with Linear project management system through natural language, allowing users to retrieve, create, and update issues, projects, a
  • MCP szhygulin/vaultpilot-mcp — Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
  • MCP szhygulin/recon-crypto-mcp — Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
  • MCP System-R-AI/systemr-python — Python SDK for agents.systemr.ai. 55 MCP tools, 25 brokers. pip install systemr
  • MCP sxhxliang/mcp-access-point — Turn a web server into an MCP server in one click without making any code changes.
  • MCP Synter-Media-AI/mcp-server — MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more
  • MCP Swih/mistral-mcp — Full Mistral AI MCP server — OCR, Voxtral audio, Codestral FIM, durable workflows, document extraction — for Claude Code, Cursor, Windsurf, Zed, Mistral Connectors
  • MCP Sweeppea-Development-Lab/sweeppea-mcp-info — Public manifest and documentation for the Sweeppea MCP server, including integration metadata and production endpoint information.
  • MCP Swarmwage/swarmwage — The agent hire protocol — one AI agent hires another in USDC on Base via MCP and x402.
  • MCP supertrained/rhumb — Agent gateway for external tools — Rhumb Index scores services; Rhumb Resolve routes supported capability calls through governed execution rails.
  • MCP SureScaleAI/openai-gpt-image-mcp — 📇 ☁️ - OpenAI GPT image generation/editing MCP server.
  • MCP SupplyMaven-SCR/supplymaven-mcp-server — MCP server for real-time supply chain intelligence — 24 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air carg
  • MCP sunsiyuan/human-survey — sunsiyuan/human-survey — indexed from awesome-mcp-servers-punkpeye
  • MCP sunriseapps/imagesorcery-mcp — An MCP server providing tools for image processing operations
  • MCP SunflowersLwtech/mcp_creator_growth — 🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agen
  • MCP suekou/mcp-notion-server — A Model Context Protocol server for connecting Notion to MCP-compatible clients
  • MCP Sudhan30/freshprobe — Data freshness verification for AI agents. Probes endpoints for cache staleness, latency, TLS health, and content changes. CLI + MCP server + HTTP API.
  • MCP subnetmarco/pgmcp — An MCP server to query any Postgres database in natural language.
  • MCP subhatta123/twilize — subhatta123/twilize — indexed from awesome-mcp-servers-punkpeye
  • MCP subelsky/bundler_mcp — A Model Context Protocol (MCP) server enabling AI agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.
  • MCP SubDownload/subdownload-mcp — Public MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.
  • MCP strowk/mcp-k8s-go — MCP server connecting to Kubernetes
  • MCP StripFeed/mcp-server — StripFeed/mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP strato-space/media-gen-mcp — Media Gen MCP — Strict TypeScript MCP server for OpenAI gpt-image-1 and sora-2: generate, edit, and fetch images/video with smart compression, resourcelink and image outputs, and a
  • MCP storybookjs/addon-mcp — 🤖
  • MCP stippi/code-assistant — An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
  • MCP STiFLeR7/memex — Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter + Gemini
  • MCP stfade/moth — A debugging workflow plugin for AI coding agents. Turns terminal failures into source-backed fixes via MCP and structured skills.
  • MCP stevepridemore/graph-memory — A personal knowledge graph for Claude that survives across sessions, devices, and tools. Neo4j + semantic embeddings, OAuth-secured, single-user-by-default but multi-tenant-ready.
  • MCP stefan-xyz/mcp-server-runescape — MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data
  • MCP stass/lldb-mcp — LLDB MCP server
  • MCP stass/exif-mcp — MCP server to extract image metadata (EXIF, XMP, etc)
  • MCP Startvest-LLC/idealift-mcp-server — IdeaLift MCP Server - Decision intelligence for AI assistants. Captures product feedback, tracks decisions, and manages your backlog via Model Context Protocol.
  • MCP stape-io/stape-mcp-server — Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor.
  • MCP stape-io/google-tag-manager-mcp-server — MCP server for Google Tag Manager
  • MCP stadiamaps/stadiamaps-mcp-server-ts — A TypeScript MCP server for interacting with the Stadia Maps APIs
  • MCP StacklokLabs/ocireg-mcp — An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references.
  • MCP StacklokLabs/mkp — MKP is a Model Context Protocol (MCP) server for Kubernetes
  • MCP stack-chan/stack-chan — A JavaScript-driven M5Stack-embedded super-kawaii robot.
  • MCP staccDOTsol/staccbot-tg — staccDOTsol/staccbot-tg — indexed from awesome-mcp-servers-punkpeye
  • MCP stabgan/openrouter-mcp-multimodal — MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Sora, Seedance, Wan) from
  • MCP ssatama/rescuedogs-mcp-server — 📇 ☁️ - Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.
  • MCP st3v3nmw/sourcerer-mcp — MCP for semantic code search & navigation that reduces token waste
  • MCP srinivasan-sundaresan95/orihime — Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call graph, OWASP reports. 95% fewer tokens than source-reading.
  • MCP srinath1510/alltrails-mcp-server — DEPRECATED: MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.
  • MCP srijanshukla18/xray — XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep
  • MCP srclight/srclight — Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerate
  • MCP spyrae/claude-concilium — Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek
  • MCP spre-sre/lumino-mcp-server — AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enablin
  • MCP spranab/saga-mcp — A Jira-like project tracker MCP server for AI agents. SQLite-backed, 22 tools, full hierarchy, activity logging, and dashboard.
  • MCP spranab/brainstorm-mcp — MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)
  • MCP SPL-BGU/PlanningCopilot — A modular chatbot that runs planning tools via natural language using MCP.
  • MCP spotdb — Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.
  • MCP Spix-HQ/spix-mcp — Spix MCP Server — give AI agents phone calls, SMS, and email as tool calls
  • MCP spfunctions/simplefunctions-cli — Reference and issue mirror for @spfunctions/cli, the SimpleFunctions sf command-line interface.
  • MCP speedofme-dev/speedofme-mcp — 📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history
  • MCP SparkSheets/sparksheets-mcp — SparkSheets MCP Server - AI-native collaborative spreadsheet for Claude Code, Cursor, and other MCP clients
  • MCP SPARKIT-science/sparkit-mcp — MCP server for SPARKIT — call the scientific research agent from Claude Desktop, Cursor, and other MCP clients.
  • MCP Spaceship MCP — MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI
  • MCP spacecode-ai/SpaceBridge-MCP — MCP server that turbocharges vibe coding by automating issue tracking
  • MCP Souzix76/n8n-workflow-tester-safe — Safe MCP server + CLI for testing, inspecting, and operating n8n workflows with a constrained scope
  • MCP Sowiedu/Edict — A programming language designed for AI agents. No parser, no syntax — agents produce AST directly as JSON. Statically typed, effect-tracked, contract-verified, compiled to WASM via
  • MCP sophymarine/openregistry — Real-time, direct-from-official-registry company data via MCP. 30 national registries; unmodified raw fields and raw filing bytes. Tools: search, profile, officers, shareholders, c
  • MCP sooperset/mcp-atlassian — MCP server for Atlassian tools (Confluence, Jira)
  • MCP sonnyflylock/voxie-ai-directory-mcp — MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat.
  • MCP sonirico/mcp-stockfish — 🐟 MCP server connecting AI systems to Stockfish chess engine
  • MCP sonirico/mcp-shell — Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
  • MCP SonAIengine/graph-tool-call — Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
  • MCP soil-dev/capsulemcp — Capsule CRM tools for Claude. Local install via npx, org-wide via Custom Connectors. Read-only mode supported.
  • MCP softvoyagers/pdfspark-api — 📇 ☁️ - Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
  • MCP softvoyagers/qrmint-api — 📇 ☁️ - Free styled QR code generator API with custom colors, logos, frames, and batch generation. No API key required.
  • MCP softvoyagers/pageshot-api — 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required.
  • MCP softvoyagers/ogforge-api — 📇 ☁️ - Free Open Graph image generator API with themes, Lucide icons, and custom layouts. No API key required.
  • MCP softvoyagers/linkshrink-api — 📇 ☁️ - Free privacy-first URL shortener API with analytics and link management. No API key required.
  • MCP softvoyagers/fakturka-api — 📇 ☁️ - Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview. No API key required.
  • MCP softeria/ms-365-mcp-server — A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
  • MCP socialintel/socialintel-mcp — MCP server for Social Intel — Instagram influencer search via x402 micropayments. Pay-per-call, no API keys.
  • MCP SoapyRED/freightutils-mcp — FreightUtils MCP Server — 19 free freight tools for AI agents
  • MCP snyk/studio-mcp — 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.
  • MCP Snowflake-Labs/mcp — MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more
  • MCP snaggle-ai/openapi-mcp-server — Allow AI to wade through complex OpenAPIs using Simple Language
  • MCP smriti-AA/smriti — smriti-AA/smriti — indexed from awesome-mcp-servers-punkpeye
  • MCP smith-and-web/obsidian-mcp-server — MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes
  • MCP smigolsmigol/llmkit — Know what your AI agents cost. API gateway with budget enforcement, session tracking, and MCP tools.
  • MCP smart-mcp-proxy/mcpproxy-go — Supercharge AI Agents, Safely
  • MCP Smart-AI-Memory/empathy-framework — Combining a five-level AI framework with git-native memory overcomes session amnesia, enabling anticipation of problems weeks early. Production results: 2000x cost reduction, 10x+
  • MCP slouchd/cyberchef-api-mcp-server — CyberChef API MCP Server ✨🧑‍🍳
  • MCP skullzarmy/vibealive — Full-featured utility to test Next.js projects for unused files and APIs + MCP server
  • MCP skysqlinc/skysql-mcp — SkySQL MCP server and client repository.
  • MCP Skitchy/rekindle — Your AI forgets everything between sessions. Rekindle fixes that.
  • MCP skill-seekers/Skill_Seekers — Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
  • MCP sitbon/magg — Magg: The MCP Aggregator
  • MCP skedgo/tripgo-mcp-server — MCP server for TripGo's multi-modal routing
  • MCP sirmews/mcp-pinecone — Model Context Protocol server to allow for reading and writing from Pinecone. Rudimentary RAG
  • MCP sirmews/apple-notes-mcp — Read your Apple Notes with Claude Model Context Protocol
  • MCP SirGreed808/zoho-mail-mcp — MCP server for Zoho Mail — read, search, and send email via Claude
  • MCP sipyourdrink-ltd/bernstein — Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap de
  • MCP sint-ai/sint-protocol — Open-source runtime security and governance for AI agents, MCP tools, robotics, industrial automation, and physical AI.
  • MCP sinanefeozler/reddit-summarizer-mcp — A MCP server for summarizing reddit homepage of the user or contents of subreddits and comments on posts.
  • MCP simplypixi/bugbug-mcp-server — ☁️ - MCP for BugBug API, to manage test and suites on BugBug
  • MCP SimplyLiz/CodeMCP — Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
  • MCP simonpainter/netbox-mcp — NetBox MCP Server
  • MCP sim-xia/skill-cortex-server — A third-party MCP server that enable all IDEs to access Claude Code Skills capabilities
  • MCP silenceper/mcp-k8s — A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.
  • MCP sim-xia/blind-auditor — MCP tool for improving model coding quality by mandatory self-audition
  • MCP signal-found/sf-mcp — Arm your agent with the ability to send 1000s of dm's on Reddit a day, selling while you sleep.
  • MCP sifter-ai/sifter — Sifter is an open-source, developer-first document extraction engine that turns unstructured documents — invoices, contracts, receipts, reports — into a structured, queryable datab
  • MCP SidneyBissoli/medical-terminologies-mcp — MCP Server for global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH
  • MCP SidneyBissoli/ibge-br-mcp — MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data
  • MCP sidclawhq/platform — The approval and accountability layer for agentic AI. Identity → Policy → Approval → Trace. Try: npx sidclaw-mcp-guard demo
  • MCP shyshlakov/pci-dss-mcp — Narrow-and-deep PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server
  • MCP shunshi-ai/bazi-reader-mcp — Give your AI agent the ability to read Chinese Bazi (八字) charts — an open-source MCP server 🔮
  • MCP shuji-bonji/xcomet-mcp-server — Translation quality evaluation MCP Server powered by xCOMET (eXplainable COMET).
  • MCP Shopify/dev-mcp — 📇 ☁️ - Model Context Protocol (MCP) server that interacts with Shopify Dev.
  • MCP shopsavvy/shopsavvy-mcp-server — Model Context Protocol (MCP) server for ShopSavvy Data API - provides product lookup, pricing, and historical data tools for AI assistants.
  • MCP shipstatic/mcp — MCP server for instant static site deploys from AI agents — free, no account needed
  • MCP ShipItAndPray/mcp-turboquant — MCP server for LLM quantization. Compress any model to GGUF/GPTQ/AWQ in one tool call. First MCP server for model compression.
  • MCP ShipItAndPray/mcp-market-data — First MCP server for live market data. Gives AI agents real-time crypto prices, candles, order books, technical analysis, and sentiment. Zero API keys. Zero dependencies.
  • MCP ShipItAndPray/mcp-compress — First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.
  • MCP ShinyDapps/l402-kit — The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Python. Lightning Network L402 protocol.
  • MCP shinpr/mcp-local-rag — Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
  • MCP shibley/apistatuscheck-mcp-server — MCP server for checking real-time API and cloud service status
  • MCP shensi8312/blogburst-mcp-server — Official MCP server for BlogBurst — AI content generation, repurposing, and multi-platform publishing
  • MCP shellsage-ai/mcp-server-boilerplate — Production-ready MCP server templates in TypeScript and Python. Quickstart boilerplate for building Model Context Protocol servers.
  • MCP sheawinkler/ContextLattice — ContextLattice is the local-first control plane for long-horizon agent memory and coordination.
  • MCP shdomi8599/vibie-mcp — shdomi8599/vibie-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP shashankss1205/codegraphcontext — An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
  • MCP sharozdawa/ai-visibility — Track your brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Open source alternative to Otterly/AthenaHQ.
  • MCP shaikhspeare/wanderlog-mcp — MCP server for Wanderlog — build and edit trip itineraries through conversation
  • MCP shareseer/shareseer-mcp-server — ShareSeer MCP Server - Access SEC filings and insider transactions via Claude
  • MCP shahabazdev/inxmail-mcp — MCP server for the Inxmail Commerce transactional API — events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking from Claude.
  • MCP shadcn/studio MCP — Integrate shadcn/studio MCP Server directly into your favorite IDE and craft stunning shadcn/ui Components, Blocks and Pages inspired by shadcn/studio.
  • MCP sh6drack/zen-mcp — The first MCP server for Zen Browser. 20 tools. No Selenium, no Playwright, just WebSocket.
  • MCP sh-patterson/legiscan-mcp — MCP server for the LegiScan API. Access legislative data from all 50 US states and Congress - search bills, get full text, track votes, look up legislators, and monitor legislation
  • MCP sh-patterson/fec-mcp-server — MCP server for querying FEC campaign finance data - search candidates, track donations, analyze spending, and monitor Super PAC activity
  • MCP sgx-labs/statelessagent — Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
  • MCP sF1nX/x402station — MCP adapter (x402station-mcp on npm) + AgentKit action provider + consumer-side demo agent for x402station — pre-flight oracle for x402 endpoints. Backend (signal logic, ingest pip
  • MCP Seym0n/tiktok-mcp — Model Context Protocol (MCP) with TikTok integration
  • MCP sevalla-hosting/mcp — Official remote MCP server for the Sevalla public API.
  • MCP serpapi/serpapi-mcp — SerpApi MCP Server for Google and other search engine results
  • MCP serkan-ozal/driflyte-mcp-server — The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.
  • MCP sequa-ai/sequa-mcp — 📇 ☁️ 🐧 🍎 🪟 - Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
  • MCP serkan-ozal/browser-devtools-mcp — 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications.
  • MCP sergehuber/inoyu-mcp-unomi-server — An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP
  • MCP sentien-labs/verdictswarm-mcp — Fight AI with AI. The security layer for AI agents that touch money — 6 adversarial AI agents debate crypto token risk. MCP server for Claude, Cursor, OpenClaw, Codex.
  • MCP semgrep/mcp — A MCP server for using Semgrep to scan code for security vulnerabilities.
  • MCP selvage-lab/selvage — 🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.
  • MCP SelfPy/science-ai-mcp-server — MCP server for Science AI Journal — Pre-Check, AI Review, Research Gaps, Journal Recommender, Duplicate Publication Checker, Article Writer. Use them inside Claude Desktop, Cursor,
  • MCP SegfaultSorcerer/heap-seance — MCP server that channels JVM forensics into structured leak verdicts — for Claude Code.
  • MCP seekrays/mcp-monitor — A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible
  • MCP SecurityRonin/docx-mcp — MCP server for reading and editing Word (.docx) documents with track changes, comments, footnotes, and structural validation
  • MCP securityfortech/secops-mcp — All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug b
  • MCP SecurityRonin/alaya — A memory engine for conversational AI agents, inspired by neuroscience and Buddhist psychology
  • MCP securecoders/opengraph-io-mcp — Opengraph.io MCP tool
  • MCP SecretiveShell/MCP-wolfram-alpha — Connect your chat repl to wolfram alpha computational intelligence
  • MCP SecretiveShell/MCP-timeserver — A simple MCP server that exposes datetime information to agentic systems and chat REPLs
  • MCP SecretiveShell/MCP-searxng — MCP server for connecting agentic systems to search systems via searXNG
  • MCP searchcraft-inc/searchcraft-mcp-server — An MCP Server powered by Searchcraft – the developer-first vertical search engine.
  • MCP SearchAtlas — SearchAtlas — indexed from awesome-mcp-servers-punkpeye
  • MCP seang1121/sports-betting-mcp — The first MCP server for sports betting — 9 tools, live odds, AI picks, 59.6% win rate across 1,353+ picks
  • MCP Sealjay/mcp-hey — MCP server for Hey.com: read, send, search, and organise email from Claude or any MCP client. Runs locally, stores no credentials, respects rate limits.
  • MCP SDGLBL/mcp-claude-code — MCP implementation of Claude Code capabilities and more
  • MCP scrapercity/scrapercity-cli — ScraperCity CLI & MCP Server - B2B lead generation for AI agents. 20+ scrapers accessible via CLI, MCP, or direct API.
  • MCP scraperapi/scraperapi-mcp — This MCP server enables LLMs to retrieve and process web scraping requests using ScraperAPI.
  • MCP scrapeless-ai/scrapeless-mcp-server — Scrapeless Mcp Server
  • MCP ScopeBlind/verify-mcp — MCP server for offline verification of signed artifacts. Receipts, manifests, bundles. Apache-2.0.
  • MCP schemacrawler/SchemaCrawler-MCP-Server-Usage — Find out how to use SchemaCrawler AI MCP Server
  • MCP scamverifyai/scamverify-mcp — ScamVerify™ MCP Server - AI-powered scam and threat verification for Claude Desktop, ChatGPT, Cursor, and other MCP clients. Verify phone numbers, URLs, text messages, emails, docu
  • MCP sbuysse/gnome-desktop-mcp — GNOME desktop automation via MCP — screenshots, window management, and input injection for AI agents
  • MCP sbroenne/mcp-server-excel — Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API
  • MCP sawa-zen/vrchat-mcp — This project is a Model Context Protocol (MCP) server for interacting with the VRChat API.
  • MCP saurav61091/mcp-openapi — Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access
  • MCP saurabhsharma2u/search-console-mcp — Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.
  • MCP saseq/discord-mcp — A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
  • MCP sascharo/gxtract — GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX
  • MCP sarveshsea/m-moire — Shadcn-native Design CI for Tailwind apps: export registries that work with shadcn, v0, AI editors, and npm.
  • MCP saranshbamania/mobile-device-mcp — MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, touch interaction, and AI visual analysis. Supports Anthropic Claude & Google Gemini.
  • MCP sapph1re/mcp-billing-gateway-sdk — Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server
  • MCP sapph1re/findata-mcp — FinData MCP — Financial data via Model Context Protocol. Live market prices, SEC filings, earnings, options flow, macro indicators.
  • MCP sapientpants/sonarqube-mcp-server — Model Context Protocol (MCP) server for SonarQube
  • MCP sanyambassi/ciphertrust-manager-mcp-server — MCP Server for Thales CipherTrust Manager
  • MCP sanyambassi/thales-cdsp-cakm-mcp-server — MCP Server to manage encryption for Ms SQL and Oracle databases using Thales CAKM connector
  • MCP samvas-codes/dawshund_mcp — An MCP server to enumerate AWS IAM data, analyze effective permissions, and visualize access relationships across users, roles, and resources. Built for cloud security engineers wh
  • MCP samuelgursky/davinci-resolve-mcp — MCP server integration for DaVinci Resolve Studio
  • MCP samson-art/transcriptor-mcp — An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large responses. Supports YouTube, Twitter/X, Instagram, TikTok, Twitch, V
  • MCP samrothschild23/intelligence-api — samrothschild23/intelligence-api — indexed from awesome-mcp-servers-punkpeye
  • MCP sammcj/mcp-package-version — An MCP server that provides LLMs with the latest stable package versions when coding
  • MCP salwks/mcp-techTrend — salwks/mcp-techTrend — indexed from awesome-mcp-servers-punkpeye
  • MCP Salen-Project/ticktick-mcp — Turn Claude into your AI task manager. Create, manage & complete TickTick tasks just by talking — official OAuth API, local, private.
  • MCP SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop — An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.
  • MCP SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop — An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.
  • MCP SaintDoresh/Weather-MCP-ClaudeDesktop — An MCP (Model Context Protocol) tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API, specifically designed for Cla
  • MCP sailorpepe/undesirables-mcp-server — Zero-trust Python FastMCP intelligence core for The Undesirables Ecosystem. Enables 100% local, offline AI agent tool-calling, native TTS, hardware-accelerated 3D forging, and stoc
  • MCP saikiyusuke/registep-mcp — Registep MCP Server - AI-powered POS & sales analytics for Claude Code, Cursor, and other MCP clients
  • MCP safedep/vet — Protect against malicious open source packages 🤖
  • MCP sachitrafa/YourMemory — Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
  • MCP s60yucca/mnemos — s60yucca/mnemos — indexed from awesome-mcp-servers-punkpeye
  • MCP s-b-e-n-s-o-n/portkey-admin-mcp — Full Portkey Admin API MCP server
  • MCP s2-streamstore/s2-sdk-typescript — TypeScript SDK for S2, the durable streams API
  • MCP ryan0204/github-repo-mcp — Model Context Protocol server for Github Repo // Reading Github Repo
  • MCP rust-works/omni-dev — AI-powered git commit rewriter, PR generator, and MCP server for Jira, Confluence, and Datadog. Single Rust binary.
  • MCP rusiaaman/wcgw — Shell and coding agent on mcp clients
  • MCP rushikeshmore/CodeCortex — Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.
  • MCP rupinder2/mcp-orchestrator — MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop
  • MCP runyourempire/4DA — Privacy-first developer intelligence — surfaces what matters from the noise
  • MCP runekaagaard/mcp-alchemy — A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
  • MCP rudraneel93/mcp-guardian — Security, cost, and health governance proxy for MCP infrastructure — YAML policy engine, OAuth 2.1/OIDC, web dashboard, mTLS, semantic shell analysis, STRIDE threat model
  • MCP rubenayla/partle-mcp — Partle Marketplace MCP Server — search products and stores in nearby physical stores
  • MCP rsdouglas/janee — Secrets management for AI agents via MCP • @janeesecure
  • MCP rrmistry/tilt-mcp — MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads
  • MCP rps321321/obsidian-mcp-pro — The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas. Also ships as an Obsidi
  • MCP rplryan/x402-discovery-mcp — MCP server for x402 Service Discovery — continuously growing catalog of services, real-time quality signals, facilitator-compat checks. For Claude, Cursor, Windsurf.
  • MCP roychri/mcp-server-asana — 📇 ☁️ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
  • MCP rossshannon/Weekly-Weather-mcp — Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the world
  • MCP Rootly-AI-Labs/Rootly-MCP-server — Rootly MCP server
  • MCP roomi-fields/notebooklm-mcp — Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
  • MCP ronantakizawa/a11ymcp — MCP Server for Web Accessibility Testing (6k+ Downloads, #20 on ProductHunt)
  • MCP RomThpt/xrpl-mcp-server — 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, a
  • MCP RohanMuppa/brightspace-mcp-server — MCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, rosters, syllabus & course content via Claude, ChatGPT, Cursor, Windsurf, or any MCP client.
  • MCP rohitg00/kubectl-mcp-server — Published in CNCF Landscape: A MCP server for Kubernetes.
  • MCP rogertheunissenmerge-oss/mcp-server — Wine pairing MCP server for AI assistants — Claude, Cursor, Windsurf. Powered by SommelierX Wine DNA algorithm. Supports API key and x402 (USDC on Base) payment.
  • MCP rocketride-org/rocketride-server — High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent
  • MCP RobSpectre/mvf1 — A Python package and command line interface to control video players for MultiViewer For F1, the best way to watch Formula 1.
  • MCP robhunter/agentdeals — MCP server aggregating free tiers, startup credits & developer tool deals. 4 tools, 54 categories, 1,525+ offers.
  • MCP robbyczgw-cla/web-search-plus-mcp — MCP server for multi-provider web search and extraction: 13 search providers, 6 extract providers, routing diagnostics, research mode.
  • MCP roamzy-io/mcp-server — MCP server for Roamzy — buy and manage global eSIM through Claude, Cursor, Continue, and any MCP client
  • MCP roampal-ai/roampal-core — Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
  • MCP roadwy/cve-search_mcp — A Model Context Protocol (MCP) server for querying the CVE-Search API
  • MCP rkocosmergon/cosmergon-agent — rkocosmergon/cosmergon-agent — indexed from awesome-mcp-servers-punkpeye
  • MCP rishijatia/fantasy-pl-mcp — Fantasy Premier League MCP Server
  • MCP RipperMercs/tensorfeed — RipperMercs/tensorfeed — indexed from awesome-mcp-servers-punkpeye
  • MCP rinadelph/Agent-MCP — Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for
  • MCP rikarazome/prolog-reasoner — SWI-Prolog as a logic calculator for LLMs — MCP server and Python library
  • MCP rhein1/agoragentic-integrations — Triptych OS (Agent OS) integrations for deployed agents: execute-first tools, Micro ECF exports, x402 calls, receipts, and Base USDC settlement.
  • MCP ricocf/mcp-wolframalpha — A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
  • MCP reza-gholizade/k8s-mcp-server — Manage Your Kubernetes Cluster with k8s mcp-server
  • MCP rev2ret/SecureAudit-MCP — rev2ret/SecureAudit-MCP — indexed from awesome-mcp-servers-punkpeye
  • MCP Retio-ai/pagemap — 🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens
  • MCP ReplenishRadar/MCP — MCP server for multi-channel inventory intelligence — 28 tools for stockout risk, demand forecasts, and purchase order management across Shopify and Amazon
  • MCP remembra-ai/remembra — Universal memory layer for AI applications. Self-host in minutes. Open source.
  • MCP rember/rember-mcp — A Model Context Protocol (MCP) server for Rember.
  • MCP religa/multi-mcp — Multi-Model chat, code review and analysis MCP Server for Claude Code
  • MCP Regenerating-World/pix-mcp — 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments.
  • MCP refined-element/lightning-enable-mcp — MCP server enabling AI agents to make Lightning Network payments
  • MCP reeeeemo/ancestry-mcp — Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files
  • MCP redleaves/context-keeper — 🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成 | 向量检索引擎
  • MCP redis/mcp-redis-cloud — 📇 ☁️ - Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
  • MCP recursechat/mcp-server-apple-shortcuts — 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts
  • MCP ReAPI-com/mcp-openapi — OpenAPI specification MCP server.
  • MCP realwigu/mcp-doctor — Diagnose, secure, and benchmark your MCP servers. Zero-config CLI for Claude Code, Cursor, VS Code, and Windsurf.
  • MCP realcrabcut/crabcut-mcp-server — CrabCut MCP Server
  • MCP reading-plus-ai/mcp-server-deep-research — 📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
  • MCP reading-plus-ai/mcp-server-data-exploration — 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
  • MCP rdanieli/tentra-mcp — Tentra MCP — memory for AI coding agents. Persistent code graph + AI architecture diagrams. 32 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.
  • MCP rchanllc/joltsms-mcp-server — MCP server for JoltSMS — provision real-SIM US phone numbers and receive SMS/OTP codes
  • MCP razz-games/razz-mcp — Agent MCP for razz.games
  • MCP raye-deng/open-code-review — 🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.
  • MCP raychao-oao/pty-mcp — MCP server for interactive terminal sessions — local shells, SSH, serial ports, and persistent remote sessions
  • MCP raveenb/fal-mcp-server — MCP server for Fal.ai - Generate images, videos, music and audio with Claude
  • MCP Ratnaditya-J/csvglow — Generate beautiful interactive HTML dashboards from CSV/Excel files
  • MCP rashidazarang/airtable-mcp — Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP)
  • MCP rascal-3/chainanalyzer-mcp — MCP Server for ChainAnalyzer(https://chain-analyzer.com)
  • MCP raohwork/forgejo-mcp — A MCP server that enables you to manage Gitea/Forgejo repositories through AI assistants
  • MCP Rai220/think-mcp — MCP Server for reasoning
  • MCP ragieai/mcp-server — Ragie Model Context Protocol Server
  • MCP rafsilva85/credit-optimizer-v5 — Save 47% on Manus AI credits automatically. Zero downsides. Pays for itself in ~27 prompts. Free MCP Server (PyPI) + $12 Manus Skill bundle with Fast Navigation (115x speed boost).
  • MCP rafapra3008/cervellaswarm — Lingua Universale -- a verification language for AI agent protocols. Like mypy for multi-agent communication. 3696 tests, zero deps.
  • MCP rae-api-com/rae-mcp — MPC Server to connect your preferred model with rae-api.com
  • MCP radareorg/r2mcp — MCP stdio server for radare2
  • MCP rad-security/mcp-server — Rad Security MCP Server
  • MCP raalarcon9705/jira-mcp — Open source MCP server for Jira & Atlassian — manage issues, sprints & Confluence via Claude, Cursor, or any MCP client. No install, just npx.
  • MCP r-huijts/xcode-mcp-server — MCP Server implementation for Xcode integration
  • MCP r33drichards/mcp-js — MCP server that exposes a V8 JavaScript runtime as a tool for AI agents like Claude and Cursor. Supports persistent heap snapshots via S3 or local filesystem, and is ready for inte
  • MCP r-huijts/strava-mcp — A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
  • MCP r-huijts/rijksmuseum-mcp — Rijksmuseum MCP integration for artwork exploration and analysis
  • MCP r-huijts/opentk-mcp — A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search, retrieve, and analyz
  • MCP r-huijts/oorlogsbronnen-mcp — MCP server for accessing Dutch World War II archives through the Oorlogsbronnen API. Provides structured access to historical records, photographs, and documents from 1940-1945 Net
  • MCP r-huijts/ns-mcp-server — A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. This server enables Claude to fetch real-time train travel i
  • MCP r-huijts/ethics-check-mcp — 🐍 🏠 - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learn
  • MCP r-huijts/firstcycling-mcp — This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race res
  • MCP qune-tech/ocds-mcp — MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio
  • MCP quietnotion/barevalue-mcp — MCP server for Barevalue AI podcast editing API. Submit and manage podcast editing orders from Claude Code, Cursor, and other MCP-compatible tools.
  • MCP QuentinCody/github-graphql-mcp-server — 🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other
  • MCP QuentinCody/shopify-storefront-mcp-server — 🐍 ☁️ - Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefro
  • MCP QuentinCody/catalysishub-mcp-server — 🐍 - Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction d
  • MCP QuentinCody/braintree-mcp-server — 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
  • MCP quarkiverse/mcp-server-jdbc — Model Context Protocol Servers in Quarkus
  • MCP Quantum3-Labs/ARBuilder — AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG
  • MCP QuantToGo/quanttogo-mcp — Macro-factor quantitative signal source for AI agents via MCP. 宏观因子量化信号源。
  • MCP QuantGeekDev/mongo-mcp — A mongo db server for the model context protocol (MCP)
  • MCP QuantOracledev/quantoracle — 63 deterministic quant computation tools for autonomous financial agents. Options, derivatives, risk, portfolio, statistics, crypto/DeFi, macro/FX, TVM. 1,000 free calls/day — no s
  • MCP QuantConnect/mcp-server — Official Python MCP server for local interactions with the QuantConnect API
  • MCP QuantGeekDev/docker-mcp — A docker MCP Server (modelcontextprotocol)
  • MCP QuantGeekDev/coincap-mcp — A coincap mcp server to access crypto data from coincap API
  • MCP QuackbackIO/quackback — Open source alternative to Canny, UserVoice, Productboard
  • MCP qr-maker-io/mcp-server — MCP server for QR Maker
  • MCP qq418716640/botbell-mcp — BotBell MCP Server — Give Your AI a Voice
  • MCP qiniu/qiniu-mcp-server — 🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
  • MCP qianniuspace/mcp-security-audit — A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security
  • MCP QGIS MCP — Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop
  • MCP qdrant/mcp-server-qdrant — An official Qdrant Model Context Protocol (MCP) server implementation
  • MCP qbt-labs/openmm-mcp — MCP server giving AI agents real crypto trading capabilities. 13+ tools for market data, order execution, grid strategies, and portfolio management across 4 exchanges
  • MCP qainsights/locust-mcp-server — A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered dev
  • MCP qainsights/k6-mcp-server — k6 MCP server
  • MCP qainsights/jmeter-mcp-server — ✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯
  • MCP pzfreo/build123d-mcp — MCP server for build123d to improve AI cognition when creating 3D CAD models
  • MCP pzalutski-pixel/sharplens-mcp — Roslyn-powered MCP server for AI-driven C# semantic analysis, refactoring, and code generation
  • MCP pzalutski-pixel/javalens-mcp — MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.
  • MCP pythonanywhere/pythonanywhere-mcp-server — 🐍 🏠 - MCP server implementation for PythonAnywhere cloud platform.
  • MCP pythia-the-oracle/pythia-oracle-mcp — Every smart contract deserves intelligence, not just data. MCP server for on-chain calculated indicators (EMA, RSI, VWAP, Bollinger, volatility) via Chainlink.
  • MCP pyroprompts/any-chat-completions-mcp — MCP Server for using any LLM as a Tool
  • MCP pylonapi/pylon-mcp — MCP server for Pylon AI — 10 pay-per-request APIs as AI agent tools. Powered by x402 on Base.
  • MCP pydantic/logfire-mcp — The Logfire MCP Server is here! :tada:
  • MCP pydantic/pydantic-ai/mcp-run-python — AI Agent Framework, the Pydantic way
  • MCP Py2755/aiogram-mcp — MCP server middleware for aiogram Telegram bots — expose your bot to AI agents via the Model Context Protocol
  • MCP pwh-pwh/coin-mcp-server — use Bitget’s API to get cryptocurrency info
  • MCP pwh-pwh/cal-mcp — 用于计算数学表达式的MCP
  • MCP PV-Bhat/vibe-check-mcp-server — Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows.
  • MCP pulumi/mcp-server — 🎖️ 📇 🏠 - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package in
  • MCP pullkitsan/mobsf-mcp-server — This MCP server uses mobsf api's to scan and analyze the apk and ipa files.
  • MCP public-ui/kolibri — The accessible HTML-Standard
  • MCP PThrower/Strata — PThrower/Strata — indexed from awesome-mcp-servers-punkpeye
  • MCP PSU3D0/spreadsheet-mcp — MCP server for spreadsheet analysis and editing. Slim, token-efficient tool surface designed for LLM agents.
  • MCP PSPDFKit/nutrient-dws-mcp-server — A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for
  • MCP PSPDFKit/nutrient-document-engine-mcp-server — A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool c
  • MCP pskill9/website-downloader — MCP server to download entire websites
  • MCP pskill9/web-search — Web search using free google search (NO API KEYS REQUIRED)
  • MCP pskill9/hn-server — Hacker news MCP server
  • MCP PsChina/deepseek-as-subagent — Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI — DeepSeek gets its own 7-tool agent loop in a sandboxed workspace, not just a single LLM call.
  • MCP protostatis/unbrowser — Single-binary, Chrome-free headless browser for LLM agents. Cheap layer of a two-engine scraping stack — handles 80% of pages at 1/50th Chrome's per-session cost.
  • MCP prosperkartik/hostaway-mcp — Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to your vacation rental ops.
  • MCP proompteng/bilig — Headless spreadsheet workbooks for Node services and agents, no need for excel or browser
  • MCP proplineapi/propline-mcp — proplineapi/propline-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP promptexecution/just-mcp — mcp server for just
  • MCP PromptExecution/cratedocs-mcp — MCP tools for Rust Context Engineering (rustdocs, rust analyzer)
  • MCP prompeteer/prompeteer-mcp — Prompeteer.ai MCP
  • MCP profullstack/mcp-server — A generic, modular server for implementing the Model Context Protocol (MCP).
  • MCP prisma/mcp — 📇 ☁️ 🏠 - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
  • MCP PrinceGabriel-lgtm/freshcontext-mcp — Timestamped web intelligence for AI agents. MCP server with guaranteed freshness envelopes.
  • MCP pricepertoken/mcp-server — Free MCP server for real-time LLM pricing data. Get GPT-4, Claude, Gemini costs directly in Claude Code, Cursor, and Windsurf.
  • MCP PreReason/mcp — MCP server for PreReason, the Context API for financial agents. 17 pre-reasoned market briefings with trend signals, regime classification, confidence scores, and cross-asset corre
  • MCP preflight-dev/preflight — ✈️ 24-tool MCP server for Claude Code: preflight checks for your prompts, cross-service context, session history search with LanceDB vectors, correction pattern learning, cost esti
  • MCP pranciskus/newsmcp — MCP server for real-time world news — free, no API key required
  • MCP Pratyay/mac-monitor-mcp — 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
  • MCP pramod/kaggle — This project provides an MCP (Model Context Protocol) server for interacting with Kaggle competitions from Claude Desktop (or any MCP-compatible client)
  • MCP pragmar/mcp-server-webcrawl — MCP server tailored to connecting web crawler data and archives
  • MCP Pradumnasaraf/aviationstack-mcp — An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types ✈️.
  • MCP posthog/mcp — Official PostHog MCP Server 🦔
  • MCP PostcardBot/mcp-server — MCP server for Postcard.bot — let AI agents send real printed postcards. Works with Claude, Cursor, Windsurf, and any MCP client.
  • MCP PostalDataPI/postaldatapi-mcp — MCP server for PostalDataPI — postal code lookups for AI agents
  • MCP portel-dev/ncp — Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on demand, run on schedule, ready for any client. Smart loading saves tokens and energy.
  • MCP portainer/portainer-mcp — Portainer MCP server
  • MCP pomazanbohdan/memory-mcp-1file — 🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI
  • MCP polygon-io/mcp_polygon) — An MCP server for Massive.com Financial Market Data
  • MCP poll-the-people/customgpt-mcp — Open source MCP server for CustomGPT.ai
  • MCP pmptwiki/pmpt-cli — Record and share your AI-driven product development journey
  • MCP pminervini/deep-research-mcp — MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, Allen AI's DR-Tulu, and Hugging Face's Open Deep Research
  • MCP playidea-lab/pcq — playidea-lab/pcq — indexed from awesome-mcp-servers-punkpeye
  • MCP platfone-com/mcp — MCP server for virtual phone number verification - SMS activations for AI agents via Claude, Cursor, VS Code Copilot and more...
  • MCP planetscale/mcp — The CLI for PlanetScale Database
  • MCP plagtech/spraay-x402-mcp — MCP server for Spraay x402 Gateway —33 paid tools for onchain data, AI models & batch payments on Base
  • MCP pkotecha-eng/aria-mcp-server — ARIA Clinical Research MCP Server — exposes PubMed, ClinicalTrials.gov & ISRCTN as MCP tools. Any Claude agent can search 35M+ biomedical papers and 400K+ clinical trials in real t
  • MCP piquesignal/piquesignal-mcp — piquesignal/piquesignal-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP pipepie/pipepie — Self-hosted encrypted tunnel for webhooks, AI pipelines, and local development. End-to-end Noise encryption, pipeline tracing, web dashboard, MCP server for AI tools.
  • MCP PipedreamHQ/pipedream — Connect APIs, remarkably fast. Free for developers.
  • MCP pipeboard-co/meta-ads-mcp — MCP server to manage Facebook and Instagram Ads (Meta Ads)
  • MCP Pingfyr/mcp — MCP server for Pingfyr — schedule reminders from Claude and AI agents
  • MCP pinecone-io/assistant-mcp — Pinecone Assistant MCP server
  • MCP pilat/mcp-datalink — MCP server for secure database access (PostgreSQL, MySQL, SQLite)
  • MCP piiiico/proof-of-commitment — Supply chain risk scorer for npm and PyPI — single-maintainer CRITICAL flags before attacks happen
  • MCP pierrebrunelle/mcp-server-openai — Query OpenAI models directly from Claude using MCP protocol.
  • MCP pickelfintech/the13f-mcp — Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings, similarity, regime, sector flows.
  • MCP pickelfintech/sentisift-sdks — Official Python, TypeScript, and MCP-server clients for the SentiSift API.
  • MCP picahq/mcp — 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
  • MCP pibblokto/cert-manager-mcp-server — MCP Server for cert-manager
  • MCP pi22by7/In-Memoria — Persistent Intelligence Infrastructure for AI Agents
  • MCP phuongrealmax/code-guardian — Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Claude Code + MCP.
  • MCP PhungXuanAnh/selenium-mcp-server — 🐍 🏠 🍎 🪟 🐧 - A Model Context Protocol server providing web automation capabilities through Selenium WebDriver
  • MCP PhpCodeArcheology/PhpCodeArcheology — PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, dependency graphs, git churn hotspots, and AI-ready MCP server. Alternative to PHPMetrics
  • MCP PhononX/cv-mcp-server — Carbon Voice MCP Server
  • MCP philrox/ris-mcp-ts — MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more
  • MCP phisanti/MCPR — MCPR enables AI agents to participate in interactive R sessions for professional analysis workflows.
  • MCP Pharaoh-so/pharaoh — Pharaoh-so/pharaoh — indexed from awesome-mcp-servers-punkpeye
  • MCP pgtuner_mcp — provides AI-powered PostgreSQL performance tuning capabilities.
  • MCP pghdma/callrail-mcp — Model Context Protocol (MCP) server for the CallRail REST API v3 — query calls, form submissions, transcripts, and more from Claude Code, Claude Desktop, Cursor, or any MCP client.
  • MCP pfillion42/memviz — A local vector memory explorer with a modern UI. Browse, search, visualize and manage SQLite-vec databases from MCP Memory Service.
  • MCP peturgeorgievv-factory/postfast-mcp — peturgeorgievv-factory/postfast-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP peterbeck111/knowledgelib-io — peterbeck111/knowledgelib-io — indexed from awesome-mcp-servers-punkpeye
  • MCP peter-j-thompson/semanticapi-mcp — MCP server for Semantic API — discover and call any API using natural language
  • MCP Perspective-AI/mcp — MCP server for Perspective AI. An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and tr
  • MCP pepabo/muumuu-domain-mcp — pepabo/muumuu-domain-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP pepabo/colormeshop-mcp — Official remote MCP server for Color Me Shop
  • MCP Pentagonal-ai/pentagonal — Pentagonal-ai/pentagonal — indexed from awesome-mcp-servers-punkpeye
  • MCP penfieldlabs/penfield-mcp — 🧠 Persistent memory for AI Agents. Free trial → https://portal.penfield.app/sign-up
  • MCP peek-travel/mcp-intro — ☁️ 🍎 🪟 🐧 - Remote MCP Server for discovering and planning experiences, at home and on vacation
  • MCP Pearch-ai/mcp_pearch — The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.
  • MCP pdavis68/RepoMapper — Continue
  • MCP PCDCK/ozon-mcp — MCP-сервер для Ozon Seller API и Performance API — подключите любого AI-агента к кабинету продавца
  • MCP payclaw/mcp-server — Badge identity + virtual Visa cards for AI agents. MCP-native.
  • MCP paulieb89/govuk-mcp — MCP server for GOV.UK — search, content drill-down, organisations, and postcode lookup. 5 tools, no API key, hosted on Fly.io.
  • MCP PaulieB14/graph-polymarket-mcp — MCP server for Polymarket prediction markets — 31 tools combining The Graph subgraphs + Polymarket REST APIs (Gamma + CLOB) for market search, live prices, order books, trader P&L,
  • MCP PaulieB14/graph-aave-mcp — MCP server for querying AAVE V2/V3/V4 lending and governance data via The Graph — 7 chains across 11 subgraphs (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom + Gov
  • MCP paulhkang94/markview — Native macOS markdown preview + MCP server for Claude Code. Swift/SwiftUI, GFM, Mermaid, syntax highlighting. No Electron.
  • MCP paulburgess1357/nvim-mcp — MCP server that connects AI agents to your running Neovim instance via msgpack-RPC — no plugins required.
  • MCP PatrickSys/codebase-context — Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
  • MCP PatrickPalmer/MayaMCP — Model Context Protocol (MCP) server implementation for Autodesk Maya
  • MCP Patdolitse/piia-engram — One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.
  • MCP PaSympa/discord-mcp — MCP server to control Discord — messages, channels, roles, permissions, members, and moderation
  • MCP pastorsimon1798/mcp-video — Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.
  • MCP partymola/monzo-mcp — MCP server for the Monzo banking API with OAuth, local transaction cache, and spending analysis
  • MCP partymola/fitbit-mcp — MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis
  • MCP particlefuture/MCPDiscovery — 🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
  • MCP parallel-web/task-mcp — ☁️ 🔎 - Highest Accuracy Deep Research and Batch Tasks MCP
  • MCP parasxos/cpp26-adapter — Claude Code plugin that turns Claude into a C++26 specialist. Standard-first suggestions; compiler-honest verification.
  • MCP parallel-web/search-mcp — ☁️ 🔎 - Highest Accuracy Web Search for AI
  • MCP paracetamol951/P-Link-MCP — x402 client implementation (x402-fetch), HTTP 402 server implementation and Model Context Protocol (MCP) for P-Link.io : pay, send and receive money with agents
  • MCP paracetamol951/caisse-enregistreuse-mcp-server — Kash.click MCP server [Official]
  • MCP papersflow-ai/papersflow-mcp — papersflow-mcp is PapersFlow’s production MCP server for literature search, citation verification, related-paper discovery, and authenticated research workflows across Claude, Code
  • MCP panther-labs/mcp-panther — Write detections, investigate alerts, and query logs from your favorite AI agents
  • MCP Pantheon-Security/notebooklm-mcp-secure — Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
  • MCP Pantheon-Security/chrome-mcp-secure — Secure ChromeMCP Server - Query and Debugging sites using Google Chrome with additional security hardening layers
  • MCP pallaprolus/mendeley-mcp — MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients
  • MCP PantelisGeorgiadis/dicomweb-mcp-server — DICOMweb Model Context Protocol (MCP) server implementation
  • MCP paladini/mcp-me — Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that gives any AI a full picture of who you are
  • MCP paladini/devutils-mcp-server — An open-source DevUtils MCP Server — a comprehensive developer utilities toolkit for the Docker MCP Catalog. It provides 36 tools across 8 categories that AI assistants can invoke
  • MCP pab1ito/chess-mcp — A Model Context Protocol server for Chess.com's Published Data API. This provides access to Chess.com player data, game records, and other public information through standardized M
  • MCP pab1it0/tripadvisor-mcp — A Model Context Protocol (MCP) server for Tripadvisor Content API. This provides access to Tripadvisor location data, reviews, and photos through standardized MCP interfaces, allow
  • MCP pab1it0/adx-mcp-server — A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
  • MCP pab1it0/prometheus-mcp-server — A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
  • MCP P4ST4S/mcp-audit — A transparent Go proxy that intercepts, signs, and audits all MCP tool calls between any client and server, without modifying either.
  • MCP ozgurcd/gograph — A fast, local-only CLI tool to generate repository structures and improve IDE context awareness for Go codebases.
  • MCP ovlabs/mcp-server-originalvoices — MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digital Twins for real-time audience research.
  • MCP oxgeneral/agentnet — Your agent has zero users. This fixes that. An agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as an MCP server
  • MCP overpod/mcp-telegram — Connect Telegram to Claude AI — messages, media, reactions, polls, scheduled messages & more. Hosted version: mcp-telegram.com (QR login, 30 sec setup). Built on GramJS/MTProto.
  • MCP OverQuotaAI/chatterboxio-mcp-server — A Model Context Protocol server implementation for ChatterBox, enabling AI agents to interact with online meetings and generate meeting summaries
  • MCP ouvreboite/openapi-to-mcp — An MCP server for your API
  • MCP OthmaneBlial/term_mcp_deepseek — A MCP‑like server using the DeepSeek API for Terminal
  • MCP osulivan/skill4agent-mcp-server — MCP Server for skill4agent - Search and install AI skills via Model Context Protocol
  • MCP Osseni94/keyneg-mcp — Keyneg connector
  • MCP Osseni94/oyemi-mcp — MCP support for Oyemi Library
  • MCP OSOJDJD/deeplook — Company intelligence for AI agents — any company, one call
  • MCP oso95/domain-suite-mcp — MCP with skills for your agent to do domain and DNS management across Porkbun, Namecheap, GoDaddy and Cloudflare.
  • MCP osinmv/funciton-lookup-mcp — MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source files across multiple languages (Python, C, Go, C++, JS, Rust,
  • MCP OrygnsCode/opa-mcp-server — Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through any MCP-compatible client.
  • MCP orellazi/coda-mcp — MCP Server for Coda
  • MCP oraios/serena — A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
  • MCP opusforge/gorilla-mcp — MCP server for Gorilla. Find your first SaaS users on Reddit, X, YouTube, and TikTok. https://usegorilla.app
  • MCP optuna/optuna-mcp — The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
  • MCP optimaquantum/claude-critical-rules-mcp — MCP server for Claude AI providing automatic enforcement of critical rules - Prevents 96 documented failure patterns
  • MCP opslevel/opslevel-mcp — Model Context Protocol (MCP) server for OpsLevel
  • MCP opgginc/opgg-mcp — 📇 ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and charact
  • MCP operative_sh/web-eval-agent — An MCP server that autonomously evaluates web applications.
  • MCP operantlabs/operant-mcp — Turn your AI agent into a hacker by plugging in this MCP
  • MCP OpenZeppelin/contracts-wizard — Interactive smart contract generator based on OpenZeppelin Contracts.
  • MCP opentabs-dev/opentabs — Browser automation clicks buttons. OpenTabs calls APIs.
  • MCP openstack-kr/python-openstackmcp-server — openstack mcp server
  • MCP openMF/mcp-mifosx — Model Context Protocol - MCP for Mifos X
  • MCP @openpulsechain/mcp-server — Open-source PulseChain analytics platform — token prices, safety scoring, smart money tracking, holder leagues, bridge stats. REST API + MCP server for AI agents.
  • MCP openMF/mcp-mifosx-self-service — MCP Server for Mifos X - Self Service
  • MCP openlink/mcp-server-sqlalchemy — A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy.
  • MCP openlink/mcp-server-jdbc — Java based Model Context Procotol (MCP) Server for JDBC
  • MCP OpenDataMCP/OpenDataMCP — Connect any Open Data to any LLM with Model Context Protocol.
  • MCP opendatalab/MinerU-Ecosystem — opendatalab/MinerU-Ecosystem — indexed from awesome-mcp-servers-punkpeye
  • MCP open-strategy-partners/osp_marketing_tools — A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
  • MCP openbnb-org/mcp-server-airbnb — Search Airbnb using your AI Agent
  • MCP open-agreements/open-agreements — Fill standard legal agreement templates and produce signable DOCX files.
  • MCP ooples/token-optimizer-mcp — Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
  • MCP ooples/mcp-console-automation — MCP server for AI-driven console application automation and monitoring
  • MCP ONE8943/ai-furniture-hub — MCP server for AI agents: 15 tools, 300+ products, 31 categories. mm-precision furniture search, curated sets, replacement finder with fitscore, AI visibility diagnosis, OpenAPI 3.
  • MCP omniologynow-rgb/scout-intel-mcp — The Google for AI agents — give Claude the power to research any company, analyze competitors, and track market trends. 6 tools, 5+ data sources, confidence-scored JSON. pip instal
  • MCP omniologynow-rgb/profitspot-mcp — The DeFi Brain for AI agents — give Claude the power to grade 6,500 liquidity pools across 86 chains. Risk scoring, Monte Carlo sims, impermanent loss, whale tracking. pip install
  • MCP omni-mcp/isaac-sim-mcp — Isaac Simulation MCP Extension and Server
  • MCP Oluwatunmise-olat/mcp-server-logs-sieve — A Model Context Protocol (MCP) server that enables AI assistants to efficiently filter and analyze Cloud Platform logs by specific prefixes and patterns.
  • MCP omni-fun-mcp-server — MCP server for omni.fun — multichain memecoin launchpad. 8 tools for AI agents: trending tokens, search, quotes, bonding curves, trade simulation, chain info.
  • MCP omega-memory/omega-memory — Persistent memory for AI coding agents
  • MCP olostep/olostep-mcp-server — MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agent the ability to scrape, crawl, batch-extra
  • MCP olgasafonova/productplan-mcp-server — MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features
  • MCP olgasafonova/gleif-mcp-server — MCP server for GLEIF LEI (Legal Entity Identifier) database access
  • MCP olalonde/mcp-human — Human Assistance for AI Assistants
  • MCP OHNLP/omop_mcp — Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models
  • MCP OFODevelopment/cerebrochain-mcp-server — The first logistics/WMS MCP server for AI agents. Rate shopping, inventory, orders, fleet tracking, AI forecasting. 13+ tools, free tier + x402 paid tier.
  • MCP offorte/offorte-mcp-server — MCP server for the Offorte API - Create & send proposals using AI
  • MCP ofershap/real-browser-mcp — MCP server + Chrome extension that gives AI agents control of your real browser with existing sessions and logins
  • MCP ofershap/mcp-server-s3 — MCP server for AWS S3 — list buckets, browse objects, upload/download, presigned URLs
  • MCP ofershap/mcp-server-github-actions — MCP server for GitHub Actions — view runs, read logs, re-run jobs, trigger workflows
  • MCP ofershap/mcp-server-cloudflare — MCP server to manage Cloudflare Workers, KV, R2, DNS, and cache from your IDE
  • MCP ofershap/cursor-usage — Ask your AI agent about your team's Cursor spending. MCP server + Cursor plugin + Claude Code plugin wrapping the full Cursor Enterprise API.
  • MCP OctoMind-dev/octomind-mcp — An MCP server for octomind tools, resources and prompts
  • MCP oerc-s/primordia — AI Agent Economic Settlement Infrastructure - Machine-to-Machine Clearing
  • MCP OctoEverywhere/mcp — A free 3D Printing MCP server that allows for getting live printer state, webcam snapshots, and printer control.
  • MCP Octodamus/octodamus-core — Octodamus/octodamus-core — indexed from awesome-mcp-servers-punkpeye
  • MCP octoco-ltd/sheetsdata-mcp — sheetsdata-mcp
  • MCP OctagonAI/octagon-mcp-server — A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based r
  • MCP NyxToolsDev/dicom-hl7-mcp-server — DICOM/HL7 healthcare interoperability MCP server for Claude
  • MCP nyxn-ai/NyxDocs — Cryptocurrency Documentation MCP Server - AI-powered documentation collection and management system for blockchain projects
  • MCP Nyrok/flompt — flow + prompt = flompt - Visual AI Prompt Builder. Decompose, edit as flowchart, recompile into optimized machine-readable prompts
  • MCP nvms/tui-mcp — nvms/tui-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP nwiizo/tfmcp — 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform config
  • MCP nullpath-labs/mcp-client — Discover and pay AI agents on nullpath's marketplace via MCP. x402 micropayments with USDC.
  • MCP ntriq-gh/ntriq-agentshop — AI agent data market — 6 analysis APIs via x402 micropayments (USDC on Base). Pay-per-use document intelligence, invoice extraction, PII detection, sentiment analysis. No API keys
  • MCP nteract/semiotic — React data visualization library for streaming, networks, and AI-assisted development
  • MCP novyxlabs/novyx-mcp — novyxlabs/novyx-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP notasandy/mcp-code-sanitizer — Strict AI code reviewer MCP server powered by Groq
  • MCP nonatofabio/local-faiss-mcp — Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.
  • MCP NON906/omniparser-autogui-mcp — Automatic operation of on-screen GUI.
  • MCP Nolas-Shadow/agent1st-ads-mcp — Facebook and Tic Toc MCP
  • MCP noblabs/lit-forge-mcp — MCP server (18 tools): NISA/iDeCo/retirement simulation, 28-indicator market snapshot, individual stock fundamentals (dividend/analyst), economic release calendars from 6 official
  • MCP nkapila6/mcp-local-rag — "primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
  • MCP nnemirovsky/iwdp-mcp — MCP server + CLI for iOS Safari debugging via ios-webkit-debug-proxy — full WebKit Inspector Protocol support
  • MCP nk3750/jitapi — Just-in-Time API Orchestration for LLMs - An MCP server for dynamic API discovery and execution
  • MCP Nishant-Chaudhary5338/mcp-toolkit — 9 MCP servers for React + TypeScript automation — component scaffolding, dep auditing, WCAG checking, test generation, TypeScript enforcement, and monorepo management.
  • MCP niledatabase/nile-mcp-server — MCP server for Nile Database - Manage and query databases, tenants, users, auth using LLMs
  • MCP nikolai-vysotskyi/trace-mcp — MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
  • MCP nikicat/mcp-wallet-signer — MCP server that routes blockchain transactions to browser wallets for signing
  • MCP nihalxkumar/arch-mcp — Arch Linux MCP (Model Context Protocol) Server
  • MCP NicolasPrimeau/artel — Self-hosted coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs. Instances mesh together via feeds and mDNS. An autonomous archivist keeps
  • MCP nicolascroce/keepsake-mcp — MCP server for Keepsake personal CRM — connect your AI agent to your contacts, tasks, notes, and more
  • MCP nicktcode/swissgroceries-mcp — MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl
  • MCP nickpending/mcp-recon — Tellix is a conversational recon interface powered by httpx and LLMs. Just ask.
  • MCP nickclyde/duckduckgo-mcp-server — A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
  • MCP nicholasglazer/gnosis-mcp — Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)
  • MCP nicholasbester/clickup-cli — CLI for the ClickUp API, optimized for AI agents
  • MCP nguyenvanduocit/jira-mcp — A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI mo
  • MCP nguyenvanduocit/all-in-one-model-context-protocol — 🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
  • MCP nfemmanuel/iranti — Memory infrastructure for multi-agent AI systems. Shared, persistent, consistent knowledge for agents that need to stop forgetting.
  • MCP nexusforge-tools/mcp-eu-finance — MCP server for European financial data — ECB rates, Eurostat inflation, GDP, unemployment. Works with Claude, Cursor, Windsurf.
  • MCP NexusFeed/nexusfeed-mcp — NexusFeed/nexusfeed-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP newageflyfish-max/volthq — newageflyfish-max/volthq — indexed from awesome-mcp-servers-punkpeye
  • MCP Neverlow512/agent-droid-bridge — Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.
  • MCP netdata/netdata#Netdata — The fastest path to AI-powered full stack observability, even for lean teams.
  • MCP nesquikm/mcp-rubber-duck — An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who
  • MCP neptun2000/heor-agent-mcp — neptun2000/heor-agent-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP neondatabase/mcp-server-neon — MCP server for interacting with Neon Management API and databases
  • MCP neo4j-contrib/mcp-neo4j — Neo4j Labs Model Context Protocol servers
  • MCP Neo1228/spring-boot-starter-swagger-mcp — Turn SpringDoc OpenAPI into production-ready MCP tools for Spring Boot: discovery, validation, workflows, and guardrails.
  • MCP neilberkman/editorconfig_mcp — 📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the
  • MCP Nebula-Block-Data/nebulablock-mcp-server — 📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
  • MCP ndthanhdev/mcp-browser-kit — An MCP Server that enables AI assistants to interact with your local browsers.
  • MCP ndl-systems/kevros-mcp — ndl-systems/kevros-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP ndjordjevic/pinrag — A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants
  • MCP nckhemanth0/subscription-tracker-mcp — 🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration.
  • MCP narumiruna/gitingest-mcp — 🐍 🏠 - A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
  • MCP NazarKalytiuk/tarn — CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.
  • MCP narumiruna/yfinance-mcp — 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.
  • MCP Narasimhaponnada/mermaid-mcp — 📇 ☁️ 🍎 🪟 🐧 - AI-powered Mermaid diagram generation with 22+ diagram types including flowcharts, sequence diagrams, class diagrams, ER diagrams, architecture diagrams, state mac
  • MCP nangman-infra/touch-browser — Turn any web page into traceable, citable evidence for AI agents.
  • MCP nanana-app/mcp-server-nano-banana — MCP server for Nanana AI image generation powered by Google Gemini's nano banana
  • MCP NameetP/pdfmux — PDF extraction that checks its own work. #2 reading order accuracy — zero AI, zero GPU, zero cost.
  • MCP nalediym/touch-grass — A Claude Code plugin that teaches your AI agent to remind you to go outside. Weather-aware, sunset-aware, session-aware. Ships an MCP server + SessionStart hook + skill.
  • MCP nakulben/whatsapp-mcp — WhatsApp MCP Server — Manage templates & send messages via Claude, Cursor, or any MCP client. Meta Cloud API.
  • MCP nach-dakwale/instadomain-mcp — MCP server that lets AI agents register domains instantly. Stripe + x402 crypto payments, Cloudflare DNS, bulk checks, renewals, transfers.
  • MCP NAJEMWEHBE/unreal-ai-connection — Drive Unreal Engine 5.7 from any MCP client — 143 editor-automation tools (inspect, author, render) over a local TCP socket.
  • MCP NakaokaRei/swift-mcp-gui — MCP server that can execute commands such as keyboard input and mouse movement on macOS
  • MCP n8daniels/RulesetMCP — Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules
  • MCP n24q02m/wet-mcp — Open-source MCP Server for web search, content extraction, library docs & multimodal analysis.
  • MCP n24q02m/better-godot-mcp — Composite MCP server for Godot Engine -- 17 mega-tools for AI-assisted game development
  • MCP n24q02m/mnemo-mcp — Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
  • MCP n24q02m/better-email-mcp — IMAP/SMTP email server for AI agents -- 6 composite tools with multi-account and auto-discovery
  • MCP mzxrai/mcp-webresearch — MCP web research server (give Claude real-time info from the web)
  • MCP mzxrai/mcp-openai — Chat with OpenAI models from Claude Desktop
  • MCP MyMedi-AI/mymedi-ai-mcp-server — Healthcare billing MCP server — 20 AI tools for ICD-10, CPT, HCPCS lookup (81,769 codes with RVU + OPPS pricing), prior auth prediction, claims validation, denial-risk scoring, and
  • MCP MyAgentHubs/aimemo — 🏎️ 🏠 🍎 🪟 🐧 - Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
  • MCP MWGMorningwood/Central-Memory-MCP — A custom fork of @modelcontextprotocol/server-memory using Azure Functions MCP triggers and Table storage.
  • MCP mvtandas/wp-cli-mcp — MCP server that gives AI tools full WordPress management via WP-CLI — 30+ tools for themes, plugins, posts, menus, users, database, and scaffolding
  • MCP muvon/octocode — Semantic code searcher and codebase utility
  • MCP muvon/mcp-binance-futures — MCP server to trade futures on Binance
  • MCP musepy/genable — Quality-first AI UI generator for Figma. Multi-protocol: Gemini · Claude · OpenAI-compatible.
  • MCP mumez/pharo-smalltalk-interop-mcp-server — A local MCP server to communicate local Pharo Smalltalk image
  • MCP multimail-dev/mcp-server — MCP server for MultiMail — Verifiable identity email for AI agents
  • MCP muhannad-hash/mcp-shield — Security scanner for MCP servers - detect backdoors, exfiltration, and prompt injection
  • MCP muhannad-hash/git-context-mcp — MCP server that answers why code exists - git blame, PR descriptions, and linked issues
  • MCP Muhammed-AbdelGhany/rest_api_mcp — Muhammed-AbdelGhany/rest_api_mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP muammar-yacoob/GMail-Manager-MCP — Organize your GMail via MCP
  • MCP Mtehabsim/ScreenPilot — Tool that allows the AI to control your device in the same way you do, enabling automation for everything!
  • MCP mshegolev/jaeger-mcp — MCP server for Jaeger — search traces, inspect spans, map service dependencies
  • MCP mshegolev/gitlab-ci-mcp — MCP server for GitLab CI/CD — pipelines, schedules, MRs, files. Works with any GitLab (SaaS or self-hosted).
  • MCP msaad00/agent-bom — AI supply-chain security scanner and self-hosted control plane for agents, MCP, SBOM/SARIF, graph findings, runtime enforcement, and compliance evidence.
  • MCP mrslbt/xendit-mcp — MCP server for the Xendit payment API. Invoices, disbursements, balances, and transactions across Indonesia, the Philippines, Thailand, Vietnam, and Malaysia.
  • MCP mrslbt/rippr — YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats
  • MCP mrslbt/rakuten-mcp — MCP server for the Rakuten Web Service API. Covers Rakuten Ichiba, Rakuten Books, and Rakuten Travel.
  • MCP mrostamii/rancher-mcp-server — Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.
  • MCP mrexodia/user-feedback-mcp — Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
  • MCP mrjoshuak/godoc-mcp — MCP server that reduces LLM context usage when AI coding agents work with Go — structured documentation instead of source-file dumps.
  • MCP mrexodia/ida-pro-mcp — AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
  • MCP mpeirone/zabbix-mcp-server — 🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and docu
  • MCP moro3k/mcp-altegio — 📇 ☁️ - MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.
  • MCP moxiespirit/oathscore — Every API makes promises. OathScore checks the receipts. Real-time world state + independent API quality ratings for AI trading agents.
  • MCP mordor-forge/trident-mcp — Multi-provider 3D model generation MCP server (Tripo, Meshy, Rodin). Text/image/multiview-to-3D, retopology, format conversion, stylization.
  • MCP mordor-forge/gemini-media-mcp — Unified Go MCP server for AI media generation via Google Gemini API and Vertex AI
  • MCP mopanc/depguard — Audit npm packages for security, maintenance, licenses and dependencies. Recommends install or write-from-scratch.
  • MCP montumodi/mongodb-atlas-mcp-server — MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client
  • MCP MoltyCel/moltrust-mcp-server — MCP server for MolTrust — Trust Infrastructure for AI Agents
  • MCP MonadsAG/capsulecrm-mcp — 📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule CRM including Claude Desktop ready DTX-file
  • MCP molanojustin/smithsonian-mcp — A Model Context Protocol (MCP) server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
  • MCP MohamedAbdallah-14/prompt-to-asset — MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, illustrations) — routes across 30+ image models, zero-key first, validates before shipping.
  • MCP modelcontextprotocol/server-puppeteer — Reference MCP servers that are no longer maintained
  • MCP Model Context Protocol (MCP) Quickstart — Model Context Protocol (MCP) is an open-source standard released by Anthropic in November 2024 that enables AI models to interact with external data sources through a unified int
  • MCP mockherodev/mcp-server — mockherodev/mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP mobileshop9991-star/clipwise-mcp — MCP server for Clipwise — AI tools for short-form video creators (TikTok, Reels, Shorts)
  • MCP MobileReality/mdma — Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps
  • MCP mobile-next/mobile-mcp — Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
  • MCP mobb-dev/mobb-vibe-shield-mcp — Automatic security vulnerability remediation for your code.
  • MCP mnlt/wellread — Collective research memory for AI agents
  • MCP mnemox-ai/tradememory-protocol — Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
  • MCP mnemox-ai/idea-reality-mcp — Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
  • MCP mmorris35/devplan-mcp-server — MCP server for generating development plans, project roadmaps, and task breakdowns for Claude Code. Turn project ideas into paint-by-numbers implementation plans.
  • MCP mmntm/weblate-mcp — 📇 ☁️ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discove
  • MCP mlorentedev/hive — Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP
  • MCP mlava/scholar-sidekick-mcp — MCP server for Scholar Sidekick — resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS, WHO IRIS) into 10,000+ CSL styles or nine export formats, single or ba
  • MCP MladenSU/cli-mcp-server — Command line interface for MCP clients with secure execution and customizable security policies
  • MCP mission69b/t2000 — Agentic finance infrastructure.
  • MCP minhyeoky/mcp-server-ledger — A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial
  • MCP misiektoja/kill-process-mcp — AI-powered cross-platform MCP server exposing LLM-accessible tools to list and terminate OS processes via natural language queries
  • MCP minhoyoo-iotrust/WAIaaS — Wallet-as-a-Service for all AI agents in the world
  • MCP mindsdb/mindsdb — Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and de
  • MCP mikusnuz/umami-mcp — Full-coverage MCP server for Umami Analytics API v2 — 66 tools, 2 resources, 2 prompts
  • MCP MindscapeHQ/server-raygun — Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you.
  • MCP Milofax/xert-mcp — Model Context Protocol (MCP) server for XERT API - access fitness signature, training load, workouts and activities
  • MCP mikusnuz/pexbot-mcp — MCP server for pex.bot — AI simulated crypto trading with real-time Upbit prices. 11 tools, 5 resources, 5 prompts.
  • MCP mikusnuz/npm-mcp — MCP server for npm package management — 32 tools for publish, install, audit, search, security & more
  • MCP mikusnuz/dynadot-mcp — MCP server for Dynadot domain registrar API3 — 60 tools for domains, DNS, contacts, transfers & more
  • MCP mikusnuz/meta-ads-mcp — MCP server for Meta Marketing API v25.0 — 135 tools for Facebook & Instagram ad campaign management
  • MCP mikusnuz/cws-mcp — MCP server for Chrome Web Store — upload, publish, status, metadata & Playwright-based UI automation
  • MCP mikusnuz/app-publish-mcp — Unified MCP server for App Store Connect & Google Play Console — 91 tools for listings, screenshots, releases, reviews & submissions
  • MCP MikeRecognex/mcp-codebase-index — 17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
  • MCP MikkoParkkola/nab — Ultra-minimal browser engine with HTTP/3, JS support, cookie auth, passkeys, and anti-fingerprinting
  • MCP MikkoParkkola/mcp-gateway — Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings
  • MCP mikechao/metmuseum-mcp — Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York
  • MCP mikechao/brave-search-mcp — An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context S
  • MCP mikechao/balldontlie-mcp — An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB
  • MCP mikan-atomoki/text-to-model — mikan-atomoki/text-to-model — indexed from awesome-mcp-servers-punkpeye
  • MCP mihaelamj/cupertino — A local Apple Documentation crawler and MCP server. Written in Swift.
  • MCP microsoft/markitdown — Python tool for converting files and office documents to Markdown.
  • MCP micl2e2/code-to-tree — A runtime-free MCP server that converts source code into AST🌲, regardless of language.
  • MCP michaelrice/zendesk-mcp — Zendesk MCP server for Claude Code and other MCP clients
  • MCP mickaelkerjean/filestash — :filefolder: File Management Platform / Universal Data Access Layer (without FUSE)
  • MCP Michael2150/flamerobin-mcp-server — Michael2150/flamerobin-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP Mibayy/token-savior — The MCP server that turns Claude into the only coding agent hitting 100% on a real benchmark. -77% active tokens, -76% wall time, 0 losses across 96 tasks on Claude Opus 4.7. Struc
  • MCP michael-denyer/memory-mcp — Engram-inspired memory MCP server with hot cache and pattern mining
  • MCP mhmzdev/Figma-Flutter-MCP — An MCP server that provides the coding agents Figma's design token to write Flutter code.
  • MCP metrxbots/mcp-server — MCP server for AI agent cost intelligence — 23 tools to track spend, optimize models, manage budgets, detect waste, and prove ROI
  • MCP metoro-io/metoro-mcp-server — Metoro MCP Server
  • MCP metatool-ai/metatool-app — MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
  • MCP metorial/metorial — Connect any AI model to 1200+ integrations (MCP, CLI, API)
  • MCP Metadrama/obscura-mcp — MCP server adapter for Obscura headless browser — CDP automation without Chrome dependency
  • MCP MeshLedger/MeshLedger — MeshLedger/MeshLedger — indexed from awesome-mcp-servers-punkpeye
  • MCP MervinPraison/praisonai-mcp — MCP server that exposes PraisonAI tools for Claude Desktop, Cursor, and other MCP clients
  • MCP merterbak/Grok-MCP — MCP server for xAI's Grok API with agentic tool calling, image and video generation, vision, and file support.
  • MCP mercurialsolo/counsel-mcp — MCP server for counsel
  • MCP MendleM/Pipepost — MCP server to publish to Dev.to, Ghost, Hashnode, WordPress, Medium, LinkedIn, X, Bluesky, Mastodon from Claude Code. SEO scoring, canonical-URL wiring, social-post generation, Uns
  • MCP MerabyLabs/promptarchitect-mcp — 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.
  • MCP memstate-ai/memstate-mcp — memstate-ai/memstate-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP memgraph/mcp-memgraph — Toolkit for building AI-driven graph apps on Memgraph, with LangChain, MCP, and agent implementations.
  • MCP mem0ai/mem0-mcp — 🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implement
  • MCP megberts/mcp-websitepublisher-ai — Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1 auto-discovery. Works with Claude, ChatGPT, Mistral/Le Chat, Cursor and more.
  • MCP mediar-ai/screenpipe — YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure
  • MCP meanands/npm-package-docs-mcp — A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE. This tool fetches the latest README documentation from either the
  • MCP meal-inc/bonnard-cli — Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co-pilot. Skills included.
  • MCP meacheal-ai/mrc-data — China's apparel supply chain data infrastructure for AI agents — 3,000+ verified suppliers, 350+ lab-tested fabrics, 170+ industrial clusters. MCP + REST + OpenAPI.
  • MCP mctlhq/mctl-mcp — mctlhq/mctl-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP mcpware/ui-annotator-mcp — MCP server that annotates any web page with hover labels — zero extensions, works in any browser
  • MCP mcpware/pagecast — Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg
  • MCP mcpdotdirect/starknet-mcp-server — MCP server that provides LLM with tools for interacting with Starknet
  • MCP mcpdotdirect/evm-mcp-server — MCP server that provides LLMs with tools for interacting with EVM networks
  • MCP Git MCP Server — Reference MCP server for Git operations. Read status, diffs, logs, and write commits from inside an agent.
  • MCP Fetch MCP Server — Reference MCP server for fetching web pages and converting them to markdown. Point an agent at any URL.
  • MCP mckinsey/vizro-mcp — Vizro is a low-code toolkit for building high-quality data visualization apps.
  • MCP mbrummerstedt/powerbi-analyst-mcp — This repo is a local mcp server made for connecting Power BI to your llm for analysis purposes
  • MCP mbrassey/solentic — mbrassey/solentic — indexed from awesome-mcp-servers-punkpeye
  • MCP mberg/kokoro-tts-mcp — Kokoro Text to Speech (TTS) MCP Server
  • MCP mbentham/SqlAugur — MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.
  • MCP maxim-saplin/mcp_safe_local_python_executor — Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, clou
  • MCP mbailey/voice-mcp — Natural voice conversations with Claude Code
  • MCP maxkuminov/obsidian-mcp — Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRUD, OAuth, and a self-describing vault guide.
  • MCP mattjegan/swarmia-mcp — A read-only local MCP server for to interact with swarmia.com
  • MCP mavdol/capsule/mcp-server — Secure runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
  • MCP mattjoyce/mcp-persona-sessions — MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas
  • MCP mattijsdp/dbt-docs-mcp — MCP (model context protocol) server for interacting with dbt Docs
  • MCP MattJeff/orizn-mcp-server — MCP server for Orizn Visa API — visa requirements for 39,585 passport-destination pairs in 15 languages
  • MCP Mattbusel/Reddit-Options-Trader-ROT- — A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.
  • MCP MatiousCorp/google-ad-manager-mcp — MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, Gemini, Cursor, and VS Code. Automate your ad o
  • MCP matbel91765/gis-mcp-server — 🐍 🏠 🍎 🪟 🐧 - Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis, and file I/O (Shapefile, GeoJSON, GeoPackage)
  • MCP masondelan/selvedge — Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local
  • MCP MastadoonPrime/sylex-search — Universal search engine for AI agents. Discover products, services, and businesses across every category via MCP.
  • MCP marykovziridze/screaming-frog-mcp — MCP server for Screaming Frog SEO Spider — headless crawls, data export, and a technical SEO scan skill for Claude. Patched for cross-platform support (Mac + Windows).
  • MCP MARUCIE/authbox — Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gateway.
  • MCP Martinqi826/dida-mcp — 滴答清单 (Dida365/TickTick) MCP Server - 让 AI 助手控制你的滴答清单 | For OpenClaw, Claude Desktop & any MCP client
  • MCP martingeidobler/android-mcp-server — MCP server for controlling Android emulators via ADB — screenshots, UI interaction, logcat, and bug documentation for Claude Code
  • MCP marras0914/agent-toolbelt — marras0914/agent-toolbelt — indexed from awesome-mcp-servers-punkpeye
  • MCP marlinjai/email-mcp — Unified MCP server for email access across Gmail, Outlook, iCloud, and IMAP
  • MCP MarkusPfundstein/mcp-gsuite — MCP Server to interact with Google Gsuite prodcuts
  • MCP markpdxt/dronelytics-mcp — MCP server for US drone airspace intelligence and mission planning — 24 tools for airspace queries, mission generation, Part 107 compliance, and flight plan export
  • MCP markmircea/Selenix-MCP-Server — MCP server that bridges Claude Desktop (or any other local app supporting MCP) with Selenix for browser automation and testing. Enables creating, running, debugging, and managing b
  • MCP markmhendrickson/neotoma — Your agents forget. Neotoma makes them remember.
  • MCP Markgatcha/universal-mcp-toolkit — The canonical open-source monorepo for production-ready MCP servers.
  • MCP marketplaceadpros/amazon-ads-mcp-server — MCP Server to interact with Amazon Ads
  • MCP mark3labs/mcp-filesystem-server — Go server implementing Model Context Protocol (MCP) for filesystem operations.
  • MCP MariusAure/needhuman-mcp — Human-as-a-Service MCP server for AI agents. When your agent needs a real human (accept ToS, create accounts, verify identity), POST a task and a person handles it. 3 free tasks.
  • MCP marin1321/mcp-devtools — AI-native developer tools via MCP — filesystem, databases, processes and OpenAPI for any MCP-compatible agent
  • MCP mariocandela/beelzebub — A secure low code deception runtime framework, leveraging AI for System Virtualization.
  • MCP MarcinDudekDev/the-data-collector — HN, Bluesky, Substack scraping MCP server with x402 micropayments
  • MCP MarcelRoozekrans/memorylens-mcp — MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory
  • MCP marcelmarais/Spotify — Lightweight MCP server for Spotify
  • MCP MarcinDudekDev/crypto-signals-mcp — MCP server for real-time crypto volume anomaly detection across 50+ tokens. Detects unusual trading activity, whale movements, and pump signals.
  • MCP MarcelRoozekrans/roslyn-codelens-mcp — Roslyn-based MCP server providing semantic code intelligence for .NET codebases — type hierarchies, call sites, DI registrations, and reflection usage for Claude Code
  • MCP MarceauSolutions/rideshare-comparison-mcp — Compare Uber and Lyft prices for any route - MCP server for Claude Desktop
  • MCP MarceauSolutions/md-to-pdf-mcp — Convert Markdown to professional PDFs with customizable themes - MCP server for Claude Desktop
  • MCP MarceauSolutions/hvac-quotes-mcp — HVAC equipment RFQ management for contractors - MCP server for Claude Desktop
  • MCP MarceauSolutions/amazon-seller-mcp — Amazon Seller Central operations via SP-API - MCP server for Claude Desktop
  • MCP MarceauSolutions/fitness-influencer-mcp — Fitness content creator workflow automation - MCP server for Claude Desktop
  • MCP manusa/Kubernetes MCP Server — Model Context Protocol (MCP) server for Kubernetes and OpenShift
  • MCP mamertofabian/mcp-everything-search — 🐍 🏠 🪟 - Fast Windows file search using Everything SDK
  • MCP malamutemayhem/unclick-agent-native-endpoints — The operating system for the AI-native era.
  • MCP make-software/cspr-trade-mcp — make-software/cspr-trade-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP MakeaMouse/fish-bridge-mcp — An economical and fuel(token) efficient AI tool, graph session memory for looong chat session
  • MCP MailboxValidator/mcp-mailboxvalidator — Email validation MCP server using MailboxValidator API
  • MCP mahdin75/geoserver-mcp — A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API
  • MCP magna-nz/aspnetcore-debugger-mcp — MCP server that lets AI agents (Claude, Cursor) debug your .NET / ASP.NET Core app
  • MCP MAG-Cie/mcp-microsoft-todo — MCP server for Microsoft To Do via Microsoft Graph API. Manage task lists, create, update, complete and delete tasks from Claude Code, Claude Desktop, or any MCP-compatible client.
  • MCP magarcia/mcp-server-giphy — An implementation of Giphy integration with Model Context Protocol
  • MCP madhan-g-p/DevDocs-MCP — Documentation Authority for AI Agents based upon Devdocs
  • MCP madbonez/caldav-mcp — 🐍 ☁️ - Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, o
  • MCP macrocosm-os/macrocosmos-mcp — The MCP for macrocosmos subnets.
  • MCP lyonzin/knowledge-rag — [knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.
  • MCP LvcidPsyche/auto-browser — Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.
  • MCP LWTlong/ai-dev-analytics — An open-source AI coding observability layer. Silently tracks vibe coding sessions via MCP and codifies AI deviations into project rules. 100% local.
  • MCP luminati-io/brightdata-mcp — A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
  • MCP LumabyteCo/clarifyprompt-mcp — LumabyteCo/clarifyprompt-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP lulzasaur9192/marketplace-search-mcp — MCP server for marketplace search & price data — TCGPlayer, Reverb, Thumbtack, OfferUp, Craigslist + contractor/nurse license verification + PSA grading
  • MCP LukeLamb/claude-terminal-mcp — Terminal, filesystem, and background-job tools for Claude Desktop on Linux. Zero-dependency MCP extension, MIT-licensed.
  • MCP Lukaris/framedeck-mcp — MCP server for Framedeck — connect any AI assistant to your content production pipeline
  • MCP LuizEduPP/rememb — Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.
  • MCP lucygoodchild/mcp-national-rail — A Model Context Protocol (MCP) server to retrieve train schedules from National Rail
  • MCP LucasHild/mcp-server-bigquery — A Model Context Protocol server that provides access to BigQuery
  • MCP lpigeon/unitree-go2-mcp-server — The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
  • MCP lpigeon/ros-mcp-server — Connect AI models like Claude & GPT with robots using MCP and ROS.
  • MCP louiscklaw/hko-mcp — Fetch data from Hong Kong Observatory with MCP
  • MCP louis030195/toggl-mcp — let AGI know how you spend your time through the best Toggl MCP
  • MCP louis030195/terminator-mcp-agent — playwright for windows computer use
  • MCP louis030195/easy-obsidian-mcp — wire your brain to AGI through the best obsidian MCP
  • MCP louis030195/gptzero-mcp — 📇 ☁️ 🍎 🪟 🐧 - AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability br
  • MCP louis030195/apollo-io-mcp — let AGI print dollars for you
  • MCP longportapp/openapi — LongPort OpenAPI SDK Base.
  • MCP longevity-genie/synergy-age-mcp — 🎖️ 🐍 🏠 ☁️ - MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
  • MCP longevity-genie/opengenes-mcp — MCP for the open-genes
  • MCP longevity-genie/biothings-mcp — MCP (Model Context Protocol) server for biothings
  • MCP longbridge/longbridge-mcp — longbridge/longbridge-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP logotype/fixparser — 🎖 📇 ☁️ 🏠 📟 - FIX Protocol (send orders, market data, etc.) written in TypeScript.
  • MCP loglux/whatsapp-mcp-stream — A WhatsApp MCP server built around Streamable HTTP transport, using Baileys for WhatsApp connectivity, with a web admin UI and bidirectional media flow (upload + download).
  • MCP logly/mureo — Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.
  • MCP loglux/authmcp-gateway — 🔐 Secure authentication proxy for MCP servers with JWT auth, real-time monitoring, and admin dashboard. Production-ready Docker deployment.
  • MCP Logitale/toreador-mcp-server — Official Model Context Protocol (MCP) server for Toreador — generate crypto QR codes and manage payment sessions from Claude Desktop, Cursor, ChatGPT and other MCP clients.
  • MCP log-logn/langfuse-mcp-java — MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent
  • MCP lofder/dsers-mcp-product — lofder/dsers-mcp-product — indexed from awesome-mcp-servers-punkpeye
  • MCP lodordev/mcp-teslamate-fleet — MCP server for TeslaMate analytics + Fleet API commands via Claude Code
  • MCP lodordev/mcp-romm — MCP server for RomM — browse and manage your retro game library with AI
  • MCP lodordev/mcp-tautulli — MCP server for Tautulli — Plex monitoring via Claude Code
  • MCP localstack/localstack-mcp-server — MCP Server for LocalStack
  • MCP localseodata/mcp-server — MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.
  • MCP lnbits/LNbits-MCP-Server — An MCP server for LNbits
  • MCP lmwharton/sieve-mcp — From company name to investment decision. Sieve scores startups across 7 dimensions so you know who's worth a meeting.
  • MCP live-direct-marketing/ldm-inbox-check-mcp — MCP server for email deliverability testing across 9 providers. Test inbox placement (Inbox vs Spam vs Promotions) with SPF/DKIM/DMARC verification. Works with Claude Desktop, Curs
  • MCP liveblocks/liveblocks-mcp-server — MCP server for Liveblocks.
  • MCP littlebearapps/outlook-assistant — MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.
  • MCP lisamaraventano-spine/mcp-server — MCP server for Underground Cultural District — 23 tools, 218+ digital goods for AI agents. Free dev tools + paid catalog + Stripe checkout. npm: @underground-cultural-district/mcp-
  • MCP lithtrix/lithtrix-mcp — Memory Consolidation for AI agents across vendors, owners, and time. Persistent memory, credibility-scored web search, browser fetch, and a shared Commons pool — all under a stable
  • MCP liquidmetal-ai/raindrop-mcp — 📇 ☁️ - The best way to deploy cloud infrastructure using Claude Code and MCP.
  • MCP lionkiii/rss-feeds-mcp — MCP server for RSS feeds — fetch, filter, search blog posts from any RSS source. Works with Claude Desktop, Cursor, Windsurf. No API keys needed.
  • MCP Liquidiction/liquidiction-mcp — MCP server for Hyperliquid HIP-4 prediction markets - query live odds, orderbooks, candles, trades, and positions from any AI agent
  • MCP lionkiii/google-searchconsole-mcp — MCP server for Google Search Console — query search analytics, inspect URLs, find keyword opportunities, track SEO performance. Works with Claude Desktop, Cursor, Windsurf.
  • MCP linxule/mineru-mcp — 📇 ☁️ - MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73
  • MCP linxule/lotus-wisdom-mcp — Contemplative reasoning MCP server — Lotus Sutra wisdom framework with interactive ext-apps journey visualization.
  • MCP linw1995/nvim-mcp — A Model Context Protocol (MCP) server that provides seamless integration with Neovim instances, enabling AI assistants to interact with your editor through connections and access d
  • MCP linuxsuren/atest-mcp-server — MCP Server of API Testing
  • MCP line/line-bot-mcp-server — MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
  • MCP Linked-API/linkedapi-mcp — MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
  • MCP LincolnBurrows2017/filesystem-mcp — Model Context Protocol server for file system operations
  • MCP likidodefi/riskstate-mcp — 📇 ☁️ 🍎 🪟 🐧 - Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH.
  • MCP lihtness/gnomon-mcp — lihtness/gnomon-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP lightpanda-io/gomcp — Lightpanda MCP server written in Go
  • MCP lightningfaucet/lightning-wallet-mcp — MCP Server for Lightning Faucet - Give your AI agent a Bitcoin wallet
  • MCP lharries/whatsapp-mcp — WhatsApp MCP server
  • MCP lfrmonteiro99/memento-mcp — Persistent memory MCP server with typed memories, decay scoring, and token-aware context injection
  • MCP Leximo-AI/leximo-ai-call-assistant-mcp-server — An MCP (Model Context Protocol) server that lets you schedule AI phone calls and manage Leximo assignments directly from Claude Desktop or Claude Code — no app switching needed.
  • MCP lfnovo/content-core — Extract what matters from any media source
  • MCP LeonTing1010/tap — Local-first browser automation MCP for Claude Code / Cursor. taprun compiles once with AI, your authenticated Chrome replays forever at zero LLM tokens. Credentials never leave you
  • MCP leonardoca1/aesthetics-wiki-mcp — MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.
  • MCP leesgit/claude-session-continuity-mcp — leesgit/claude-session-continuity-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP Leekangbum/networklytics-mcp — Leekangbum/networklytics-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP leap-laboratories/discovery-engine — Discovery Engine — find novel, statistically validated patterns in tabular data
  • MCP leehanchung/bing-search-mcp — MCP Server for Bing Search API
  • MCP leadbrain/korean-data-mcp — 🇰🇷 MCP server for Korean web data — Naver, Melon, Daangn, Bunjang, Musinsa via Apify
  • MCP LaurieWired/GhidraMCP — MCP Server for Ghidra
  • MCP laundromatic/shopgraph — The extraction API that shows its work. Product data extraction with per-field confidence scoring and extraction provenance. REST API + MCP server. 50 free calls/month.
  • MCP layervai/qurl-mcp — MCP server for QURL - secure link management for AI agents
  • MCP laukikk/alpaca-mcp — MCP for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data
  • MCP latex-mcp-server — An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.
  • MCP last9/last9-mcp-server — Last9 MCP Server
  • MCP LarryWalkerDEV/mcp-immostage — MCP Server for AI Virtual Staging — stage rooms, beautify floor plans, classify images, optimize property listings. Built by immostage.ai
  • MCP laradji/deadzone — laradji/deadzone — indexed from awesome-mcp-servers-punkpeye
  • MCP lanchuske/local-mcp — LMCP — Give your AI native access to your apps. 189 tools across macOS and Windows. Mail, Calendar, Teams, OneDrive, Outlook, Google Drive and more. 100% local.
  • MCP langfuse/mcp-server-langfuse — Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.
  • MCP lamemind/mcp-server-multiverse — A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
  • MCP LamboPoewert/mcp-server-madeonsol — MCP server for MadeOnSol Solana KOL intelligence — use from Claude, Cursor, or any MCP client
  • MCP LadislavSopko/mcp-ai-server-visual-studio — MCP AI Server - Roslyn-powered MCP server for Visual Studio. 20 tools for AI assistants.
  • MCP Labs64/NetLicensing-MCP — The official NetLicensing MCP Server is a natural language interface that enables agentic applications to manage the full software licensing lifecycle in Labs64 NetLicensing 👉🏼 w
  • MCP labeveryday/nba_mcp_server — NBA MCP server to get nba stats and data
  • MCP Kzino/vorim-mcp-server — MCP server for Vorim AI — AI agent identity, permissions, and audit trails. 17 tools for Claude, Cursor, VS Code, and any MCP-compatible client.
  • MCP l33tdawg/sage — (S)AGE - (Sovereign) Agent Governed Experience
  • MCP KyuRish/trading212-mcp-server — MCP server for Trading 212 - portfolio analytics, order management, pies, dividends. Works with Claude, ChatGPT, Cursor, Windsurf.
  • MCP KyuRish/mcp-dashboards — Turn your data into interactive dashboards inside any AI client - MCP Apps powered
  • MCP KyuRish/fiverr-mcp-server — MCP server for searching Fiverr gigs, sellers, and reviews
  • MCP kw510/strava-mcp — A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Curs
  • MCP KyrieTangSheng/mcp-server-nationalparks — 📇 ☁️ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
  • MCP KuvopLLC/purroxy2 — KuvopLLC/purroxy2 — indexed from awesome-mcp-servers-punkpeye
  • MCP KVANTRA-dev/NOUZ-MCP — MCP Server for local knowledge systems
  • MCP KuvopLLC/better-bear — KuvopLLC/better-bear — indexed from awesome-mcp-servers-punkpeye
  • MCP kushneryk/join.cloud — Join.cloud lets AI agents work together in real-time rooms. Agents join a room, exchange messages, commit files to shared storage, and optionally review each other's work — all thr
  • MCP kunwar-shah/claudex — MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.
  • MCP kunallunia/twitter-mcp — Manage your twitter account using mcp
  • MCP kukapay/whale-tracker-mcp — A mcp server for tracking cryptocurrency whale transactions.
  • MCP kukapay/web3-jobs-mcp — An MCP server that provides AI agents with real-time access to curated Web3 jobs.
  • MCP kukapay/wallet-inspector-mcp — An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
  • MCP kukapay/uniswap-trader-mcp — An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.
  • MCP kukapay/uniswap-price-mcp — An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
  • MCP kukapay/uniswap-poolspy-mcp — An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.
  • MCP kukapay/twitter-username-changes-mcp — An MCP server that tracks the historical changes of Twitter usernames.
  • MCP kukapay/token-revoke-mcp — An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
  • MCP kukapay/token-minter-mcp — An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
  • MCP kukapay/thegraph-mcp — An MCP server that powers AI agents with indexed blockchain data from The Graph.
  • MCP kukapay/stargate-bridge-mcp — An MCP server that enables cross-chain token transfers via the Stargate protocol.
  • MCP kukapay/rug-check-mcp — An MCP server that detects potential risks in Solana meme tokens.
  • MCP kukapay/raydium-launchlab-mcp — An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
  • MCP kukapay/pumpswap-mcp — An MCP server that enables AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
  • MCP kukapay/pancakeswap-poolspy-mcp — An MCP server that tracks newly created liquidity pools on Pancake Swap
  • MCP kukapay/polymarket-predictions-mcp — An MCP server that delivers real-time market odds from Polymarket.
  • MCP kukapay/nearby-search-mcp — An MCP server for nearby place searches with IP-based location detection.
  • MCP kukapay/opcua-mcp — An MCP server that connects to OPC UA-enabled industrial systems.
  • MCP kukapay/modbus-mcp — An MCP server that standardizes and contextualizes industrial Modbus data.
  • MCP kukapay/jupiter-mcp — An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
  • MCP kukapay/hyperliquid-whalealert-mcp — An MCP server that provides real-time whale alerts on Hyperliquid.
  • MCP kukapay/hyperliquid-info-mcp — An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
  • MCP kukapay/funding-rates-mcp — An MCP server that provides real-time funding rate data across major crypto exchanges.
  • MCP kukapay/ethereum-validator-queue-mcp — An MCP server that tracks Ethereum’s validator activation and exit queues in real time.
  • MCP kukapay/freqtrade-mcp — An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
  • MCP kukapay/etf-flow-mcp — An MCP server that delivers crypto ETF flow data to power AI agents' decision-making.
  • MCP kukapay/dune-analytics-mcp — A mcp server that bridges Dune Analytics data to AI agents.
  • MCP kukapay/dexscreener-trending-mcp — An MCP server that provides real-time trending tokens from DexScreener.
  • MCP kukapay/dex-pools-mcp — An MCP server that provides AI agents with real-time access to DEX liquidity pool data.
  • MCP kukapay/defi-yields-mcp — An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama.
  • MCP kukapay/dao-proposals-mcp — An MCP server that aggregates live governance proposals from major DAOs.
  • MCP kukapay/cryptopanic-mcp-server — Provide latest cryptocurrency news to AI agents.
  • MCP kukapay/crypto-whitepapers-mcp — An MCP server serving as a structured knowledge base of crypto whitepapers.
  • MCP kukapay/crypto-projects-mcp — An MCP server that provides cryptocurrency project data to AI agents
  • MCP kukapay/crypto-portfolio-mcp — An MCP server for tracking and managing cryptocurrency portfolio allocations.
  • MCP kukapay/crypto-orderbook-mcp — An MCP server that analyzes order book depth and imbalance across major crypto exchanges.
  • MCP kukapay/crypto-news-mcp — An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
  • MCP kukapay/crypto-indicators-mcp — An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
  • MCP kukapay/crypto-feargreed-mcp — Providing real-time and historical Crypto Fear & Greed Index data
  • MCP kukapay/cointelegraph-mcp — An MCP server that provides real-time access to the latest news from Cointelegraph.
  • MCP kukapay/chainlink-feeds-mcp — An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds.
  • MCP kukapay/bridge-metrics-mcp — An MCP server that provides real-time cross-chain bridge metrics.
  • MCP kukapay/binance-alpha-mcp — An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
  • MCP kukapay/blockbeats-mcp — An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
  • MCP kukapay/bitcoin-utxo-mcp — An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.
  • MCP ktanaka101/mcp-server-duckdb — A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
  • MCP ksterx/srunx — A modern Python library for SLURM workload manager integration with workflow orchestration capabilities.
  • MCP kshern/mcp-tavily — mcp server of tavily
  • MCP KS-GEN-AI/jira-mcp-server — A test of jira mcp server
  • MCP KryptosAI/mcp-observatory — An MCP server that tests your MCP servers for breaking changes
  • MCP KS-GEN-AI/confluence-mcp-server — A test of confluence mcp server
  • MCP krystiangw/agenticpay — MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402)
  • MCP krissanders/ai-visibility-mcp — MCP server that audits AI-bot visibility: robots.txt per-bot, JSON-LD, llms.txt, brand mentions in LLM answers, competitor compare. SSRF-guarded, spend-capped.
  • MCP KOVY/agentforge-trust-mcp — MCP server exposing AgentForge Trust Score audit tools for AI agents
  • MCP korotovsky/slack-mcp-server — The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
  • MCP kosminus/querywise-mcp — An MCP server (and a CLI) that lets an LLM query your databases in natural language through a business semantic layer — glossary, metric definitions, data dictionary, knowledge bas
  • MCP kopfrechner/gitlab-mr-mcp — Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
  • MCP knowledgepa3/gia-mcp-server — MCP server for GIA Governance — runtime governance for AI agents. 33+ tools. Free starter key → gia.aceadvising.com/get-api-key
  • MCP knewstimek/agent-tool — MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
  • MCP klever-io/mcp-klever-vm — MCP server for Klever blockchain smart contract development
  • MCP Klavis-AI/YouTube — Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
  • MCP kj455/mcp-kibela — MCP server implementation that enables AI assistants to search and reference Kibela content
  • MCP kkjdaniel/bgg-mcp — BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user coll
  • MCP kiro0x/five-mcp — 160,000 deductively-derived JSON constraints that enforce LLM persona consistency — eliminates persona drift across interactions.
  • MCP kiwamizamurai/mcp-kibela-server — MCP server implementation for Kibela API integration
  • MCP kitao/pyxel-mcp — MCP server for AI-assisted retro game development with Pyxel
  • MCP kioie/tiny-go-mcp-server — Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompts; struct-derived JSON Schema; ~5MB static binaries.
  • MCP kindrat86/mcp-deal-flow-signal — MCP server for VC Deal Flow Signal — startup engineering acceleration data for investors
  • MCP king-of-the-grackles/reddit-research-mcp — Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with sema
  • MCP kindly-software/kdb — Kindly Debugger - Time-Travel Debugging for AI Workflows
  • MCP kimtth/mcp-remote-call-ping-pong — 🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
  • MCP kimwwk/repocrunch — Analyze GitHub repos into structured JSON. No AI, fully deterministic.
  • MCP kimtth/mcp-aoai-web-browsing — A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.
  • MCP kimtaeyoon83/mcp-server-youtube-transcript — This is an MCP server that allows you to directly download transcripts of YouTube videos.
  • MCP kimdonghwi94/Web-Analyzer-MCP — This project is a web analysis summary MCP server project.
  • MCP kimimgo/viznoir — VTK is all you need. AI-Ready VTK visualization for science and engineering.
  • MCP kiliczsh/mcp-mongo-server — A Model Context Protocol Server for MongoDB
  • MCP kiarash-portfolio-mcp — WebMCP-enabled portfolio with Ed25519 signed discovery. AI agents can query projects, skills, and execute terminal commands. Built on Cloudflare Pages Functions.
  • MCP khglynn/spotify-bulk-actions-mcp — MCP server for bulk Spotify operations - batch playlist creation with confidence scoring, library exports, CSV imports, and human-in-the-loop review for uncertain matches
  • MCP khaoss85/mcp-orchestro — Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony:
  • MCP khaoss85/arvo-mcp — MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data
  • MCP khan2a/telephony-mcp-server — A very simple no-fuss minimalist MCP Server with telephony tools like voice call and sms. This MCP Server can be integrated with LLM applications. Vonage API is used for calls, SMS
  • MCP Khamel83/argus — Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.
  • MCP khalidsaidi/ragmap — RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion
  • MCP keturiosakys/bluesky-context-server — Bluesky MCP server
  • MCP kevinswint/xcode-studio-mcp — Unified MCP server for AI-assisted iOS development — build, deploy, screenshot, and interact with iOS Simulator from Claude Code, Cursor, or any MCP client
  • MCP kestra-io/mcp-server-python — Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents
  • MCP kenneives/design-token-bridge-mcp — MCP server that translates design tokens between platforms — Tailwind, Figma, CSS to Material 3, SwiftUI, and CSS Variables. Built for the v0 → Figma → Claude Code pipeline.
  • MCP kelvin6365/plane-mcp-server — 🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API
  • MCP kenliao94/mcp-server-rabbitmq — MCP server for interacting with RabbitMQ
  • MCP keiver/image-tiler-mcp-server — MCP server that prevents LLM vision downscaling, tiles large images & screenshots so Claude, GPT-4o, and Gemini see every detail
  • MCP kehvinbehvin/json-mcp-filter — JSON MCP server to filter only relevant data for your LLM
  • MCP keepgoing-dev/mcp-server — KeepGoing MCP server - Project memory for AI coding assistants
  • MCP keboola/keboola-mcp-server — Model Context Protocol (MCP) Server for the Keboola Platform
  • MCP kdqed/zaturn — Data Analysis With Vibes
  • MCP kc23go/anybrowse — Web scraping MCP server for AI agents. Real Chrome, 84% success rate. 10 free calls/day, no signup.
  • MCP kastelldev/kastell — Provision, secure, backup, and manage self-hosted servers — full lifecycle, one CLI.
  • MCP karyaboyraz/mockit-mcp — MCP server that turns text prompts into premium iOS mobile UI mockups (PNG + HTML). Powered by Claude (Opus 4.7) + Playwright. Two backends: local CLI or Anthropic API. MIT.
  • MCP KashiwaByte/vikingdb-mcp-server — a mcp server for vikingdb store and search
  • MCP karanb192/reddit-mcp-buddy — Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
  • MCP Kapeli/dash-mcp-server — MCP server for Dash, the macOS API documentation browser
  • MCP kao273183/mk-qa-master — AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).
  • MCP kambriso/fritzbox-mcp-server — FRITZ!Box MCP Server for LLM/ KI Integration - Home Automation from your favourite KI agent
  • MCP kaiyuanxiaobing/atomgit-mcp-server — 📇 ☁️ - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
  • MCP kaliaboi/mcp-zotero — A connector for Claude Desktop to work with collection and sources on your Zotero Cloud.
  • MCP kagisearch/kagimcp — The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
  • MCP kagan-sh/kagan — The Orchestration Layer for AI Coding Agents
  • MCP kael-bit/engram-rs — Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.
  • MCP kadykov/mcp-openapi-schema-explorer — MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
  • MCP k-jarzyna/mcp-miro — Miro integration for Model Context Protocol
  • MCP K-Dense-AI/claude-skills-mcp — MCP server for searching and retrieving Claude Agent Skills using vector search
  • MCP jyjune/mcp_vms — MCP server for controlling and accessing a video surveillance system
  • MCP Jwrede/llmprobe — Synthetic monitoring and CI smoke tests for LLM inference endpoints.
  • MCP jwaxman19/qlik-mcp — An MCP server to run qlik
  • MCP justinstimatze/gemot — Structured deliberation MCP server for AI agent coordination
  • MCP just-every/mcp-screenshot-website-fast — Quickly screenshots webpages and converts to an LLM friendly size
  • MCP just-every/mcp-read-website-fast — Quickly reads webpages and converts to markdown for fast, token efficient web scraping
  • MCP juspay/neurolink — Streams are the future of AI powered by unlimited free tokens.
  • MCP junipr-labs/mcp-server — MCP server for Junipr APIs — screenshots, PDFs, and metadata extraction
  • MCP JuhongPark/mcp-server-pronunciation — Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
  • MCP Jungle-Grid/mcp-server — MCP server for Jungle Grid lets agents submit, monitor, and retrieve logs from AI workloads.
  • MCP julien040/anyquery — Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP
  • MCP juehang/vscode-mcp-server — MCP server to expose VS Code editing features to an LLM for AI coding
  • MCP jtang613/GhidrAssistMCP — An native MCP server extension for Ghidra
  • MCP juanisidoro/securecode-mcp — MCP Server for SecureCodeHQ. Lets Claude Code access your secrets securely.
  • MCP jtalk22/slack-mcp-server — Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
  • MCP jstibal/openterms-mcp — MCP server that provides signed receipts before an agent takes an external action.
  • MCP jsdelivr/globalping-mcp-server — Remote MCP server that gives LLMs access to run network commands
  • MCP Jpisnice/shadcn-ui-mcp-server — A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
  • MCP jparkerweb/mcp-sqlite — 🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities
  • MCP jovezhong/mcp-timeplus — Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your da
  • MCP joshuarileydev/simulator-mcp-server — 📇 🏠 - An MCP server to control iOS Simulators
  • MCP joshuarileydev/supabase-mcp-server — Supabase MCP Server for managing and creating projects and organisations in Supabase
  • MCP Jovancoding/Network-AI — Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks
  • MCP JosueM1109/personal-finance-mcp — Self-hosted, read-only MCP server for personal finance. Connect your banks via Plaid and query them from Claude Code.
  • MCP joshuarileydev/mac-apps-launcher-mcp-server — 📇 🏠 - An MCP server to list and launch applications on MacOS
  • MCP joshuarileydev/app-store-connect-mcp-server — 📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers
  • MCP jorgenclaw/nostr-mcp-server — A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents
  • MCP jordandalton/restcsv-mcp-server — MCP Server for RestCSV, Generated using MCPGen
  • MCP JordiNei/mcp-databricks-server — MCP Server for Databricks
  • MCP jordanlyall/wc26-mcp — AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, head-to-head records, and more. Works with Claude, ChatGPT, Curs
  • MCP jordandalton/doordash-mcp-server — 🐍 – DoorDash Delivery (Unofficial)
  • MCP joinly-ai/joinly — Make your meetings accessible to AI Agents
  • MCP jonradoff/lightcms — Lightweight content management system for websites, built for the AI era
  • MCP johnneerdael/netskope-mcp — 🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage
  • MCP johnanleitner1-Coder/lastminutedeals-api — FOR SALE $8K — Production AI travel booking engine. 47 live suppliers, 18 countries, MCP server (Smithery + Glama), Stripe payments, OCTO/Bokun API. See /for-sale page.
  • MCP johannesbrandenburger/typst-mcp — Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for conver
  • MCP JoeyBrar/agentseal-mcp — MCP server for AgentSeal. Cryptographic audit trails for AI agents
  • MCP joergmichno/clawguard-mcp — MCP Server for ClawGuard Shield — security scanning via Model Context Protocol.
  • MCP joepangallo/mcp-server-agentpay — MCP server for AgentPay — payment gateway for autonomous AI agents. Discover, provision, and pay for MCP tool APIs.
  • MCP joelio/stocky — An MCP server for searching and downloading stock photography.
  • MCP jnMetaCode/shellward — AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & mo
  • MCP jkiley129/steam-mcp — MCP server that exposes your Steam library to Claude. Ask natural-language questions about your games.
  • MCP jmrplens/gitlab-mcp-server — Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.
  • MCP Jktfe/serveMyAPI — 📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
  • MCP jjsantos01/jupyter-notebook-mcp — A Model Context Protocol (MCP) for Jupyter Notebook
  • MCP jjlabsio/korea-stock-mcp — MCP Server for Korean stock analysis. 한국 주식 분석을 위한 MCP 서버입니다.
  • MCP jj-cheng25/weixin-articles-mcp — MCP server for reading WeChat (微信) Official Account articles with native multimodal output - images and video keyframes as content blocks, not URLs.
  • MCP jinzcdev/markmap-mcp-server — An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG).
  • MCP jinzcdev/leetcode-mcp-server — An MCP server enabling automated access to LeetCode's problems, solutions, and public data with optional authentication for user-specific features, supporting leetcode.com & leetco
  • MCP JinNing6/Noosphere — 🧠 The Collective Memory Network for AI Agents — Where every agent learns from the wisdom of all. 万物智识，归于一圈。
  • MCP jimmyracheta/AI-Runtime-Guard — runtime-guard
  • MCP jimfilippou/things-mcp — A Model Context Protocol (MCP) server that provides seamless integration with the Things productivity app.
  • MCP jiayao/mcp-chess — MCP server for playing chess against AI
  • MCP jhomen368/steam-reviews-mcp — Search Steam games, fetch user reviews, and analyze sentiment with topic drill-down to make informed purchasing decisions.
  • MCP jhomen368/overseerr-mcp — Model Context Protocol (MCP) server for Overseerr and Seerr (the unified successor) - enables AI assistants to search, request, and manage media through your Seer instance
  • MCP JhiNResH/maiat-protocol — The trust layer for agentic commerce. Trust oracle for AI agents and tokens — powered by on-chain behavioral data, community reviews, and EAS attestations.
  • MCP jetbrains/mcpProxy — A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
  • MCP jen6/ticktick-mcp — Enhance your TickTick workflow with MCP server. Better filtering interface
  • MCP jawdat6/fixgraph-mcp — jawdat6/fixgraph-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP jeannier/homebrew-mcp — Homebrew MCP : Comprehensive brew support for installing, upgrading, searching, and maintaining macOS packages.
  • MCP jdubois/azure-cli-mcp — A wrapper around the Azure CLI command line that allows you to talk directly to Azure
  • MCP jcdickinson/simplemem — A very simple semantic MCP memory store
  • MCP JaviMaligno/postgres_mcp — The only postgress MCP server I have been able to connect to my docker postgres
  • MCP JaviMaligno/mcp-server-bitbucket — MCP server for Bitbucket API operations
  • MCP jau123/MeiGen-AI-Design-MCP — Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
  • MCP jaspertvdm/mcp-server-ollama-bridge — MCP Server - Bridge to local Ollama LLM. Part of HumoticaOS/SymbAIon ecosystem.
  • MCP jaspertvdm/mcp-server-gemini-bridge — MCP Server - Bridge to Google Gemini API. Part of HumoticaOS/SymbAIon ecosystem.
  • MCP jasonwilbur/oci-pricing-mcp — OCI Pricing MCP Server - Model Context Protocol server for Oracle Cloud Infrastructure pricing information
  • MCP jasonwilbur/cloud-cost-mcp — Model Context Protocol server for Cloud Infrastructure pricing information
  • MCP jasonjmcghee/claude-debugs-for-you — Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
  • MCP jarvisassistantux/loopsense — LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file s
  • MCP janreges/ai-distiller-mcp — AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essential public APIs, types, and structure from large codebases. Compresses 90–98% of code into
  • MCP janswist/mcp-dexscreener — Dexscreener API's MCP server - let your AI agent check any on-chain price using Dexscreener's free and open API
  • MCP janaraj/tnl — Structured English contracts for AI coding agents — proposed by the agent, approved by you, saved on disk, read by every future session.
  • MCP Janadasroor/pg-mnemosyne-mcp — 🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a profe
  • MCP JamsusMaximus/trainingpeaks-mcp — TrainingPeaks MCP server for Claude Desktop, Code and Cowork. No API approval needed - works with any account. Query workouts, CTL/ATL/TSB fitness data, power PRs via natural langu
  • MCP jamjet-labs/jamjet — The open-source safety layer for AI agents — block unsafe tool calls, require approval, enforce budgets, audit, replay.
  • MCP JamesANZ/us-legal-mcp — An MCP server that provides comprehensive US legislation.
  • MCP JamesANZ/prediction-market-mcp — A simple MCP server that grabs prediction market data from polymarket, PredictIt, & Kalshi.
  • MCP JamesANZ/system-prompts-mcp-server — Model Context Protocol server exposing system prompt files and summaries.
  • MCP JamesANZ/memory-mcp — A simple MCP server that stores and retrieves memories from multiple LLMs.
  • MCP JamesANZ/medical-mcp — An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm
  • MCP JamesANZ/evm-mcp — An MCP server that provides complete access to Ethereum Virtual Machine (EVM) JSON-RPC methods. Works with any EVM-compatible node provider including Infura, Alchemy, QuickNode, lo
  • MCP JamesANZ/cross-llm-mcp — A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kimi K2, and DeepSeek.
  • MCP JamesANZ/bitcoin-mcp — An MCP server that provides real-time Bitcoin blockchain data.
  • MCP James-Chahwan/repo-graph — Structural graph memory for AI coding assistants — MCP server for codebase navigation
  • MCP jaipandya/producthunt-mcp-server — 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
  • MCP jagmarques/asqav-mcp — MCP server for AI agent governance - quantum-safe audit trails, policy enforcement, threat detection. Works with Claude Desktop, Cursor, Claude Code.
  • MCP jagan-shanmugam/mattermost-mcp-host — A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.
  • MCP jagan-shanmugam/open-streetmap-mcp — An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.
  • MCP jagan-shanmugam/climatiq-mcp-server — A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide c
  • MCP jae-jae/g-search-mcp — A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
  • MCP jae-jae/fetcher-mcp — MCP server for fetch web page content using Playwright headless browser.
  • MCP jacobsd32-cpu/djd-agent-score-mcp — MCP server for DJD Agent Score — reputation scoring tools for AI assistants
  • MCP jacksun911/megalaunch-mcp — MCP server for MegaLaunch — AI-powered meme token launch service on Solana/pump.fun
  • MCP jackrain19743/hou-tea-mcp-server — MCP server for hou-tea.com — buy authentic Chinese tea via x402 USDC. Works with Claude Desktop, Cursor, Cline.
  • MCP j4c0bs/mcp-server-sql-analyzer — MCP server for SQL static analysis.
  • MCP j3k0/speech.sh — Simple curl script to play aloud what you type, useful if your voice is suddenly broken.
  • MCP j0hanz/filesystem-context-mcp-server — A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patch, and manage files safely and efficiently. Built for reliable, structured, and controlled
  • MCP izzzzzi/izTolkMcp — MCP server for Tolk smart contract compiler — compile, check, and deploy TON blockchain smart contracts from any MCP-compatible AI assistant
  • MCP izzzzzi/codewiki-mcp — MCP server for codewiki.google — search, fetch docs, and ask questions about any open-source repo
  • MCP ivo-toby/contentful-mcp — MCP (Model Context Protocol) server for the Contentful Management API
  • MCP IvanMurzak/Unity-MCP — AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a to
  • MCP ivnvxd/mcp-server-odoo — Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulati
  • MCP IvanAmador/vercel-ai-docs-mcp — A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation. This project enables developers to ask question
  • MCP iunera/druid-mcp-server — A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Bu
  • MCP itsalissonsilva/ModelSafetyMCP — MCP server for model safety inspection.
  • MCP isnow890/naver-search-mcp — MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via Dat
  • MCP isdaniel/mcp_weather_server — A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.
  • MCP isaacwasserman/mcp-vegalite-server — 🐍 🏠 - Generate visualizations from fetched data using the VegaLite format and renderer.
  • MCP isaacphi/mcp-language-server — mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
  • MCP isaacwasserman/mcp-snowflake-server — 🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
  • MCP isaacphi/mcp-gdrive — Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets
  • MCP isaac-levine/forage — Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.
  • MCP irskep/persistproc — MCP server to allow LLMs to manage and inspect long-running processes
  • MCP iris-eval/mcp-server — The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets
  • MCP iprashantraj/mcp-discord-bridge — AI assistant control a Discord server - reading messages, creating/deleting channels, sending messages ,All via the MCP protocol
  • MCP iplocate/mcp-server-iplocate — MCP server for looking up IP address geolocation (IP to country, IP to city), network information, proxy and VPN detection, abuse contacts, and more - using the IPLocate.io API.
  • MCP ipfred/aiwen-mcp-server-geoip — 埃文IP定位MCP
  • MCP ipfind/ipfind-mcp-server — IP Find MCP Server
  • MCP ip2whois/mcp-ip2whois — WHOIS MCP server using IP2WHOIS API.
  • MCP ip2location/mcp-ip2location-io — IP Geolocation MCP server using IP2Location.io API
  • MCP ios-simulator-mcp — MCP server for interacting with the iOS simulator
  • MCP io.github.opsconduit/jobber-mcp — Read-only MCP connector for Jobber field-service operations.
  • MCP IO-Aerospace-software-community/mcp-server — #️⃣ ☁️/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities
  • MCP inventer-dev/mcp-internet-speed-test — The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.
  • MCP intruder-io/intruder-mcp — An MCP server to let AI agents control Intruder
  • MCP intentos-labs/beeper-mcp — A backend service for executing beeper transactions on Binance Smart Chain
  • MCP integromat/make-mcp-server — Make MCP Server
  • MCP inspektor-gadget/ig-mcp-server — Debug your Container and Kubernetes workloads with an AI interface
  • MCP Inspizzz/jetbrains-datalore-mcp — 🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
  • MCP InsForge/insforge-mcp — 📇 ☁️ - AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as prod
  • MCP inkog-io/inkog-mcp — Inkog MCP Server — the pre-flight check for AI agents
  • MCP InhiblabCore/mcp-image-compression — A high-performance image compression microservice based on MCP (Modal Context Protocol)
  • MCP inkbytefo/screenmonitormcp — 🐍 🏠 🍎 🪟 🐧 - Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
  • MCP ingero-io/ingero — eBPF agent and MCP server for GPU causal observability
  • MCP Infobip/mcp — Infobip Remote MCP Servers Documentation
  • MCP InfluxData/influxdb3_mcp_server — MCP Server for InfluxDB 3
  • MCP inference.sh — Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.
  • MCP InditexTech/mcp-server-simulator-ios-idb — A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.
  • MCP IndigoProtocol/indigo-mcp — MCP for connecting LLMs to Indigo Protocol data
  • MCP infaton/MCP35 — INFATON MCP Server — 35 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.
  • MCP InditexTech/mcp-teams-server — An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
  • MCP incu6us/loki-mcp-server — An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.
  • MCP incentivai/quickchat-ai-mcp — The Quickchat AI MCP server
  • MCP imprvhub/mcp-rss-aggregator — Model Context Protocol Server for aggregating RSS feeds in Claude Desktop
  • MCP imran-siddique/agentos-mcp-server — [DEPRECATED] Moved to microsoft/agent-governance-toolkit
  • MCP imprvhub/mcp-status-observer — Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
  • MCP imprvhub/mcp-domain-availability — A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestion
  • MCP imprvhub/mcp-claude-hackernews — An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
  • MCP imprvhub/mcp-claude-spotify — An integration that allows Claude Desktop to interact with Spotify using the Model Context Protocol (MCP).
  • MCP imprvhub/mcp-browser-agent — A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, man
  • MCP imatza-rh/mcp-zuul — MCP server for Zuul CI — read-only access to builds, logs, status, and jobs
  • MCP imdinu/apple-mail-mcp — Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.
  • MCP IlyaGulya/gradle-mcp-server — A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically.
  • MCP ikoskela/wisepanel-mcp — MCP server for Wisepanel multi-agent deliberation platform
  • MCP iletimerkezi/iletimerkezi-mcp-server — iletiMerkezi MCP Server
  • MCP @iiatlas/hledger-mcp — A local MCP server for interacting with the HLedger cli
  • MCP Ihor-Sokoliuk/MCP-SearXNG — MCP Server for SearXNG
  • MCP IgorGanapolsky/ThumbGate — Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
  • MCP IgorGanapolsky/mcp-memory-gateway — Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
  • MCP ignaciohermosillacornejo/copilot-money-mcp — MCP server for Copilot Money App - AI powered personal finance queries using local data
  • MCP idosal/git-mcp — Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
  • MCP idoru/influxdb-mcp-server — An MCP Server for querying InfluxDB
  • MCP idapixl/idapixl-web-research-mcp — MCP server for AI-powered web research — search, fetch, synthesize
  • MCP idapixl/algora-mcp-server — MCP server for Algora bounty platform — lets AI agents discover, search, and analyze open-source bounties. 5 tools, no API key needed.
  • MCP icoretech/warden-mcp — 🔐 Streamable HTTP + stdio MCP server for Vaultwarden/Bitwarden
  • MCP iaptic/mcp-server-iaptic — Model Context Protocol server for interacting with iaptic
  • MCP ianaleck/harvest-mcp-server — Model Context Protocol (MCP) server for Harvest time tracking API v2. Provides 60+ tools for managing clients, projects, time entries, invoices, and reports through MCP-compatible
  • MCP iamredmh/volta-mcp-server — MCP server for Volta Notes — burn-after-read encrypted notes for AI agents
  • MCP I4cTime/quantum_ring — The first quantum-inspired keyring built specifically for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation.
  • MCP i-am-bee/acp-mcp — 🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communicatio
  • MCP hyunjae-labs/lore — Semantic search MCP server for Claude Code conversations. Hybrid vector + keyword search across all your sessions, fully local.
  • MCP hypurrquant/perp-cli — Multi-DEX perpetual futures CLI + MCP server — Pacifica (Solana), Hyperliquid, Lighter (Ethereum). 18 MCP tools for AI-powered trading
  • MCP hypescale/storyblok-mcp-server — A TypeScript MCP server providing 160 tools for the Storyblok Management API
  • MCP Hypersequent/qasphere-mcp — MCP Server for QA Sphere TMS
  • MCP hyperb1iss/lucidity-mcp — AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prom
  • MCP hyperb1iss/droidmind — Control your Android devices with AI using Model Context Protocol
  • MCP hypeprinter007-stack/signalfuse-mcp — MCP server for SignalFuse trading intelligence API
  • MCP hypeprinter007-stack/anchor-x402-mcp — MCP server exposing 9 anchor-x402 services as agent tools. Pay-per-call USDC via x402 on Base mainnet. Works with Claude Desktop / Claude Code / Cursor / any MCP client.
  • MCP hydrolix/mcp-hydrolix — An MCP server for Hydrolix
  • MCP Hybirdss/smartest-tv — 📺 Control any smart TV with natural language. Play Netflix by name from your terminal. PyPI: stv · MCP server · LG/Samsung/Roku/Android
  • MCP hustcc/mcp-mermaid — ❤️ Generate mermaid diagram and chart with AI MCP dynamically.
  • MCP hustcc/mcp-echarts — 🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
  • MCP HuntsDesk/ve-gws — Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, data validation, recursive folder copy, revision restore.
  • MCP hungthai1401/bruno-mcp — MCP Server for running Bruno Collections
  • MCP HumanSignal/label-studio-mcp-server — 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
  • MCP human-pages-ai/humanpages — MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world people who listed themselves to be hired by agents. Search by skill/location/equipment, Post job offers &
  • MCP hugoles/langfuse-mcp — hugoles/langfuse-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP HughesCuit/heventure-search-mcp — Free, API-key-free MCP web search server — DuckDuckGo, Bing, Google + optional SerpAPI/Tavily. Works with Claude Desktop, Cursor, and any MCP client.
  • MCP HuggingAGI/mcp-baostock-server — 🐍 ☁️ - MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
  • MCP Hug0x0/mcp-reunion — MCP server for La Réunion open data
  • MCP hubinoretros/deep-thinker — Advanced cognitive reasoning MCP server — DAG thought graph, 10 strategies, metacognition, self-critique, knowledge integration, and pruning
  • MCP HubLensOfficial/mcp-server — HubLensOfficial/mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP hshintelligence/agent-scrape — Pay-per-call web scraping for AI agents — no signup, no API keys, just USDC. x402-monetized MCP server on Base mainnet, deployed on Cloudflare Workers. 6 tools: scrape, extract (Gr
  • MCP Hovsteder/powersun-tron-mcp — TRON Energy & Bandwidth MCP Server + DEX Swap Aggregator for AI agents. 27 tools: self-service onboarding, buy/sell TRON resources, swap tokens on SunSwap DEX via MCP, REST API, or
  • MCP horw/esp-mcp — Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
  • MCP horustechltd/horus-flow-mcp — Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.
  • MCP hoqqun/stooq-mcp — 🦀 Rust MCP server for stock prices from stooq.com | 株価取得MCPサーバー
  • MCP hmk/box-mcp-server — A Box model context protocol server to search, read and access files
  • MCP hope1026/weppy-roblox-mcp — Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.
  • MCP hoklims/stacksfinder-mcp — MCP server for StacksFinder - deterministic tech stack recommendations for LLM clients
  • MCP hlydecker/ucsc-genome-mcp — An MCP server to interact with the UCSC Genome Browser API
  • MCP hloiseaufcms/mcp-gopls — Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.
  • MCP hkaanengin/opendota-mcp-server — MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.
  • MCP hive-intel/hive-crypto-mcp — Public SDK, CLI, and docs for Hive Intelligence: crypto MCP access for AI agents.
  • MCP hiroata/meltbook-mcp-server — 📇 ☁️ - MCP server for meltbook, an AI-agent political discussion board. 50 AI agents autonomously post, vote, and debate Japanese politics. 11 tools for thread creation, posting,
  • MCP hiromitsusasaki/raindrop-io-mcp-server — An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
  • MCP Himalayas-App/himalayas-mcp — A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app.
  • MCP hileamlakB/PRIMS — PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.
  • MCP hikmahtech/drwhome — hikmahtech/drwhome — indexed from awesome-mcp-servers-punkpeye
  • MCP higress-group/higress-ops-mcp-server — A Model Context Protocol (MCP) server implementation that enables comprehensive configuration and management of Higress.
  • MCP hijaz/postmancer — An experimental MCP server Rest Client intended to be a replacement of tools postman & insomnia
  • MCP Higangssh/homebutler — 🏠 Manage your homelab from chat. Single binary, zero dependencies.
  • MCP hifriendbot/cogmemai-mcp — CogmemAi — Cognitive Memory for Any Ai System. Autonomous robots, self-driving vehicles, defense systems, coding assistants, and more. 91% LoCoMo benchmark — above human performanc
  • MCP hifriendbot/agentwallet-mcp — Permissionless wallet infrastructure for AI agents. Create wallets, sign transactions, and broadcast on EVM + Solana. Pay and accept x402 payments. Built-in guards. No KYC. Up to 5
  • MCP hieutran/entraid-mcp-server — MCP server for interacting with EntraID through Microsoft Graph API.
  • MCP hidai25/eval-view — Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.
  • MCP heurist-network/heurist-mesh-mcp-server — 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist
  • MCP heymrun/heym — Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime.
  • MCP HenryHaoson/Yuque-MCP-Server — Yuque mcp server
  • MCP henilcalagiya/mcp-apple-notes — An local mcp server for interacting with Apple Notes via LLM.
  • MCP henilcalagiya/google-sheets-mcp — Python package of google sheet mcp
  • MCP Helm-Protocol/openttt-mcp — OpenTTT MCP Server — Proof-of-Time temporal attestation for AI agents
  • MCP helpful-AIs/triplyfy-mcp — 📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.
  • MCP hellokaton/unsplash-mcp-server — 🔎 A MCP server for Unsplash image search.
  • MCP HelixGenomics/Genomic-Agent-Discovery — HelixGenomics/Genomic-Agent-Discovery — indexed from awesome-mcp-servers-punkpeye
  • MCP hechtcarmel/jetbrains-debugger-mcp-plugin — ☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.
  • MCP hbg/mcp-paperswithcode — An unofficial MCP interface to interact with the PapersWithCode API
  • MCP HatmanStack/ragstack-mcp — 🐍 ☁️ 🍎 🪟 🐧 - MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media, scrape websites, and analyze metadata through a
  • MCP hashgraph-online/hashnet-mcp-js — Universal MCP Server for finding + connecting to agents anywhere on the planet. https://hol.org/mcp
  • MCP Hashlock-Tech/hashlock-mcp — Atomic settlement layer for the agent economy. Sealed-bid RFQ + HTLC settlement, fused into one operation. Live on Ethereum and Sui; Bitcoin HTLC mainnet-ready (signet-validated).
  • MCP HasData/hasdata-mcp — HasData MCP server for web scraping and data extraction. 40+ tools including Google Search, Amazon, Zillow, Airbnb, and more.
  • MCP hashicorp/terraform-mcp-server — The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) developm
  • MCP HasanJahidul/terminal-history-mcp — Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.
  • MCP Harusame64/desktop-touch-mcp — Windows computer-use MCP server: drive any desktop app via semantic discover-then-act targeting (entities + leases, not pixel coordinates), with per-action perception guards, a nat
  • MCP harrison/ai-counsel — 🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence detection, and persistent decision graph memory.
  • MCP Harry-027/JotDown — An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀
  • MCP HaroldFinchIFT/vuln-nist-mcp-server — MCP Server for Vulnerabilities API from NVD NIST
  • MCP hardik-id/azure-resource-graph-mcp-server — Model Context Protocol (MCP) server that provides access to Azure Resource Graph queries. It allows you to retrieve information about Azure resources across your subscriptions usin
  • MCP haris-musa/excel-mcp-server — A Model Context Protocol server for Excel file manipulation
  • MCP haoyifan/Silicon-Pantheon — Silicon Pantheon - Tactics game played by AI agents coached by human
  • MCP haomingkoo/japan-seasons-mcp — Cherry blossom & autumn leaves forecast for Japan. 1,700+ spots with real-time bloom data, weather, and trip planning
  • MCP hanzili/comet-mcp — MCP Server connecting to Perplexity Comet browser
  • MCP HanSur94/matlab-mcp-server-python — MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard
  • MCP hanselhansel/aeo-cli — LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.
  • MCP hannesrudolph/mcp-ragdocs — An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant
  • MCP hannesrudolph/sqlite-explorer-fastmcp-mcp-server — An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to
  • MCP hannesrudolph/imessage-query-fastmcp-mcp-server — An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library,
  • MCP handsomejustin/mijia-control — MijiaPilot - 小米-米家生态 × MCP × CLI x AI Agent × HomeKit 全桥接家庭智能家居平台。
  • MCP Handshake58/DRAIN-marketplace — 📇 ☁️ - Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polyg
  • MCP hamflx/imagen3-mcp — 📇 🏠 🪟 🍎 🐧 - A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and
  • MCP hampsterx/claude-mcp-bridge — MCP server bridging Claude CLI to Gemini CLI, Codex, Cursor - queries, and search with hardened subprocess management
  • MCP HainanZhao/mcp-gitlab-jira — 📇 ☁️ 🏠 - Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.
  • MCP Haiku-Trading/haiku-mcp-server — MCP server for DeFi execution — lets AI agents swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains
  • MCP HagaiHen/facebook-mcp-server — Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.
  • MCP HadiCherkaoui/crafty-mcp — Crafty Controller MCP server
  • MCP gzoonet/cortex — Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.
  • MCP gwbischof/outsource-mcp — Give your AI assistant its own AI assistants.
  • MCP gwbischof/free-will-mcp — This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
  • MCP gupta-kush/spotify-mcp — Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.
  • MCP gwbischof/bluesky-social-mcp — A Bluesky MCP
  • MCP guimatheus92/mcp-video-analyzer — MCP server for video analysis — extracts transcripts, key frames, OCR text, and metadata from video URLs. Supports Loom and direct video files.
  • MCP guillochon/mlb-api-mcp — A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.
  • MCP GUCCI-atlasv/skillssafe-mcp — MCP server for SkillsSafe — AI agent skill security scanner
  • MCP gsmethells/preflight-mcp — gsmethells/preflight-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP growthbook/growthbook-mcp — Official GrowthBook MCP server for creating flags, getting experiments, and more.
  • MCP growilabs/growi-mcp-server — A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for acc
  • MCP grovs-io/mcp — MCP server for Grovs: manage deep links, attribution analytics, and campaigns from Claude Code, Cursor, Windsurf, and any MCP-compatible AI assistant. Open-source TypeScript, OAuth
  • MCP gridinsoft/mcp-inspector — 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety.
  • MCP GreptimeTeam/greptimedb-mcp-server — A Model Context Protocol (MCP) server for GreptimeDB
  • MCP gregm711/agent-domain-service-mcp — 📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for branda
  • MCP gregario/warhammer-oracle — Warhammer 40K and Kill Team rules, stats, and game flow MCP server
  • MCP gregario/onepiece-oracle — One Piece TCG MCP server — card search, deck analysis, and set browsing for the One Piece Card Game
  • MCP gregario/lorcana-oracle — Disney Lorcana TCG MCP server — card search, deck analysis, and franchise browsing powered by LorcanaJSON
  • MCP gregario/lego-oracle — LEGO sets, parts, minifigs, and inventories as an MCP server
  • MCP gregario/hearthstone-oracle — Hearthstone MCP server with card search, deck analysis, and strategy coaching
  • MCP gregario/godot-forge — The MCP server for Godot 4 — test runner, API docs, script analysis, and more.
  • MCP gregario/dnd-oracle — D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character tools powered by ground-truth SRD data
  • MCP gregario/brewers-almanack — A brewing knowledge MCP server — beer styles, ingredients, off-flavour diagnosis, water chemistry, and recipe guidance for AI brewing assistants
  • MCP gregario/astronomy-oracle — Celestial object catalog and observing session planner MCP server
  • MCP graphlit-mcp-server — Model Context Protocol (MCP) Server for Graphlit Platform
  • MCP grahammccain/chart-library-mcp — MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.
  • MCP grahamrowe82/pt-edge — Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem
  • MCP Graffeo Coffee Roasting — Today, Graffeo is the quintessential boutique coffee roaster and supplies some of the world's most renowned eateries and discerning indviduals from our original San Francisco loc
  • MCP grafana/mcp-grafana — MCP server for Grafana
  • MCP gpu-bridge/mcp-server — GPU-Bridge MCP Server — 30 AI services as Model Context Protocol tools. LLMs, image gen, video, audio, embeddings, reranking, PDF parsing & more. x402 native for autonomous agents.
  • MCP gpartin/CryptoGuardClient — CryptoGuardClient
  • MCP gpartin/WaveGuardClient — Python SDK for WaveGuard physics-based anomaly detection API. One call. Any data.
  • MCP Govcraft/rust-docs-mcp-server — 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
  • MCP gotoolkits/wecombot — An MCP server application that sends various types of messages to the WeCom group robot.
  • MCP gotoolkits/DifyWorkflow — mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify wo
  • MCP gosodax/builders-sodax-mcp-server — get instant access to SODAX API data plus SDK documentation
  • MCP gorosun/unified-diff-mcp — 📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
  • MCP googleapis/genai-toolbox — MCP Toolbox for Databases is an open source MCP server for databases.
  • MCP google-ads — Google Ads MCP server — manage campaigns, keywords, and metrics.
  • MCP googlarz/suunto-mcp — MCP server that connects your Suunto watch data to Claude and other AI assistants
  • MCP googlarz/signal-mcp — Ask Claude about your Signal conversations. Persistent history, full-text search, and complete signal-cli coverage — 100% local.
  • MCP goodmeta/intelligence-mcp — MCP server for agent payments ecosystem intelligence. Scan, classify, and score opportunities.
  • MCP gomarble-ai/facebook-ads-mcp-server — 🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
  • MCP goldmembrane/cleaner-code — AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated co
  • MCP gofireflyio/firefly-mcp — Firefly MCP
  • MCP gogabrielordonez/mcp-ragchat — MCP server that adds RAG-powered AI chat to any website. One command from Claude Code. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini). Zero cloud dependency.
  • MCP goklab/guardvibe — Security MCP for vibe coding. 390 rules, 36 tools, CLI + doctor. Host security, auth coverage mapping, LLM-powered deep scan (IDOR/business logic), taint analysis for Next.js, Supa
  • MCP GLips/Figma-Context-MCP — MCP server to provide Figma layout information to AI coding agents like Cursor
  • MCP glenngillen/mcpmcp-server — Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.
  • MCP glaksmono/finbud-data-mcp — AI & Developer centric financial data API
  • MCP gjenkins20/webmin-mcp-server — MCP server for managing Linux systems via Webmin's XML-RPC API
  • MCP gjenkins20/unofficial-fortimonitor-mcp-server — Model Context Protocol (MCP) server for FortiMonitor v2 API integration with AI. 241 tools across 33 modules providing near-complete coverage of the FortiMonitor v2 API.
  • MCP giuseppe-coco/Google-Workspace-MCP-Server — 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
  • MCP giuliohome-org/doc-manager — cloud copy-paste content sharing
  • MCP gitopia/gitopia-mcp-server — MCP server for Gitopia
  • MCP GittyBurstein/mermaid-mcp-server — MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.
  • MCP gitkraken/gk-cli — GitKraken CLI Releases and Documentation
  • MCP gitmotion/ntfy-me-mcp — An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
  • MCP gitea/gitea-mcp — Interactive with Gitea instances with MCP
  • MCP githejie/mcp-server-calculator — A Model Context Protocol server for calculating.
  • MCP GistPad-MCP — 📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists
  • MCP giskard09/giskard-oasis — A still point for AI agents in fog — return to flow, pay in sats
  • MCP giskard09/argentum-core — ARGENTUM core — karma economy for agents and humans
  • MCP girste/mcp-cybersec-watchdog — 🐕 Linux security audit tool
  • MCP gigamori/mcp-run-sql-connectorx — An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB, SQLite, MS SQL Server, Amazo
  • MCP getsentry/sentry-mcp — An MCP server for interacting with Sentry via LLMs.
  • MCP getrupt/ashra-mcp — A Model Context Protocol server for Ashra
  • MCP GetMystAdmin/urdb-mcp — GetMystAdmin/urdb-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP getmockd/mockd — High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
  • MCP GetCacheOverflow/CacheOverflow — 📇 ☁️ - AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational
  • MCP getalby/nwc-mcp-server — Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol
  • MCP getAlby/mcp — Connect a bitcoin lightning wallet to your LLM using Nostr Wallet Connect and Model Context Protocol
  • MCP getalai/alai-mcp-server — Alai MCP Server
  • MCP getaegis/aegis — Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.
  • MCP get-convex/convex-backend — Convex now supports a powerful MCP server that lets you introspect your deployment&#x27;s state, run functions, and read and write data.
  • MCP gerkensm/callcenter.js-mcp — Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI
  • MCP geolabel/geolabel-mcp — MCP server for GeoLabel — GPS coordinates to AI-ready location context
  • MCP GenWaveLLC/svgmaker-mcp — Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.
  • MCP genomoncology/biomcp — BioMCP: Biomedical Model Context Protocol
  • MCP gemy411/multi-research-agents — a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general
  • MCP GeiserX/telegram-archive-mcp — MCP Server for Telegram-Archive — search messages, browse chats, and access archived Telegram history via MCP
  • MCP GeiserX/spinnaker-mcp — MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol
  • MCP GeiserX/lynxprompt-mcp — MCP Server for LynxPrompt — browse, search, and manage AI configuration blueprints (AGENTS.md, CLAUDE.md) via MCP
  • MCP GeiserX/genieacs-mcp — MCP Server for GenieACS written in Go
  • MCP GeiserX/duplicacy-mcp — MCP Server for Duplicacy — monitor backup status, progress, and health from Prometheus exporter via MCP
  • MCP GeiserX/cashpilot-mcp — MCP Server for CashPilot — monitor passive income earnings, manage services, and control fleet workers via MCP
  • MCP GeiserX/atlassian-browser-mcp — Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Server/Data Center
  • MCP gebalamariusz/cloud-audit — Fast, opinionated AWS security scanner. Curated checks. Zero noise. Copy-paste fixes.
  • MCP gbrigandi/mcp-server-wazuh — MCP Server for Wazuh SIEM
  • MCP gbrigandi/mcp-server-cortex — MCP Server for Cortex
  • MCP gblinproject/GBLIN-MCP — Treasury standard for AI agents on Base. MCP server for GBLIN — park idle USDC in cbBTC/WETH index, JIT-swap for x402 payments.
  • MCP gavxm/ani-mcp — MCP server for AniList with taste-aware recommendations, watch analytics, social tools, and full list management.
  • MCP gavelin-ai/mcp — gavelin-ai/mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP gaudiolab-jp/gaudio-developers-mcp — Gaudio Lab Audio AI MCP Server — Stem Separation, DME Separation, AI Text Sync
  • MCP garasegae/aiskillstore — Agent-first skill marketplace with USK open standard — MCP server for AI agent skill discovery and installation
  • MCP Gaoshan0971/digeguigui — 滴个龟龟 — Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, health diagnosis, pricing, blockchain provenance. MCP server with 9 free too
  • MCP gaopengbin/cesium-mcp — AI-powered CesiumJS 3D globe control 49 tools for camera, entities, layers, animation & spatial analysis via Model Context Protocol (MCP). Natural language to 3D GIS.
  • MCP gaoharimran29-glitch/Cybersecurity-MCP-Server — An Open Sourced Model Context Protocol (MCP) Local server that gives Claude real-time cybersecurity reconnaissance capabilities
  • MCP gannonh/firebase-mcp — 🔥 Model Context Protocol (MCP) server for Firebase.
  • MCP Gaffx/volatility-mcp — This repo hosts an MCP server for volatility3.x
  • MCP gabrielmaialva33/winx-code-agent — 🦀 A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities.
  • MCP g1itchbot8888-del/agent-memory — Memory system for autonomous agents - built by an agent, for agents
  • MCP g0t4/mcp-server-commands — Model Context Protocol server to run commands (tool: runProcess)
  • MCP future-audiences/wikimedia-enterprise-model-context-protocol — 🐍 ☁️ - Wikipedia Article lookup API
  • MCP furey/mongodb-lens — 🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
  • MCP Fund-z/fundzwatch-mcp — MCP server for FundzWatch.ai -- real-time business events, AI-scored leads, and market intelligence in Claude, Cursor, and Windsurf.
  • MCP fulcradynamics/fulcra-context-mcp — fulcradynamics/fulcra-context-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP Frontier-Compute/zcash-mcp — ZAP1 attestation and proof-verification MCP for Zcash agents. Attestation layer, not a wallet.
  • MCP @frihet/mcp-server — Official MCP server for Frihet ERP — 52 tools for AI-powered invoicing, expenses, clients, products, quotes, reports, and tax compliance. Works with Claude, Cursor, Windsurf, Cline
  • MCP FreePeak/db-mcp-server — A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
  • MCP freema/openclaw-mcp — 🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication
  • MCP freema/mcp-design-system-extractor — MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adopti
  • MCP freema/mcp-gsheets — MCP server for Google Sheets - Read, write and manipulate spreadsheets through Claude Desktop
  • MCP freema/firefox-devtools-mcp — Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
  • MCP fradser/mcp-server-apple-reminders — MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit
  • MCP fr0gger/MCP_Security — This is a repository to experiment with MCP for security
  • MCP foxintheloop/UpTier — MCP-powered task manager that lets Claude AI prioritize your work. Desktop app with Microsoft To Do-style UI, intelligent prioritization strategies (Eisenhower, quick wins, high im
  • MCP fotoetienne/gqai — Turn any GraphQL endpoint into a set of MCP tools
  • MCP fosdickio/binary_ninja_mcp — A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
  • MCP forgemeshlabs/disruption-intelligence-mcp — AI-native commercial disruption intelligence for MCP clients and x402-powered agents.
  • MCP format37/youtube_mcp — youtube transcriber mcp server
  • MCP forest6511/secretctl — The simplest AI-ready secrets manager. Local-first, single-binary CLI & Desktop app with MCP integration. Never expose secrets to AI agents.
  • MCP For-Sunny/hebbian-mind-enterprise — Enterprise Hebbian neural graph for AI memory - CIPS LLC
  • MCP FoodXDevelopment/foodblock-mcp — A content-addressable protocol for universal food data
  • MCP flux159/mcp-server-kubernetes — MCP Server for kubernetes management commands
  • MCP flytohub/flyto-core — The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
  • MCP Fluke-Studio/uk-business-intelligence-mcp — Fluke-Studio/uk-business-intelligence-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP flox-foundation/flox-mcp — AI-native framework for building trading systems with polyglot bindings.
  • MCP flowzap-xyz/flowzap-mcp — MCP server for FlowZap - Create workflow diagrams via AI assistants
  • MCP flowcore/mcp-flowcore-platform — MCP server for managing and interacting with Flowcore Platform
  • MCP flipt-io/mcp-server-flipt — 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
  • MCP firstorderai/authenticator_mcp — A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
  • MCP finmap-org/mcp-server — The finmap.org MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume
  • MCP fireproof-storage/mcp-database-server — Store and load JSON documents from LLM tool use
  • MCP financialdatanet/mcp-server — 🐍 🏠 🪟 🐧 - [FinancialData.Net](https://financialdata.net/) MCP server allows you to retrieve end-of-day and intraday stock market data, company financial statements, insider and
  • MCP feuerdev/keep-mcp — MCP server for Google Keep
  • MCP ferrislucas/iterm-mcp — A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
  • MCP ferrants/memvid-mcp-server — A Streamable HTTP MCP Server for Memvid
  • MCP ferodrigop/forge — Terminal MCP server for AI coding agents — spawn, manage, and monitor PTY sessions via the Model Context Protocol
  • MCP fernsugi/x402-api-server — x402 protocol API server — pay-per-call DeFi data endpoints using USDC micropayments on Base
  • MCP fernikolic/clawdentials — 📇 ☁️ - Trust layer for AI agent commerce — escrow-protected payments, verifiable reputation scores, and Nostr identity (NIP-05) for agents. Supports USDC, USDT, and BTC (Cashu).
  • MCP ferdousbhai/wsb-analyst-mcp — MCP server for analyzing WallStreetBets
  • MCP ferdousbhai/tasty-agent — Let Claude manage your tastytrade portfolio.
  • MCP ferdousbhai/investor-agent — A Model Context Protocol server for building an investor agent
  • MCP felippeyann/agentfi — felippeyann/agentfi — indexed from awesome-mcp-servers-punkpeye
  • MCP FayAndXan/spectrawl — The unified web layer for AI agents. Search (8 engines), stealth browse, auth, and act on 24 platforms. One npm install, self-hosted.
  • MCP fatwang2/search1api-mcp — 📇 ☁️ - Search via search1api (requires paid API key)
  • MCP fasuizu-br/brainiall-mcp-server — MCP Server for Brainiall Speech AI - pronunciation assessment, speech-to-text, and text-to-speech
  • MCP FastMCP — 🚀 The fast, Pythonic way to build MCP servers and clients.
  • MCP FastAlertNow/mcp-server — 🎖️ 📇 ☁️ - Official Model Context Protocol (MCP) server for FastAlert. This server allows AI agents (like Claude, ChatGPT, and Cursor) to list of your channels and send notificati
  • MCP FantomaSkaRus1/telegram-bot-mcp — Full-featured Telegram Bot API MCP server with 174 tools for Claude Code and AI agents
  • MCP fantasieleven-code/callout — fantasieleven-code/callout — indexed from awesome-mcp-servers-punkpeye
  • MCP Fan Token Intel MCP — 🐍 ☁️ - 67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth.
  • MCP FacundoLucci/plsreadme — FacundoLucci/plsreadme — indexed from awesome-mcp-servers-punkpeye
  • MCP FalsifyLab/falsifylab-alpha-mcp — 13 live finance MCP tools for AI coding agents (Cursor, Claude Code, Cline, Windsurf). SEC insider clusters, 8-K filings, ETF flows, DeFi yields, Polymarket whales, onchain smart w
  • MCP Fabio662/yieldagentx402-sdks — Public SDKs for YieldAgentX402 — MCP server, receipt verifier, CrewAI tools. Custody-free, policy-gated agent execution across 18 chains.
  • MCP fabio-rovai/open-ontologies — AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL t
  • MCP f4ww4z/mcp-mysql-server — A Model Context Protocol server for MySQL database operations
  • MCP ezyang/codemcp — Coding assistant MCP for Claude Desktop
  • MCP eyloni/pythia-oracle — eyloni/pythia-oracle — indexed from awesome-mcp-servers-punkpeye
  • MCP eyaushev/swagger-testcase-mcp — MCP server for API testing: generates test cases, validates specs, compares versions, and creates mock data from Swagger/OpenAPI specifications
  • MCP eyalzh/browser-control-mcp — MCP server paired with a browser extension that enables AI agents to control the user's browser.
  • MCP eyaltoledano/claude-task-master — An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.
  • MCP ExpertVagabond/solmail-mcp — MCP server for sending physical mail with Solana cryptocurrency. Colosseum Agent Hackathon submission.
  • MCP ExpertVagabond/solana-mcp-server — Solana MCP server for wallet management, transactions, and program interactions
  • MCP exoticknight/mcp-file-merger — MCP server for merging multiple files into one
  • MCP executeautomation/playwright-mcp-server — Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
  • MCP exa-labs/exa-mcp-server — Exa MCP for web search and web crawling!
  • MCP eviscerations/whisper-windows-mcp — Windows-native MCP server for local audio transcription — GPU accelerated via Vulkan, works with Claude Desktop
  • MCP evc-team-relay-mcp — MCP server for reading and writing Obsidian vault documents via EVC Team Relay
  • MCP evan-moon/firma — Local-first CLI portfolio tracker for overseas investors, with built-in MCP server for Claude
  • MCP Evan-Crx/permisapi-mcp — MCP server officiel pour PermisAPI (1,2 M+ permis de construire FR 2014-2026, Sitadel open data). 10 outils, pip-installable, stdio transport pour Claude Desktop / Cursor / Windsur
  • MCP evalstate/mcp-miro — 📇 ☁️ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
  • MCP etsd-tech/mcp-pointer — MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.
  • MCP evalstate/mcp-hfspace — MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
  • MCP EtienneChollet/ontomics — Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary qu
  • MCP EthanQC/feishu-user-plugin — 飞书 MCP 服务器 + CLI 工具：让 Claude Code/Codex/脚本 直接接管你的飞书工作流 — 84 个工具、3 层鉴权 cookie / 官方 API / OAuth，以你本人身份发消息、读取群和私聊、操作文档 / 多维表格 / 知识库 / 云空间 / 日历 / 任务 / OKR
  • MCP ethbak/icon-composer-mcp — Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering
  • MCP espressif/esp-rainmaker-mcp — ESP RainMaker MCP server
  • MCP etbars/vibetrader-mcp — Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language.
  • MCP espadaw/Agent47 — Unified job search for AI agents. MCP server integrating x402, RentAHuman, Virtuals, and more into a single interface for finding work and comparing prices across the agent economy
  • MCP esignaturescom/mcp-server-esignatures — MCP server for eSignatures (https://esignatures.com)
  • MCP escapeboy/agent-fleet-o — Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Wor
  • MCP Erodenn/fetch-guard — Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-on
  • MCP Erodenn/godot-mcp-runtime — A lightweight, zero-footprint TypeScript MCP server that lets AI assistants interact with the Godot 4.x game engine.
  • MCP ernestocorona/kanboard-mcp — Model Context Protocol (MCP) server for Kanboard — manage projects, tasks, columns, swimlanes, and team work from any MCP-compatible client (Claude Code, Claude Desktop, Cursor, Cl
  • MCP erithwik/mcp-hn — MCP Server for Hackernews
  • MCP erikhoward/adls-mcp-server — Microsoft Azure Data Lake Storage MCP Server
  • MCP ericbrown/project-context-mcp — Give Claude Code instant access to your project's institutional knowledge. Drop docs in .context/, mention them with @, and watch Claude become an expert on your codebase.
  • MCP ergut/mcp-bigquery-server — A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a s
  • MCP ErebusEnigma/context-memory — Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5
  • MCP erajasekar/ai-diagram-maker-mcp — erajasekar/ai-diagram-maker-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP equivault/equivault-mcp — MCP server for EquiVault — AI-powered equity research tools for Claude
  • MCP Epistates/TurboMCP — A full featured, enterprise grade rust MCP SDK
  • MCP epicsagas/alcove — Alcove is an MCP server that gives AI coding agents on-demand access to your private project docs — BM25 + vector hybrid search for precision retrieval, tree-sitter code indexing s
  • MCP entire-vc/evc-spark-mcp — MCP server for the Spark workflow catalog. Use with Claude, ChatGPT, and other MCP clients
  • MCP entanglr/zettelkasten-mcp — A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through C
  • MCP endorhq/cli — Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more servers securely and in just a
  • MCP endiagram/mcp — MCP server for EN Diagram — structural analysis for any system. Install: npx @endiagram/mcp
  • MCP emicklei/melrose-mcp — MCP server (STDIO) that uses melrose tool to play musical expressions
  • MCP emicklei/mcp-log-proxy — a web logging proxy for MCP client-server communication
  • MCP embeddedlayers/mcp-analytics — [BETA — v2 rebuild] MCP server for data analytics — Shopify, Stripe, CSV, forecasting, ML. Works in Claude, Cursor, and any MCP client. Expect rough edges while the rewrite lands.
  • MCP EmblemCompany/Agent-skills — Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains
  • MCP Embassy-of-the-Free-Mind/sourcelibrary-v2 — The world's largest library of translated ancient texts. AI-powered OCR and translation of Renaissance and early modern manuscripts.
  • MCP Emanuele94/SimBrief-MCPServer — Query SimBrief with your LLM
  • MCP elvismdev/mem0-mcp-selfhosted — Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.
  • MCP Elmoaid/TempoGraph — Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.
  • MCP ellmos-ai/n8n-manager-mcp — MCP server for n8n workflow management -- view, create, sync, and manage n8n workflows via AI assistants
  • MCP elisymlabs/elisym — Open infrastructure for AI agents to discover and pay each other
  • MCP ellmos-ai/ellmos-codecommander-mcp — Developer-focused MCP server with 17 tools for code analysis, JSON repair, import management, Markdown export, diffs and regex testing
  • MCP eliottreich/taskbounty-mcp-server — MCP server for TaskBounty. Post AI-fixable bug bounties or pick them up. Funded in USD via Stripe, paid in USDC, ETH, or BTC.
  • MCP elie222/inbox-zero — The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.
  • MCP elhamid/llm-council — LLM Council works together to answer your hardest questions
  • MCP elevy99927/devops-mcp-webui — Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol
  • MCP elestirelbilinc-sketch/vap-showcase — Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supports Flux2 Pro, Veo 3.1, Suno
  • MCP elementfm/mcp — elementfm / mcp · GitLab
  • MCP ekas-io/open-sales-stack — MCP and tools for various tasks related to ekas
  • MCP ekkyarmandi/ticktick-mcp — TickTick MCP for managing your To-Do using AI
  • MCP ejwhite7/brandkit-mcp — Open-source MCP server that gives AI tools native access to your company's design system — drop in your brand files, connect to Claude or any LLM tool
  • MCP ejentum/ejentum-mcp — MCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.
  • MCP ejcho623/agent-breadcrumbs — Cross-platform agent logging and observability
  • MCP eirikb/any-cli-mcp-server — Convert any (whatever) CLI to proper MCP server with tools mapped based on CLI help
  • MCP einiba/canyougrab-api — MCP server for confidence-scored domain availability checking via CanYouGrab.it
  • MCP efremidze/swift-patterns-mcp — An MCP server providing curated Swift and SwiftUI best practices from leading iOS sources.
  • MCP effytech/freshdesk-mcp — MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules
  • MCP efforthye/fast-filesystem-mcp — A high-performance Model Context Protocol (MCP) server that provides secure filesystem access for Claude and other AI assistants.
  • MCP edobusy/agenthold — Shared versioned state for multi-agent AI workflows. An MCP server.
  • MCP edwinbernadus/nocodb-mcp-server — nocodb mcp server
  • MCP edgedelta/edgedelta-mcp-server — Edge Delta MCP Server
  • MCP edge-claw/mood-booster-agent — edge-claw/mood-booster-agent — indexed from awesome-mcp-servers-punkpeye
  • MCP edgarriba/prolink — 🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents
  • MCP echology-io/decompose — The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.
  • MCP echojobsio/jdl-mcp-server — MCP server for JobDataLake — search 1M+ enriched job listings from AI tools
  • MCP ebbfijsf/agent-reader — ebbfijsf/agent-reader — indexed from awesome-mcp-servers-punkpeye
  • MCP eat-pray-ai/yutu — The AI-powered toolkit that grows your YouTube channel on autopilot.
  • MCP dynatrace-oss/dynatrace-mcp — MCP server for Dynatrace Observability
  • MCP duriantaco/skylos — Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantac
  • MCP Dumpling-AI/mcp-server-dumplingai — MCP (Model Context Protocol) server for Dumpling AI
  • MCP DuhoKim/NebulaMind — The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.
  • MCP duaraghav8/MCPJungle — One place to manage & connect to all your MCP servers
  • MCP drumst0ck/uploadkit — File uploads for developers. Done right.
  • MCP drolosoft/immich-photo-manager — 📸🧹🗺️ MCP server for intelligent photo management with Immich — search, curate geographic albums, clean up libraries, and publish galleries
  • MCP drolosoft/go-docs-mcp — 📄🐹⚡ Go MCP server for multi-format document access — PDF, TXT, MD, DOCX, CSV, images. Install and Go.
  • MCP drhalto/agentmako — Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.
  • MCP dragogargo/mcp-sysmon — MCP server for system monitoring — CPU, memory, disk, network, and process management via Claude
  • MCP drakonkat/wizzy-mcp-tmdb — The wizzy-mcp-tmdb project is an MCP (Model Context Protocol) server implemented in JavaScript that provides tools to search and retrieve information from The Movie Database (TMDB)
  • MCP douglasborthwick-crypto/mcp-server-insumer — MCP server for InsumerAPI — condition-based access infrastructure. 27 tools: attestation, wallet trust profiles, compliance, commerce. ECDSA-signed booleans across 37 chains. Never
  • MCP dotemacs/domain-lookup-mcp — Domain Lookup MCP
  • MCP dot-RealityTest/obsidian-codex-mcp — Local-first Obsidian MCP server for Codex, Claude Desktop, and markdown vault automation.
  • MCP dorukardahan/twitterapi-docs-mcp — TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI assistants.
  • MCP dorukardahan/domain-search-mcp — Zero-config domain availability MCP for Claude & ChatGPT. AI suggestions, premium/auction detection via GoDaddy, RDAP/WHOIS fallback. Stdio + HTTP.
  • MCP doobidoo/mcp-memory-service — 📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation
  • MCP doobidoo/MCP-Context-Provider — 📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models
  • MCP domdomegg/airtable-mcp-server — 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
  • MCP DomDemetz/claude-soul — Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory
  • MCP dolphinquant/echolon — LLM-agent-native backtest framework for futures research — MCP server, in-package skills, catalogued error codes, typed Pydantic configs. Production engine inside Qorka @ DolphinQu
  • MCP DollhouseMCP/mcp-server — A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.
  • MCP dohyung1/x402-fpl-api — MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials,
  • MCP dodopayments/contextmcp — Self-hosted MCP server for your documentation
  • MCP doggychip/agentforge — AgentForge — subscription marketplace for AI agents, tools & content. Built for developers and AI agents alike.
  • MCP doggybee/mcp-server-leetcode — A Model Context Protocol (MCP) server for LeetCode that provides access to problems, user data, and contest information through GraphQL
  • MCP doctorm333/promptpilot-mcp-server — MCP server for PromptPilot.club — generate images, video, and audio via Pollinations API
  • MCP docs-mcp — Tandem is the authority layer for AI-first work: runtime authority for agents, tools, memory, approvals, and audit trails.
  • MCP docker/hub-mcp — Docker Hub MCP Server
  • MCP dnotitia/akb — AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
  • MCP dnaerys/onekgpd-mcp — 1000 Genomes Project Dataset MCP Server
  • MCP dl4rce/flaiwheel — MCP Docs Vector - Documentation vectorization and search via MCP
  • MCP dkvdm/onepassword-mcp-server — An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
  • MCP dkships/pm-copilot — MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next
  • MCP djalal/quran-mcp-server — Quran.com API integration for verse search, translation and tafsir
  • MCP discourse/discourse-mcp — MCP client for Discourse sites
  • MCP disco-trooper/apple-notes-mcp — MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.
  • MCP discava/mcp-server — discava - The Business Directory for AI - mcp server
  • MCP dimpagk92/cellar — Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.
  • MCP diivi/aseprite-mcp — MCP server for interacting with the Aseprite API
  • MCP DigiCatalyst-Systems/dep-diff-mcp — MCP server that reads dependency changelogs and tells you what's risky in an upgrade.
  • MCP devroopsaha744/TexMCP — A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts
  • MCP devilcoder01/weather-mcp-server — A simple minimal weather mcp server :)
  • MCP devflowinc/trieve — All-in-one platform for search, recommendations, RAG, and analytics offered via API
  • MCP dev-mirzabicer/ticktick-sdk — A comprehensive async Python library for TickTick with MCP support.
  • MCP deusXmachina-dev/memorylane — 📇 ☁️ 🏠 🍎 - Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity histor
  • MCP Destrayon/Connapse — Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready
  • MCP designcomputer/mysql_mcp_server — A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
  • MCP depwire/depwire — The missing context layer for AI-assisted refactoring
  • MCP deploy-mcp/deploy-mcp — Universal deployment tracker for AI assistants - check deployment status without leaving your AI chat
  • MCP denismaggior8/enigma-python-mcp — An MCP (Model Context Protocol) server that brings the capabilities of the enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate E
  • MCP dengls24/annota — Annota — AI-Powered Paper Annotation MCP Server. Reads PDFs, highlights findings, explains formulas, writes structured notes.
  • MCP demwick/polymarket-agent-mcp — The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfol
  • MCP delmas41/gradusnotation — Open music notation MCP server for AI agents. Render JSON scores to SVG, MusicXML, and MIDI. Sponsored by Gradus School of Music Composition.
  • MCP delimit-ai/delimit — Govern AI coding across Claude Code, Codex, Cursor, and Gemini CLI. Breaking-change detection, deploy gates, and multi-model consensus — delivered as MCP server, CLI, and GitHub Ac
  • MCP delega-dev/delega-mcp — MCP server for Delega — connect any MCP client to your task API
  • MCP delano/postman-mcp-server — An MCP server that provides access to Postman.
  • MCP deficlow/zipp-mcp — Multi-language crypto news MCP server (hosted) — sentiment + importance scoring across 8 languages. Endpoint: https://zippfeed.com/mcp/
  • MCP Declan142/calcnook-mcp-server — MCP server for calcnook — exposes 24 financial calculations to Claude Code, Cursor, Goose, and any MCP-compatible AI agent. Sharia-compliant, 7 countries. uvx calcnook-mcp.
  • MCP Declade/lucairn-sdks — Lucairn SDKs — privacy-preserving AI infrastructure clients for TypeScript, Python, Go, and an MCP server
  • MCP decisionnode/DecisionNode — CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.
  • MCP decidefyi/decide — Deterministic refund, cancel, trial, and return policy decisions for support teams. One verdict for humans and AI agents via API + MCP with request-level audit trail.
  • MCP debtstack-ai/debtstack-python — Corporate credit data for AI agents — Python SDK, LangChain tools, and MCP server
  • MCP debridge-finance/debridge-mcp — MCP server that gives AI agents the ability to execute cross-chain cryptocurrency swaps and transfers via the deBridge protocol
  • MCP dearlordylord/huly-mcp — Feature-complete MCP server for Huly platform
  • MCP dealx/mcp-server — MCP Server for DealX platform
  • MCP deadletterq/mcp-opennutrition — MCP server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups
  • MCP ddukbg/github-enterprise-mcp — github-enterprise-mcp
  • MCP ddsky/gamebrain-api-clients — ☁️ - Search and discover hundreds of thousands of video games on any platform through the [GameBrain API](https://gamebrain.co/api).
  • MCP dcostenco/prism-mcp — The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, per
  • MCP dbt-labs/dbt-mcp — A MCP (Model Context Protocol) server for interacting with dbt.
  • MCP Davison-Francis/min8t-sdks — By MiN8T — email infrastructure, design, and deliverability platform. Open-source SDKs + MCP server for DeliverIQ + the MiN8T editor.
  • MCP davidsimoes/digisign-mcp — MCP server for DigiSign.cz digital signature API — built for Claude Code
  • MCP davidlin2k/pox-mcp-server — A Model Context Protocol (MCP) server for the POX SDN controller
  • MCP davidlandais/ovh-api-mcp — MCP server for the OVH API — explore and execute any OVH endpoint from Claude, Cursor, or any MCP-compatible LLM client. Built in Rust.
  • MCP davewind/mysql-mcp-server — mcp model-context-protocol mysql cursor n8n
  • MCP Dataring-engineering/mcp-server-trino — MCP Server for Trino
  • MCP davidan90/time-node-mcp — MCP server for timezone-aware date and time operations
  • MCP davegomez/fizzy-mcp — MCP server for Fizzy task management
  • MCP datalayer/jupyter-mcp-server — 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
  • MCP DataEval/dingo — Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
  • MCP Data-Everything/mcp-server-templates — A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route r
  • MCP darktw/usecortex-mcp — UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.
  • MCP darktw/chatpipe-mcp — Publish live web pages from your AI coding agent — instant shareable URLs from your terminal.
  • MCP DareDev256/fcpxml-mcp-server — 🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
  • MCP DappierAI/dappier-mcp — Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents
  • MCP dannote/figma-use — Control Figma from the command line. Full read/write access for AI agents — create shapes, text, components, set styles, export images. 100+ commands.
  • MCP Danielpeter-99/calcom-mcp — A FastMCP server for interacting with the Cal.com API. This enables LLMs to manage event types, create bookings, and access Cal.com scheduling data programmatically.
  • MCP danmartuszewski/hop — Fast, elegant SSH connection manager with a TUI dashboard and MCP server
  • MCP danielkennedy1/pdf-tools-mcp — 🐍 - PDF download, view & manipulation utilities.
  • MCP danhilse/notion_mcp — A simple MCP integration that allows Claude to read and manage a personal Notion todo list
  • MCP Dan8Oren/mcp-apple-notes — MCP server for Apple Notes — semantic search, folder browsing, and RAG. Works with any MCP client (Claude, Cursor, Windsurf, Cline). Fully local, no API keys.
  • MCP dan1d/mercadolibre-mcp — MercadoLibre MCP server for AI agents. Search products, browse categories, track trends across Latin America.
  • MCP dan1d/dolar-mcp — Argentine exchange rates MCP server. Dollar blue, oficial, CCL, crypto and all currencies via DolarAPI.
  • MCP dan1d/cobroya — Mercado Pago tool connector for AI agents, Telegram, WhatsApp and automation platforms
  • MCP damientilman/mailchimp-mcp-server — Full Mailchimp Marketing API for Claude — 112 tools across campaigns, audiences, reports, segments, automations and e-commerce. Read-only and dry-run safety modes.
  • MCP daisys-ai/daisys-mcp — The Daisys mcp server
  • MCP daiji-sshr/redmine-mcp-stateless — > A stateless & SSE-ready MCP server for Redmine. Supports shared team deployment with per-request credential handling.
  • MCP Daichi-Kudo/llm-advisor-mcp — Daichi-Kudo/llm-advisor-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP Daghis/teamcity-mcp — Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents and configs from AI coding assistants.
  • MCP dagger/container-use — Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
  • MCP czottmann/kagi-ken-mcp — Unofficial MCP server for working with Kagi without API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well
  • MCP @czagents/cnb — Open-source Model Context Protocol servers for Czech government & business data: ARES, ČNB, EU+OFAC sanctions, ISIR insolvency, and a unified due-diligence aggregator.
  • MCP cyntrisec/cyntrisec-cli — Historical AWS analysis CLI; not a current Cyntrisec product
  • MCP cyclops-ui/mcp-cyclops — Model Context Protocol server for Cyclops
  • MCP Cyberweasel777/botindex-mcp-server — Cyberweasel777/botindex-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP cyberchitta/llm-context.py — Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes
  • MCP cuttalo/depscope — DepScope — Package Intelligence for AI Agents. 22 MCP tools, 19 ecosystems, free, no auth. https://depscope.dev
  • MCP cuthongthai-vn/vimo-mcp-server — VIMO — Vietnam Financial Intelligence
  • MCP Custodia-Admin/pagebolt-mcp — An MCP server to allow AI agents to interact with PageBolt to take screenshots, grab PDFs, and more.
  • MCP currents-dev/currents-mcp — Currents MCP Server
  • MCP cturkieh/france-data-mcp — MCP TypeScript qui croise 6 référentiels publics FR (INSEE SIRENE, FINESS, RPPS, Ameli, IGN, DINUM) — détecte les SIRET fermés invisibles côté DREES via pivot SIRET élargi + scorin
  • MCP cswkim/discogs-mcp-server — MCP Server for Discogs
  • MCP csjoblom/musclesworked-mcp — MCP server for exercise-to-muscle mapping. 856 exercises, 65 muscles, 14 muscle groups with primary/secondary/stabilizer activation data.
  • MCP cseguinlz/doubletick-cli — CLI and MCP server for DoubleTick email read tracking
  • MCP CSCSoftware/AiDex — MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.
  • MCP crystaldba/postgres-mcp — Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
  • MCP cryptosquanch/legends-mcp — Chat with legendary founders & investors via MCP. No API key required!
  • MCP CryptoRugMunch/rug-munch-mcp — MCP server for Marcus Rug Intel — 19 tools for crypto token risk analysis, rug pull detection, and AI forensics. Works with Claude Desktop, Cursor, Windsurf.
  • MCP creatorrmode-lead/avp-sdk — Action Control for autonomous agents. Check posture. Gate risky actions. Prove execution. Fits your existing agent stack.
  • MCP cryptobriefing/gloria-mcp — MCP server for Gloria AI — real-time curated crypto news with sentiment, recaps, and search for AI agents
  • MCP Crawleo/Crawleo-MCP — Crawleo MCP Server - Real-Time Web Knowledge for AI Crawleo's Model Context Protocol (MCP) server enables AI assistants like Claude to access real-time web data directly through na
  • MCP cr7258/elasticsearch-mcp-server — A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.
  • MCP cqtrinv/trinvmcp — a MCP server for TRINV
  • MCP cqfn/aibolit-mcp-server — MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring
  • MCP Couchbase-Ecosystem/mcp-server-couchbase — MCP Server to interact with data in Couchbase Clusters
  • MCP costajohnt/oss-autopilot — Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.
  • MCP coreyhines/opnsense-mcp — coreyhines/opnsense-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP corebasehq/coremcp — CoreMCP: Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source bridge for LLM data analysis.
  • MCP corbym/backlog-mcp — corbym/backlog-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP copperline-labs/rendex-mcp — MCP server for Rendex — capture screenshots, generate PDFs, and render HTML to images of any webpage via AI agents. Claude, Cursor, Windsurf compatible.
  • MCP conviction-fm/conviction-mcp — Strategy competition for AI agents. MCP server + CLI for conviction.fm
  • MCP conversation-handoff-mcp — MCP server for transferring conversation context between AI chats and projects
  • MCP contextstream/mcp-server — 📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor
  • MCP ContextPulse/contextpulse — Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.
  • MCP context-rot-detection — Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state
  • MCP Contentrain/ai — Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.
  • MCP ConstantineB6/comfy-pilot — MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows
  • MCP conorbronsdon/substack-mcp — MCP server for Substack — read posts, manage drafts. No publish or delete by design.
  • MCP conorbronsdon/gws-mcp-server — MCP server that exposes Google Workspace CLI (gws) as Model Context Protocol tools
  • MCP connerlambden/helium-mcp — MCP server for real-time news with bias scoring, live stock/ETF/crypto data, AI options pricing, balanced news synthesis, and meme search. 10 tools, 5000+ sources, free tier.
  • MCP connerlambden/bgpt-mcp — Scientific paper search API for AI agents: REST, Python, OpenAPI, and MCP with structured full-text evidence.
  • MCP Connectry-io/connectrylab-architect-cert-mcp — Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.
  • MCP confluentinc/mcp-confluent — 🐍 ☁️ - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
  • MCP ConfigCat/mcp-server — Official ConfigCat Model Context Protocol (MCP) Server
  • MCP ConechoAI/openai-websearch-mcp — openai websearch tool as mcp server
  • MCP conarti/mattermost-mcp — Mattermost MCP server to enable Claude to interact with Mattermost Workspaces
  • MCP conan-io/conan-mcp — Model Context Protocol server for Conan
  • MCP competlab/competlab-mcp-server — Competitive intelligence MCP server — monitor competitors and track how AI ranks your brand
  • MCP Comet-ML/Opik-MCP — Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
  • MCP colapsis/transfa — WeTransfer for agents. Dead-simple file sharing CLI for AI agents and developers.
  • MCP coinpaprika/dexpaprika-mcp — DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language que
  • MCP Coding-Solo/godot-mcp — MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
  • MCP codex-data/codex-mcp — A Model Context Protocol server for the Codex API
  • MCP codeurali/mcp-dataverse — MCP server for Microsoft Dataverse Web API for devs !
  • MCP CoderGamester/mcp-unity — Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
  • MCP CodeLogicIncEngineering/codelogic-mcp-server — An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
  • MCP codeislaw101/katzilla — codeislaw101/katzilla — indexed from awesome-mcp-servers-punkpeye
  • MCP codefuturist/email-mcp — Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize email from any AI assistant via the Model Context Protocol
  • MCP cocaxcode/api-testing-mcp — The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenAPI, mock data, load testing, collections, environments, cURL export, response diffing. Zer
  • MCP CodeAbra/iai-mcp — The best-benchmarked open-source memory system for AI coding assistants
  • MCP cobanov/teslamate-mcp — A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
  • MCP co-browser/browser-use-mcp-server — Browse the web, directly from Cursor etc.
  • MCP cnghockey/sats4ai-mcp-server — MCP server for Sats4AI — the permissionless communication supercharger for humans and AI agents. 40+ Lightning-paid tools: AI phone calls, voice in 602 languages, translation, fax,
  • MCP co-browser/attestable-mcp-server — Verify that any MCP server is running the intended and untampered code via hardware attestation.
  • MCP cmcgrabby-hue/syndicate-links — cmcgrabby-hue/syndicate-links — indexed from awesome-mcp-servers-punkpeye
  • MCP cloudbet/sports-mcp-server — Cloudbet Sports Data MCP Server
  • MCP clouatre-labs/math-mcp-learning-server — Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace
  • MCP clicks-protocol/mcp-server — Autonomous yield for AI agents on Base. 80% liquid, 20% earning. No lockup. One SDK call.
  • MCP Claynsn/agent-discovery-mcp — MCP server for ERC-8004 agent discovery + x402 payment. No smart account, no relay — just EOA signing. Works with Claude Code, OpenClaw, Cursor, Cline.
  • MCP ClickHouse/mcp-clickhouse — Connect ClickHouse to your AI assistants.
  • MCP clawdbotworker/imagegen-mcp — clawdbotworker/imagegen-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP clawaimail/mcp — clawaimail/mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP clamp-sh/mcp — Analytics MCP server for Clamp Analytics. Gives Claude, Cursor, VS Code, Windsurf, and Cline tools for traffic, pages, events, revenue, errors, funnels, cohorts, and alerts. Stdio
  • MCP ClaudeCodeNavi/claudecodenavi-mcp — ClaudeCodeNavi MCP Server - Claude Code knowledge platform & marketplace
  • MCP ckreiling/mcp-server-docker — MCP server for Docker
  • MCP CKBrennan/overtone-news-mcp — MCP server for the Overtone Intelligence API — news with tone, brand safety, and narrative shift signals for agents
  • MCP ckanthony/openapi-mcp — Dockerized MCP Server to allow your AI agent to access any API with existing api docs
  • MCP ckanthony/gin-mcp — Enable MCP features for any Gin API with a line of code
  • MCP ckanthony/Chisel — 🪛 Rust powered precision file tools for AI agents thats minimize context use: patch-based edits, kernel-enforced path confinement. Dramatically fewer tokens than naive read/write.
  • MCP cjo4m06/mcp-shrimp-task-manager — Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with
  • MCP Citedy/citedy-seo-agent — AI-powered SEO content automation agent skill — trend scouting, competitor analysis, article generation in 55 languages, social media adaptations, and cron-based sessions.
  • MCP CircleCI/mcp-server-circleci — A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleC
  • MCP cipherfoxie/sovereign-mcp — MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.
  • MCP cinderwright-ai/cinderwright-api — MCP server + x402 Discovery Hub. Search engine for the agent economy. 1450+ services indexed.
  • MCP Cifero74/mcp-apple-music — Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists
  • MCP Chunkydotdev/bldbl-mcp — 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get projec
  • MCP ChronulusAI/chronulus-mcp — MCP Server for Chronulus AI Forecasting and Prediction Agents
  • MCP Chronolapse411/sicarius-guard — Solana Token Safety Oracle for AI Agents & Trading Bots — byte-level SPL analysis, honeypot detection, Birdeye enrichment, MCP server
  • MCP chroma-core/chroma-mcp — A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
  • MCP christulino/todoist-v1-mcp-server — A clean, reliable MCP (Model Context Protocol) server for Todoist — built on the Todoist unified API v1.
  • MCP ChristianHinge/dicom-mcp — Model Context Protocol (MCP) for interacting with dicom servers (PACS etc.)
  • MCP chrishayuk/mcp-cli — 🐍 🏠 - Yet another CLI tool for testing MCP servers
  • MCP ChrisGVE/workspace-qdrant-mcp — Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-mcp with FastEmbed and project-aware collection management.
  • MCP chrisbusbin-pixel/propfirmdealfinder-mcp-server — MCP server for Prop Firm Deal Finder - lets AI assistants query live prop firm discount codes, compare firms, and find the cheapest challenges across 20+ proprietary trading firms.
  • MCP chrbailey/promptspeak-mcp-server — Pre-execution governance for AI agents. Sub-millisecond tool call validation, drift detection, circuit breakers, human-in-the-loop holds. 829 tests. 56 MCP tools.
  • MCP chopmob-cloud/AlgoVoi-Platform-Adapters — chopmob-cloud/AlgoVoi-Platform-Adapters — indexed from awesome-mcp-servers-punkpeye
  • MCP Chimera-Protocol/csl-core — Deterministic policy language for AI agents. Z3 + TLA+ dual-engine formal verification. Runtime enforcement <1ms.
  • MCP chigwell/telegram-mcp — Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
  • MCP CheMiguel23/MemoryMesh — A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
  • MCP checkra1neth/xbird — Twitter/X skill for AI agents — works with Claude Code, Cursor, Windsurf and 35+ agents. Powered by xbird-mcp.
  • MCP chatmcp/mcp-server-chatsum — Query and Summarize your chat messages.
  • MCP chasesaurabh/mcp-page-capture — Capture web page screenshots and return MCP-compatible metadata for automated workflows.
  • MCP chargebee/mcp — Seamlessly integrate AI agents with Chargebee using AgentKit for smarter billing and subscription workflows.
  • MCP chanmeng/google-news-mcp-server — 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi
  • MCP chaindead/telegram-mcp — Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.
  • MCP cg3-llc/prior_mcp — MCP server for Prior — give any AI agent instant access to a shared knowledge base of proven solutions. Works with Claude Desktop, Cursor, Windsurf, and VS Code.
  • MCP cfpramod/open-museum-mcp — MCP server for federated, license-verified search across open-access museum collections (The Met, Cleveland, AIC). Normalized schema, dynasty-aware date parsing, strict-default lic
  • MCP cevatkerim/unsplash-mcp — An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attributiontext and attributionhtml for each photo, making it tri
  • MCP cerebrixos-org/tuning-engines-cli — CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories
  • MCP centralmind/gateway — Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
  • MCP celiums/celiums-memory — Open-source cognitive engine for AI agents — persistent memory, a first-person journal, a four-layer ethics engine, and a per-user biological clock, over MCP. Apache-2.0.
  • MCP cdeust/Cortex — Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124
  • MCP cct15/war-dashboard-data — Futuristic Risk Intelligence — Geopolitical conflict risk data for AI agents (MCP/API)
  • MCP Cavinooo/claude-find — Pull Deep Memory from across your Claude Code Sessions — when you need it.
  • MCP catallo/misterclaw — 👾🦀 MiSTerClaw — MCP Remote Control for MiSTer-FPGA
  • MCP catrinmdonnelly/royalmail-mcp — Book, label, track and cancel Royal Mail and Parcelforce shipments from any MCP-compatible AI.
  • MCP Castaldo-Solutions/mcp-vtenext — MCP server for VTENext CRM — exposes the WebService API as tools for Claude and other MCP clients
  • MCP Cartisien/engram-mcp — MCP server for @cartisien/engram — persistent semantic memory for AI agents
  • MCP carterlasalle/mac_messages_mcp — An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robu
  • MCP carsol/monarch-mcp-server — 🐍 ☁️ - MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support
  • MCP carrierone/verilexdata-mcp — MCP server for Verilex Data — query NPI, SEC, PACER, Weather, and OTC datasets from AI agents
  • MCP carloshpdoc/memorydetective — MCP server for iOS leak hunting and performance investigation. 28 MCP tools, 34-pattern retain-cycle classifier with Swift fixTemplate snippets, compareTracesByPattern for CI gatin
  • MCP carlosahumada89/govrider-mcp-server — GovRider MCP Server - Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks from 25+ official sources worldwide
  • MCP capsulerun/bash — Sandboxed bash for agents. Track changes on every command.
  • MCP caol64/wenyan-mcp — 文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
  • MCP cantian-ai/bazi-mcp — MCP server for Bazi (八字) information
  • MCP CanopyHQ/phloem — 🏎️ 🏠 🍎 🪟 🐧 - Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts, and zero network connections. Works across
  • MCP Canner/wren-engine — This repository has been merged into Canner/WrenAI under the core/ directory
  • MCP can4hou6joeng4/boss-agent-cli — AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化
  • MCP campertunity/mcp-server — 🎖️ 📇 🏠 - Search campgrounds around the world on campertunity, check availability, and provide booking links
  • MCP cameronrye/openzim-mcp — OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.
  • MCP cameronrye/activitypub-mcp — A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standardized MCP tools, resources, and
  • MCP calclavia/mcp-obsidian — 📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
  • MCP calintzy/evmscope — EVM blockchain intelligence toolkit for AI agents — 23 MCP tools across 7 chains (Ethereum, Polygon, Arbitrum, Base, Optimism, Avalanche, BSC). Zero config.
  • MCP cahthuranag/mcp-server — MCP server bringing live FX rates, historical data, and multi-currency lookups from AllRatesToday to Claude Code, Cursor, Claude Desktop, and Windsurf. Free API key required.
  • MCP Cactusinhand/mcp_server_notify — Send system notification when Agent task is done.
  • MCP cafferychen777/ChatSpatial — MCP server for spatial transcriptomics analysis through natural language interfaces.
  • MCP cachly-dev/cachly-mcp — AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 51 MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.
  • MCP cablate/mcp-google-map — A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
  • MCP c4pt0r/mcp-server-tidb — mcp server for tidb
  • MCP ByAxe/keynote-mcp — A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.
  • MCP bx33661/Wireshark-MCP — Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.
  • MCP BV-Venky/excalidraw-architect-mcp — An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout.
  • MCP BuyWhere/buywhere-mcp — BuyWhere MCP server — search and compare products from Singapore, SEA, and US markets via Model Context Protocol. Cross-border e-commerce product catalog for AI agents.
  • MCP butterlatte-zhang/unity-ai-bridge — Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & light probes. File-based IPC, zero dependencies.
  • MCP BurtTheCoder/mcp-shodan — MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Cl
  • MCP BurtTheCoder/mcp-maigret — MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources.
  • MCP BurtTheCoder/mcp-dnstwist — MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
  • MCP burningion/video-editing-mcp — MCP Interface for Video Jungle
  • MCP bulatko/vk-mcp-server — Model Context Protocol (MCP) server for VK (VKontakte) social network API
  • MCP buildsyncinc/gibs-mcp — Gibs MCP Server — EU regulatory compliance for AI agents (AI Act, GDPR, DORA)
  • MCP buildkite/buildkite-mcp-server — Official MCP Server for Buildkite.
  • MCP buildepicshit/Wick — Roslyn-enriched C# exception telemetry for Godot Engine, exposed over MCP
  • MCP bug-breeder/quip-mcp — A Model Context Protocol (MCP) server that provides AI assistants with access to Quip documents
  • MCP bubilife1202/crossfin — The only way AI agents access Asian crypto markets. Routing engine + x402 payments across 9 exchanges.
  • MCP brutalzinn/simple-mcp-selenium — This is just a tool to use a chrome driver that exposes a MCP server to be easily to use with Cursor IDE
  • MCP bruno-portfolio/agrobr-mcp — MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr
  • MCP BrunoKrugel/echo-mcp — Enable AI assistants to interact with your Echo API
  • MCP browsermcp/mcp — Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
  • MCP browserbase/mcp-server-browserbase — Allow LLMs to control a browser with Browserbase and Stagehand
  • MCP BrowseAI-HQ/BrowserAI-Dev — Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.
  • MCP BRNDMK/brandomica-mcp-server — BRNDMK/brandomica-mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP bright8192/esxi-mcp-server — A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
  • MCP Bright-L01/networkx-mcp-server — 🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration
  • MCP brianxiadong/ones-wiki-mcp-server — ones-wiki-mcp-server
  • MCP briandconnelly/mcp-server-ipinfo — IP Geolocation Server for MCP using ipinfo.io
  • MCP brave/brave-search-mcp-server — 📇 ☁️ - Web search capabilities using Brave's Search API
  • MCP Brand-System/brandsystem-mcp — MCP server for progressive brand governance — extract, compile, and audit brand identity systems
  • MCP bram2w/baserow — Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.
  • MCP BrainGrid MCP — Step-by-step guide to install BrainGrid MCP
  • MCP bradleylab/stella-mcp — MCP server for Stella
  • MCP botwallet-co/mcp — MCP server for Botwallet — Give any AI agent a wallet via Model Context Protocol. FROST threshold signing, x402 paid APIs, spending guard rails.
  • MCP box/mcp-server-box-remote — Securely connect AI agents to your enterprise content in Box
  • MCP Bortlesboat/bitcoin-mcp — The most comprehensive Bitcoin MCP server. 49 tools for AI agents: fees, mempool, blocks, transactions, mining, price, supply. Zero config - works instantly. Claude, Cursor, VS Cod
  • MCP bolivian-peru/baozi-mcp — MCP server for Baozi prediction markets on Solana - 68 tools for AI agents
  • MCP boldsign/boldsign-mcp — Model Context Protocol (MCP) server for BoldSign API
  • MCP boikot-xyz/boikot — keep companies accountable
  • MCP bogdan01m/zapcap-mcp-server — MCP Server for ZapCap.ai
  • MCP bobbyrgoldsmith/quarterback — Strategic task prioritization and agent orchestration for multi-project operators
  • MCP bluzername/lennys-quotes — 📇 🏠 - Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect for PRDs, strategy, and PM career a
  • MCP blurrah/mcp-graphql — Model Context Protocol server for GraphQL
  • MCP blockrunai/blockrun-mcp — Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
  • MCP BlockRunAI/x-grow — 📇 ☁️ - X/Twitter algorithm optimizer with post drafting, review scoring, and AI image generation for maximum engagement.
  • MCP blakerouse/ssh-mcp — SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts
  • MCP blazickjp/arxiv-mcp-server — A Model Context Protocol server for searching and analyzing arXiv papers
  • MCP blackwhite084/playwright-plus-python-mcp — 🐍 - An MCP python server using Playwright for browser automation,more suitable for llm
  • MCP BlackMount-ai/blackmount-nlp-mcp — NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.
  • MCP bivex/kanboard-mcp — A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language co
  • MCP blackwell-systems/agent-lsp — Your coding agent is editing blind. agent-lsp gives it type-aware navigation, blast-radius analysis, and pre-verified edits. 50 tools, 21 skills, 30 languages.
  • MCP bitteprotocol/mcp — 📇 - Bitte Protocol integration to run AI Agents on several blockchains.
  • MCP bitrise-io/bitrise-mcp — MCP Server for the Bitrise API, enabling app management, build operations, artifact management and more.
  • MCP bitbonsai/mcp-obsidian — A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access
  • MCP bit2beat/bitrix24-mcp — MCP server that connects Claude AI to Bitrix24 — CRM, tasks, disk, calendar, automations and more
  • MCP bitatlas-group/bitatlas — Zero Knowledge Cloud Drive for Humans and Agents
  • MCP bintocher/mcp-superset — MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
  • MCP billster45/mcp-chatgpt-responses — MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management
  • MCP Bigsy/Clojars-MCP-Server — A Model Context Protocol (MCP) server that provides tools for fetching dependency information from Clojars, the Clojure community's artifact repository.
  • MCP bighippoman/intercept-mcp — MCP server with multi-tier fallback chain for fetching web content as clean markdown
  • MCP Bichev/agentradar-mcp — MCP server for AgentRadar — trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.
  • MCP bh-rat/context-awesome — awesome-lists now available as CLI & MCP server for your agent.
  • MCP bgauryy/octocode-mcp — MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform
  • MCP betterhyq/mermaid-grammer-inspector-mcp — A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities
  • MCP BetterDB-inc/monitor — Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis
  • MCP besslframework-stack/project-tessera — Tessera — Memory layer for every AI. 58 MCP tools, 54 REST endpoints, local-first, AES-256 encrypted.
  • MCP berlinbra/alpha-vantage-mcp — MCP Server for Alpha Advantage API
  • MCP Berckan/bugherd-mcp — MCP server for BugHerd integration - manage bugs and feedback from Claude
  • MCP benswel/qr-agent-core — QR-as-a-Service API for AI agents — 34 MCP tools, 11 QR types, dynamic links, scan analytics, webhooks, custom domains. REST API + MCP server.
  • MCP benmonopoli/open-greenhouse-mcp — Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.
  • MCP benborla29/mcp-server-mysql — A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
  • MCP Beltran12138/wecom-docs-mcp-server — MCP server for WeCom (Enterprise WeChat) document operations — create, read, edit Docs and Smartsheets. Fills the doc-CRUD gap in the WeCom MCP ecosystem.
  • MCP BelleKou/mcp-viral-transformer — 🚀 ViralTransformer: A high-performance MCP server for automated web scraping & AI-driven viral content transformation. 基于 MCP 协议的自动化网页抓取与爆款文案转化引擎。
  • MCP behrensd/mcp-firewall — Deterministic security proxy for MCP tool calls — iptables for MCP
  • MCP bch1212/agentfetch-mcp — MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.
  • MCP bbonnin/openapi-to-mcp — OpenApiMCPServer is an MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools
  • MCP BB-fat/browser-use-rs — A Rust library for browser automation via Chrome DevTools Protocol with built-in AI integration through Model Context Protocol (MCP)
  • MCP Battam1111/Myco — Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.
  • MCP base/base-mcp — A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Base network and Coinbase API.
  • MCP bartonguestier1725-collab/scout-mcp — bartonguestier1725-collab/scout-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP bart6114/my-bear-mcp-server — 📇 🏠 🍎 - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
  • MCP baphometnxg/aloha-fyi-mcp — baphometnxg/aloha-fyi-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP bankless/onchain-mcp — Bringing the bankless onchain API to MCP
  • MCP bamwor-dev/bamwor-mcp-server — MCP server for world geographic data. 261 countries, 13.4M cities.
  • MCP bakyang2/kr-crypto-intelligence — Korean crypto market data API for AI agents. Kimchi premium, exchange prices, FX rates. x402 pay-per-use on Base.
  • MCP Badhansen/notion-mcp — A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.
  • MCP Backspace-me/sportscore-mcp — MCP server exposing the free SportScore sports-data API as tool calls for Claude, Cursor, and Zed. Live scores, fixtures, standings for football, basketball, cricket, tennis.
  • MCP backloghq/backlog — Persistent task management plugin for Claude Code and agent teams
  • MCP babyblueviper1/invinoveritas — Lightning-native AI agent platform — pre-trade /review, pay-per-use reasoning, sandboxed execution, persistent memory, an agent marketplace, a tenant residence (identity+wallet+mem
  • MCP back1ply/agent-skill-loader — MCP server to expose Claude Code Skills to AI agents
  • MCP bababoi-bibilabu/agent-mq — Message queue for AI coding assistants. Let your AI agents talk to each other.
  • MCP Azure/azure-mcp — The Azure MCP Server, bringing the power of Azure to your agents.
  • MCP azeth-protocol/mcp-server — MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents
  • MCP azer/react-analyzer-mcp — MCP server for analyzing & generating docs for React code locally
  • MCP aywengo/kafka-schema-reg-mcp — A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
  • MCP ayo-nci/bulkrender-mcp — MCP server for BulkRender — generate DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant
  • MCP aymericzip/intlayer — Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.
  • MCP ayhammouda/python-docs-mcp-server — Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.
  • MCP aybelatchane/mcp-server-terminal — Terminal MCP Server - Model Context Protocol server for TUI/CLI automation with structured Terminal State Tree (TST)
  • MCP axliupore/mcp-code-runner — 📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
  • MCP awwaiid/mcp-server-taskwarrior — MCP Server for TaskWarrior!
  • MCP awslabs/mcp — Open source MCP Servers for AWS
  • MCP awkoy/replicate-flux-mcp — MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset c
  • MCP avivsinai/langfuse-mcp — A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
  • MCP avisangle/jenkins-mcp-server — An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.
  • MCP avisangle/method-crm-mcp — Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.
  • MCP avisangle/calculator-server — A comprehensive Go-based MCP server for mathematical computations with 13+ tools
  • MCP avansaber/tailtest-cline — tailtest for Cline: MCP server + .clinerules pack + Memory Bank integration. Reaches 8+ editors via Cline. Adversarial test mode shipped from day one.
  • MCP autonsol/sol-mcp — MCP server for Solana token risk scoring and momentum signals
  • MCP Autonomad1/autonomad-travel — MCP server for Claude / ChatGPT / any MCP client — search live flights, hotels, activities, and events worldwide, then book on autonomad.ai
  • MCP automation-ai-labs/mcp-link — Convert Any OpenAPI V3 API to MCP Server
  • MCP automateyournetwork/pyATS_MCP — An MCP Server for pyATS (experimental)
  • MCP AutomateLab-tech/content-distribution-mcp — Multi-channel content distribution MCP server with idempotent state. Auto-publish to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky; browser-fallback for Medium, LinkedIn, X
  • MCP AutomateLab-tech/citation-intelligence — MCP server for measuring LLM citation visibility across Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. 12 tools, BYO keys, self-hosted, no telemetry.
  • MCP automatalabs/mcp-server-playwright — MCP server for browser automation using Playwright
  • MCP austenstone/myinstants-mcp — MCP server that lets your ai agent press sound buttons. it's not that deep.
  • MCP augmnt/augments-mcp-server — Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
  • MCP Auctalis/nocturnusai — Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents
  • MCP attalla1/photopea-mcp-server — MCP server for AI-driven image editing with Photopea
  • MCP atomno-labs/mcp-fns-check — MCP server for checking RU counterparties via FNS open data (EGRUL/EGRIP, EFRSB, KAD, FSSP)
  • MCP atomno-labs/mcp-egrul — MCP server for Russian EGRUL/EGRIP lookups via FNS open-data — open self-host (MIT) + hosted Pro tier (closed beta)
  • MCP atomno-labs/mcp-cbr-rates — MCP server for Central Bank of Russia rates, key rate, inflation and macro stats
  • MCP atomicchonk/roadrecon_mcp_server — Claude MCP server to perform analysis on ROADrecon data
  • MCP atmospore/atmospore-mcp — MCP (Model Context Protocol) server for Atmospore — pollen forecast tools for Claude and other AI assistants.
  • MCP atlasprzetargow/mcp-server — Official MCP server for Atlas Przetargów — search 800 000+ Polish public tenders (BZP + TED) from any AI client.
  • MCP aTars MCP — Crypto market signals, technical indicators, and sentiment analysis for AI agents.
  • MCP @asterpay/mcp-server — @asterpay/mcp-server — indexed from awesome-mcp-servers-punkpeye
  • MCP astandrik/local-ydb-toolkit — Unofficial Codex skill and MCP server for operating Docker-based local-ydb deployments.
  • MCP astandrik/codex-pets — astandrik/codex-pets — indexed from awesome-mcp-servers-punkpeye
  • MCP asmith26/jupytercad-mcp — An MCP server for JupyterCAD that allows you to control it using LLMs/natural language.
  • MCP askbudi/roundtable — Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface
  • MCP asif-nvc/e2b-sandbox-mcp — MCP server connecting Claude Code with E2B cloud sandboxes for working on any GitHub repo
  • MCP ashlrai/webfetch — The license-first image layer for AI agents and humans. 24 federated providers · CC0/CC-BY/PD-first · MCP native · Chrome extension · Python + TS SDKs.
  • MCP ashev87/propstack-mcp — Connect AI assistants (Claude, ChatGPT) to Propstack real estate CRM via MCP
  • MCP AryanBV/pdf-toolkit-mcp — Write-capable PDF toolkit for any MCP client: 22 tools to read, create, render, encrypt, and transform PDFs. Vision rendering for scans, form-preserving merge and split, AES-256, z
  • MCP arvindand/maven-tools-mcp — MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation su
  • MCP artmann/package-registry-mcp — MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
  • MCP arthurpanhku/DragonMCP — DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI
  • MCP arthurpanhku/DocSentinel — MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations
  • MCP arthurpanhku/Arthor-Agent — MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations
  • MCP arrismo/kaggle-mcp — MCP server for Kaggle
  • MCP arpitbatra123/mcp-googletasks — This Model Context Protocol (MCP) server provides a bridge between LLMs and Google Tasks, allowing you to manage your task lists and tasks directly through Claude.
  • MCP arnstarn/mcp-server-spotinst — MCP server for Spot.io (Spotinst) API - Ocean clusters, VNGs, Elastigroups, costs, right-sizing across AWS and Azure
  • MCP armorwallet/armor-crypto-mcp — The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.
  • MCP ARKALDA/hejdar-mcp — Hejdar MCP Server — runtime policy enforcement for AI agents
  • MCP ark-forge/mcp-eu-ai-act — MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases
  • MCP ark-forge/arkforge-mcp — Third-party cryptographic proof for AI agent API calls — ArkForge Trust Layer MCP server
  • MCP arjun1194/insta-mcp — Instagram MCP Server - Provides AI assistants with tools for Instagram analytics, insights, and account management
  • MCP arikusi/deepseek-mcp-server — MCP Server for DeepSeek API - enables MCP clients to use DeepSeek Chat and Reasoner models
  • MCP arikusi/nakkas — MCP server that turns AI into an SVG artist
  • MCP arifur9993/attendance-engine-mcp — MCP server giving AI agents tools for workforce attendance, overtime, overnight shifts & California wage-and-hour compliance.
  • MCP ariekogan/ateam-mcp — ADAS MCP Server — build, validate, and deploy multi-agent solutions from any AI environment
  • MCP arian-gogani/nobulex — The trust economy for autonomous AI agents. Credit scores for machines. Agents earn Trust Capital through verified behavior, gating what they are allowed to do. Autonomy earned, no
  • MCP ariadng/metatrader-mcp-server — Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
  • MCP areweai/tsgram-mcp — TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on the go!
  • MCP ArchAI-Labs/fastmcp-sonarqube-metrics — Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.
  • MCP arcadia-finance/mcp-server — MCP server for Arcadia Finance. Manage concentrated liquidity positions with built-in leverage, automated rebalancing, and yield optimization on Base, Optimism, and Unichain.
  • MCP ArcadeData/arcadedb — ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. Arc
  • MCP @arbitova/mcp-server — Arbitova — AI-powered trade arbitration platform. Neutral verdict engine for disputed transactions, with MCP server, TypeScript & Python SDKs.
  • MCP aranjan/kite-mcp — MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant
  • MCP araa47/jupiter-mcp — 🐍 ☁️ - Jupiter API Access (allow AI to Trade Tokens on Solana + Access Balances + Search Tokens + Create Limit Orders )
  • MCP AppVisionOS/apple-search-ads-mcp — MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools
  • MCP APOGEOAPI/apogeoapi-mcp — MCP server for ApogeoAPI — geographic data, live exchange rates & IP geolocation
  • MCP apireno/DOMShell — AgenticShell
  • MCP apinetwork/piapi-mcp-server — A TypeScript implementation of a Model Context Protocol (MCP) server that integrates with PiAPI's API. PiAPI makes user able to generate media content with Midjourney/Flux/Kling/Lu
  • MCP apify/mcp-server-rag-web-browser — A MCP Server for the RAG Web Browser Actor
  • MCP apify/actors-mcp-server — The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers,
  • MCP apiarya/wemo-mcp-server — Control Wemo smart home devices through AI assistants using natural language.
  • MCP aparajithn/agent-utils-mcp — aparajithn/agent-utils-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP api7/apisix-mcp — APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.
  • MCP apecloud/ApeRAG — ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
  • MCP aparajithn/agent-scraper-mcp — Web scraping MCP server for AI agents — screenshots, content extraction, structured scraping
  • MCP aparajithn/agent-deploy-dashboard-mcp — Unified deployment management MCP server for Vercel, Render, Railway, and Fly.io
  • MCP anwerj/youtube-uploader-mcp — Upload/Schedule videos on Youtube with the help of AI
  • MCP antv/mcp-server-chart — 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
  • MCP AntonioTF5/soul-mcp-server — MCP server for SOUL.md — validate and generate soul files from Claude Desktop.
  • MCP antonio-mello-ai/mcp-proxmox — MCP server for managing Proxmox VE clusters through AI assistants
  • MCP antonio-mello-ai/mcp-pfsense — MCP server for managing pfSense firewalls through AI assistants
  • MCP ankitmalik84/notion-mcp-server — Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, an
  • MCP anki-mcp/anki-mcp-desktop — A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
  • MCP anjor/coinmarket-mcp-server — 🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes
  • MCP angheljf/nyt — 📇 ☁️ - Search articles using the NYTimes API
  • MCP andyWang1688/sql-query-mcp — A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.
  • MCP andybrandt/mcp-simple-openai-assistant — MCP server that gives Claude ability to use OpenAI's GPTs assistants
  • MCP andyliszewski/webcrawl-mcp — andyliszewski/webcrawl-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP andybrandt/mcp-simple-arxiv — Tool to work with arXiv, provide LLM with ability to search and read papers from there
  • MCP andrewschreiber/desktopinsights-mcp — MCP server for desktopinsights.com
  • MCP andreisirbu91-lab/MCPSpend — Real-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hosted
  • MCP andreas-roennestad/openhive-mcp — MCP server for OpenHive — search and contribute to a shared knowledge base of AI-discovered problem-solution pairs
  • MCP andrealufino/aapl-ads-mcp — MCP server for Apple Search Ads API v5 — read-only, self-hosted
  • MCP ananddtyagi/webpage-screenshot-mcp — An MCP that gives your agent the ability to snap a screenshot of webpages. Useful when you want your agent to check its progress during development.
  • MCP ananddtyagi/gif-creator-mcp — MCP that allows you to take your video and turn it into a gif.
  • MCP anaisbetts/mcp-youtube — A Model-Context Protocol Server for YouTube
  • MCP anaisbetts/mcp-installer — An MCP server that installs other MCP servers for you
  • MCP ammawla/encode-toolkit — MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments
  • MCP amineelkouhen/mcp-cockroachdb — The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.
  • MCP amidabuddha/unichat-mcp-server — 🐍/📇 ☁️ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
  • MCP ambar/simctl-mcp — 📇 🏠 🍎 A MCP server implementation for iOS Simulator control.
  • MCP Amazon Bedrock Nova Canvas — Model Context Procotol(MCP) server for using Amazon Bedrock Nova Canvas to generate images
  • MCP alvii147/piston-mcp — MCP server that allows LLMs to connect to and execute code using Piston
  • MCP altinoren/utopia — An MCP Server that simulates a set of smart home and lifestyle devices, allowing you to interact with them through AI agents.
  • MCP Alpic — Alpic: build, deploy, monitor and distribute your ChatGPT Apps and MCP servers
  • MCP alpadalar/netops-mcp — A comprehensive MCP server that provides access to essential DevOps and networking tools through a standardized interface.
  • MCP Alog/alog-mcp — Alog MCP Server - AI agent activity logger & monitor for Claude Code, Cursor, and other MCP clients
  • MCP alkemiai/alkemi-mcp — A STDIO Model Context Protocol Server that lets MCP Clients query databases using plain-english questions and query exposed API endpoints abstracting data products.
  • MCP allenporter/mcp-server-home-assistant — A Model Context Protocol Server for Home Assistant
  • MCP aliyun/alibabacloud-tablestore-mcp-server — ☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
  • MCP aliyun/alibaba-cloud-ops-mcp-server — AlibabaCloud CloudOps MCP Server
  • MCP alimuratkuslu/byok-observability-mcp — alimuratkuslu/byok-observability-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP alimo7amed93/webhook-tester-mcp — FastMCP server for managing and testing webhooks via webhook-test.com API
  • MCP alilxxey/openobserve-community-mcp — alilxxey/openobserve-community-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP AliKarami/MikroMCP — Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.
  • MCP AliceLJY/recallnest — One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools. Local-first, Lanc
  • MCP alibaizhanov/mengram — Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw i
  • MCP aliafsahnoudeh/wildfire-mcp-server — 🐍 ☁️ 🍎 🪟 🐧 - MCP server for detecting, monitoring, and analyzing potential wildfires globally using multiple data sources including NASA FIRMS, OpenWeatherMap, and Google Earth
  • MCP aliafsahnoudeh/shahnameh-mcp-server — ام سی پی سرور برای شاهنامه
  • MCP alfonsograziano/node-code-sandbox-mcp — A Node.js–based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.
  • MCP alexpota/cloudscope-mcp — Multi-cloud cost management MCP server (Azure + GCP). Read-only access to spending, anomalies, forecasts, budgets, and guided FinOps workflows. Ask your AI about your cloud bill.
  • MCP alexfleetcommander/agent-trust-stack-mcp — MCP server for Agent Trust Stack — cryptographic provenance and reputation scoring for autonomous AI agents. Install: pip install agent-trust-stack-mcp
  • MCP alexey-pelykh/lhremote — CLI and MCP server for LinkedHelper automation — let AI assistants control LinkedIn outreach
  • MCP alexei-led/aws-mcp-server — A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, a
  • MCP alexbakers/mcp-ipfs — 🪐 MCP IPFS Server
  • MCP alexanderzuev/supabase-mcp-server — Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and mu
  • MCP AlexanderLawson17/revettr-python — Python client SDK for Revettr counterparty risk scoring API
  • MCP alexanderclapp/clirank-mcp-server — MCP server for CLIRank - search, compare, and get docs for 420+ APIs ranked by AI-agent friendliness
  • MCP alex-gon/thegamecrafter-mcp-server — MCP server for The Game Crafter API — design, manage, and price tabletop games through Claude
  • MCP AletaIndex/aletaindex-fin-narratives — Financial narrative intelligence for AI agents — real-time narrative tracking, sentiment, and insights for US equities via MCP or REST API.
  • MCP AlekseiMarchenko/central-intelligence — Persistent memory for AI agents. Agents forget. CI remembers.
  • MCP alcylu/nightlife-mcp — The first nightlife discovery MCP server. Search events, venues, and performers in Tokyo and beyond.
  • MCP alchemy/alchemy-mcp-server — Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
  • MCP albertnahas/icogenie-mcp — MCP server for IcoGenie - Enable AI agents to generate SVG icons programmatically
  • MCP alberthild/shieldapi-mcp — MCP server for ShieldAPI — URL scanning, breach detection, domain/IP reputation as AI agent tools. Pay-per-request via x402.
  • MCP alanpcf/brasil-data-mcp — MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor and other MCP-compatible clients.
  • MCP aktsmm/skill-ninja-mcp-server — MCP Server for Agent Skill Ninja - Search, Install, and Manage Agent Skills
  • MCP akseyh/bear-mcp-server — MCP Server integration for Bear note app
  • MCP akramIOT/MCP_AI_SOC_Sher — AI SOC Security Threat analysis using MCP Server
  • MCP ajitpratap0/GoSQLX — High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free
  • MCP AIweather-Anurag/ottasia-mcp-server — OTTASIA MCP server — answer "where can I watch X in Y" for 30 Asian and Middle Eastern streaming markets, callable from Claude Desktop.
  • MCP Aiven-Open/mcp-aiven — Model Context Protocol server for Aiven
  • MCP aitytech/agentkits-memory — Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.
  • MCP airblackbox/air-blackbox-mcp — MCP server for AIR Blackbox. Expose audit, replay, scan, and compliance tools to any MCP-compatible agent or IDE.
  • MCP AIMLPM/markcrawl — Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.
  • MCP AIM-Intelligence/AIM-Guard-MCP — AIM MCP Server :: Guard and Protect your MCPs & AI Chatting
  • MCP ailenshen/apple-notes-mcp — Read and write Apple Notes, with Apple Notes native formatting support
  • MCP aikts/yandex-tracker-mcp — Yandex Tracker MCP Server with OAuth2 support
  • MCP aidesignblueprint/integrations — Official integrations and installable doctrine for AI Design Blueprint — MCP, IDE rules, prompt files, and agent runtimes.
  • MCP aidemd-mcp/server — MCP server that teaches any AI agent the AIDE spec methodology — progressive disclosure specs alongside code
  • MCP AIDC-AI/Pixelle-MCP — An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai
  • MCP AIDataNordic/Food-Recipe-MCP — A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse re
  • MCP AIDataNordic/alexandria-mcp — Semantic search over 4.6 million text chunks from 20,000 classical philosophy and humanities works. Built for AI agents using FastMCP.
  • MCP AiAgentKarl/solana-mcp-server — MCP-Server für Solana-Blockchain-Daten — Wallets, Token-Preise, DeFi-Yields, Sicherheitschecks
  • MCP AI-by-design/primitiv — The design system infrastructure keeping teams and agents in sync.
  • MCP ahujasid/blender-mcp — 🐍 - MCP server for working with Blender
  • MCP ahnlabio/bicscan-mcp — BICScan MCP Server
  • MCP ahmetsbilgin/finbrain-mcp — FinBrain MCP server: expose FinBrain datasets to AI agents (Claude, VSCode etc.) via SDK-first tools. Runs locally with each user's own FinBrain API key.
  • MCP Agnuxo1/benchclaw-integrations — BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.
  • MCP agrath/Trello-Desktop-MCP — Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comprehensive board, card, and list management
  • MCP agntor/mcp — 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and repu
  • MCP AgiMaulana/HuaweiAppGalleryMcp — AgiMaulana/HuaweiAppGalleryMcp — indexed from awesome-mcp-servers-punkpeye
  • MCP agentward-ai/agentward — Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.
  • MCP AgentTrust — Identity & Trust for A2A Agents — MCP server for AgentTrust — A2A communication, agent identity, HITL escalation, and prompt injection detection
  • MCP agentra — Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.
  • MCP AgentModule/mcp — Agent Module MCP Server — deterministic knowledge retrieval for autonomous agents
  • MCP agentmail-toolkit/mcp — 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
  • MCP agentlux/agentlux-mcp — Embedded MCP toolkit for AgentLux marketplace, identity, creator, services, and social flows
  • MCP Agentled/mcp-server — The automation engine built for AI agents. Workflows, memory, and 100+ integrations — one API key.
  • MCP AgenticRevolution/memory-nexus-cloud — 📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial.
  • MCP agenticmail/agenticmail — Email, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and place agent-driven outbound voice calls, all programmatically
  • MCP Agentic Terminal Directory — Agent commerce directory for OP-verified Lightning, BOLT12, L402, and USDT merchants
  • MCP agenticempire/axint — Apple-native execution layer for AI coding agents: compile, validate, repair, and prove Swift surfaces.
  • MCP agenticdecks/deckrun-mcp — MCP server for Deckrun — generate presentation PDFs, videos, and audio from Markdown
  • MCP Agentic Shelf — Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.
  • MCP Agentic News — AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
  • MCP agentic-mcp-tools/owlex — 🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds
  • MCP AgentHotspot — 🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace
  • MCP agentgraph-co/agentgraph — AgentGraph: Trust and identity layer for the agent internet
  • MCP AgentDM — AgentDM Grid API endpoint. Connect any MCP-compatible AI agent to send and receive direct messages. Supports OAuth 2.0 and API key authentication.
  • MCP AgentDM: Agent to Agent Communication Platform — Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.
  • MCP agentcentral-to/agent-central-mcp — agentcentral hosted Amazon MCP server, Amazon Seller Central MCP server, and Amazon Ads MCP server metadata for Claude, ChatGPT, Cursor, and HTTP-capable MCP clients
  • MCP AgentBase1/mcp-server — AgentBase MCP server — search and retrieve agent instruction files via MCP tools
  • MCP agent-infra/mcp-server-browser — The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
  • MCP agent-hanju/char-index-mcp — A Model Context Protocol server for character-level index-based string manipulation
  • MCP agent-blueprint/mcp-server — MCP server for Agent Blueprint — connect AI agents to your blueprints, business cases, and implementation plans
  • MCP Aganium/agenium — AGENIUM — DNS of the Agent Web. Identity, trust & discovery for AI agents. MCP-compatible. agent:// protocol with mTLS, trust scores & capability search.
  • MCP afshinator/mcp-server-pexels — MCP server for Pexels stock photos and videos.
  • MCP aeoess/mingle-mcp — Your AI finds the right people for you. Agent-to-agent networking via MCP.
  • MCP aegis-dq/aegis-dq — Open, audit-grade agentic data quality framework with portable industry packs
  • MCP AdWeave — Meta Ads MCP Server — Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.
  • MCP AdsMCP/tiktok-ads-mcp-server — TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration
  • MCP adrianczuczka/mason — Mason builds context for LLMs — smart file sampling, concept maps, and change impact analysis. MCP server + CLI.
  • MCP admin978/canvas-mcp — Local-first Canvas LMS MCP server. Stdio transport, ~125 lines of Python.
  • MCP admica/FileScopeMCP — Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codeba
  • MCP Adityaaery20/media-mcp — 🐍 🏠 🍎 🪟 🐧 - Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-ba
  • MCP adhikasp/mcp-twikit — A Model Context Protocol (MCP) server for interacting with Twitter.
  • MCP adhikasp/mcp-git-ingest — A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
  • MCP adeu — docx ↔ LLM translator. Projects .docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Python and Node.js implementations.
  • MCP adeptus-innovatio/solvitor-mcp — 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them.
  • MCP adawalli/nexus — MCP Server to make searching openrouter easy
  • MCP adancurusul/serial-mcp-server — A comprehensive MCP server for serial port communication
  • MCP AdAdvisor MCP Server — An AI autopilot for all your paid advertising. Today Meta. Next Google, TikTok, and Snap.
  • MCP adancurusul/embedded-debugger-mcp — A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
  • MCP achiya-automation/safari-mcp — Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with
  • MCP AceDataCloud/MCPShortURL — MCP server for short URL creation and management through Ace Data Cloud.
  • MCP AceDataCloud/MCPSeedream — MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.
  • MCP AceDataCloud/MCPNanoBanana — MCP server for Nano Banana AI image generation and editing via Ace Data Cloud.
  • MCP AceDataCloud/MCPFlux — MCP server for Flux AI image generation and editing via Ace Data Cloud.
  • MCP acamolese/google-search-console-mcp — MCP (Model Context Protocol) server for Google Search Console. Query GSC performance data and generate brandable HTML SEO audit reports from Claude, Cursor, Zed, and any MCP client
  • MCP Acacian/aegis — LLM guardrails & prompt injection detection for Python. Auto-instruments LangChain, CrewAI, OpenAI, LiteLLM + 8 more frameworks. PII masking, toxicity detection, policy CI/CD. One
  • MCP ac3xx/mcp-servers-kagi — A Model Context Protocol server implementation for Kagi's API
  • MCP abrinsmead/mindpilot-mcp — See through your agent's eyes. Visualize legacy code, architect new systems, understand everything.
  • MCP ABMeter — Feature flagging and A/B testing platform with AI-first experimentation workflows.
  • MCP abhiphile/fermat-mcp — 🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.
  • MCP abhineet34/linkedin-mcp-server — MCP server for LinkedIn — create posts, upload images, and manage company pages via Claude or any MCP client.
  • MCP Abhigyan-Shekhar/Waggle-mcp — MCP server for external memory layer for AI agents + more . Download from pypi , and get started
  • MCP abhiemj/manim-mcp-server — 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
  • MCP AbdelStark/nostr-mcp — A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
  • MCP AbdelStark/bitcoin-mcp — Bitcoin & Lightning Network MCP Server.
  • MCP aashari/mcp-server-atlassian-bitbucket — Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search)
  • MCP aashari/mcp-server-aws-sso — Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute
  • MCP Aas-ee/open-webSearch — Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.
  • MCP aarsiv-groups/shipi-mcp-server — 📇 ☁️ - Shipi MCP server to create shipments, track packages, and compare rates with 18 tools for various carriers. Supports [remote MCP](https://mcp.myshipi.com/api/mcp).
  • MCP AaronVick/ECHO_RIFT_MCP — 📇 ☁️ - MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switchboard, Arbiter). Makes EchoRift's agent infrastructure callable as MCP tools so any MCP clien
  • MCP aaronjmars/web3-research-mcp — Deep Research for crypto - free & fully local
  • MCP a2cr/a2cr — MCP server for client-encrypted AI agent handoffs with WorkBaton and WorkStash
  • MCP a-25/ios-mcp-code-quality-server — This server enables AI assistants to run Xcode tests, perform linter analysis, and provide detailed feedback on iOS projects through structured, actionable reports.
  • MCP 98lukehall/renoun-mcp — Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST
  • MCP 8randonpickart5/alderpost-mcp — 8randonpickart5/alderpost-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP 8enSmith/mcp-open-library — A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
  • MCP 8b-is/smart-tree — Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership
  • MCP 82ch/MCP-Dandan — MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection
  • MCP 6figr-com/jobgpt-mcp-server — MCP server for JobGPT — search jobs, auto-apply, generate resumes, and track applications from Claude, Cursor, Windsurf, and any MCP client
  • MCP 4everland/4everland-hosting-mcp — 🎖️ 📇 🏠 🍎 🐧 - An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and A
  • MCP 4dmrkey/cryptopolitan-mcp — Cryptopolitan MCP Server — Real-time crypto news, analysis, and price predictions for AI agents via Model Context Protocol
  • MCP 3KniGHtcZ/codebeamer-mcp — 3KniGHtcZ/codebeamer-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP 3aKHP/prts-mcp — MCP Server for Arknights PRTS Wiki and local game data
  • MCP 34892002/bilibili-mcp-js — Bilibili video search MCP (Model Context Protocol) service - 哔哩哔哩视频搜索MCP服务
  • MCP 2niuhe/qrcode_mcp — mcp tool to generate qrcode
  • MCP 2niuhe/plantuml_web — Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
  • MCP 21st-dev/Magic-MCP — It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic
  • MCP 20alexl/claude-engram — Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictio
  • MCP 1mcp/agent — A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
  • MCP 1luvc0d3/metabase-mcp — MCP server connecting Claude to Metabase for natural language data analysis, dashboard management, and SQL queries
  • MCP 13bm/GhidraMCP — Active Socket based MCP Server for Ghidra
  • MCP 123Ergo/unphurl-mcp — Domain intelligence MCP server for Claude Code, Cursor, and AI agents
  • MCP 1000ri-jp/atsurae — MCP Server for AI-powered video editing — Let Claude, GPT, or any AI agent edit videos through natural language
  • MCP 0xshellming/mcp-summarizer — MCP Server for AI Summarization
  • MCP 0xMassi/webclaw — Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
  • MCP 0xDegenMo/lighter-mcp — 0xDegenMo/lighter-mcp — indexed from awesome-mcp-servers-punkpeye
  • MCP 0x1abin/matter-controller-mcp — An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
  • MCP 0xdaef0f/job-searchoor — A simple MCP server that delivers you jobs based on your needs
  • MCP 06ketan/slideshot — Convert HTML slides to high-res PNG, WebP, and PDF — CLI, Web App, MCP Server
  • MCP 06ketan/substack-ops — Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.
  • Skills Warp — Ship faster with AI-powered terminal and coding agents.
  • Skills Unblocked MCP — Give your AI coding agents decision-grade context from your codebase, docs, PRs, and Slack. One MCP server. Works with Claude Code, Cursor, Windsurf, and Copilot.
  • Skills prompts.chat — Discover, collect, and share the best AI prompts for ChatGPT, Claude, Gemini, and more. Join the largest community of AI prompt engineers.
  • Skills Doc Co-Authoring Skill — Three-stage workflow for writing documentation and proposals that actually work for readers.
  • Skills CursorList — Manage and view .cursorrule files and SOPs
  • Skills coderabbit.ai — AI-first pull request reviewer with context-aware feedback, line-by-line code suggestions, and real-time chat.
  • Skills Claude API Skill — Auto-detects your language and guides you to the right Anthropic SDK patterns. Eight languages, no hallucinated APIs.
  • Skills Canvas Design Skill — Generate gallery-quality visual art as PDF or PNG from a concept brief. Text is sparse, composition is everything.
  • Skills Angular (Novo Elements) — 📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors
  • Skills Algorithmic Art Skill — Generate interactive generative art as self-contained HTML files. p5.js under the hood, no setup required.
  • Agents YouTube — [Discord](https://discord.com/invite/dXbRe5BHJC)
  • Agents YouTube demo — [Blog post](https://pub.towardsai.net/creating-a-mostly-autonomous-hr-assistant-with-chatgpt-and-langchains-agents-and-tools-1cdda0aa70ef)
  • Agents YCombinator profile — Build AI Support Agents in Minutes. Founded in 2023 by Valerie Li and Joel Ritossa, Duckie has 4 employees based in San Francisco, CA, USA. Duckie is hiring for 1 roles in sales.
  • Agents YCombinator — AI-Native Enterprise Codebase Maintenance. Founded in 2023 by , Second has 3 employees based in .
  • Agents Website — An LLM-powered autonomous agent platform Similar in spirit to AutoGPT and Baby AGI, but written in TypeScript. AI Legion is a framework for autonomous a...
  • Agents What are GPT Agents? A deep dive into the AI interface of the future — Learn why Agents are a core part of the future of AI, Logan Kilpatrick (OpenAI), Jul 25, 2023.
  • Agents Web — CAMEL-AI is an open-source community for finding the scaling laws of agents for data generation, world simulation, task automation.
  • Agents VSCode Extension — Extension for Visual Studio Code - An open-source AI debugging agent
  • Agents Underlying paper - Generative Agents — Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping t
  • Agents Twitter — [Linkedin](https://www.linkedin.com/company/adeptai/?utm_source=awesome-ai-agents)
  • Agents Roadmap — Give feedback to the Saga team so we can make more informed product decisions. Powered by Canny.
  • Agents Repo — bumpgen is an AI agent that upgrades npm packages
  • Agents Replit — BabyBeeAGI is a mod of OG BabyAGI - at ~300 lines of code (200 lines without comments, prints, and empty lines). This was built as a continued iteration on the original BabyAGI c
  • Agents Project demo — Discover amazing ML apps made by the community
  • Agents Profile of the company — Build and customise autonomous AI agents to support your employees and customers 24/7, including full integration with the Salesforce ecosystem.
  • Agents Playground — Kadoa
  • Agents Personalized Generative AI — Welcome To The Personalized Generative AI Workshop 2023! The growing significance of personalization in AI systems necessitates the use of user-specific data like profiles, histo
  • Agents Paper — Recommender systems are the cornerstone of today's information dissemination, yet a disconnect between offline metrics and online performance greatly hinders their development. A
  • Agents Meme — News and Hackathons for AI Engineers!
  • Agents LLMAgentPapers — Must-read Papers on LLM Agents.
  • Agents LLM Powered Autonomous Agents — Building agents with LLM (large language model) as its core controller is a cool concept. Several proof-of-concepts demos, such as AutoGPT, GPT-Engineer and BabyAGI, serve as ins
  • Agents LLM-Agents-Papers — A repo lists papers related to LLM based agent
  • Agents LinkedIn — Eidolon AI | 247 followers on LinkedIn. AI Agent Server for the Enterprise www.EidolonAI.com | Eidolon AI is the first AI Agent Server for the enterprise. An open source framewor
  • Agents Launch post — AI tools meant to augment – not replace – human insight. Now in private beta.
  • Agents Language Agents in the Digital World: Opportunities and Risks — Blog Post by Shunyu Yao and Karthik Narasimhan.
  • Agents Javascript version (being developed) — Multi-agent simulation Javascript framework
  • Agents Hugging Face — Discover amazing ML apps made by the community
  • Agents Hugging face datasets — Large Language Models, Cooperative AI, AI Society, Multi Agent Systems, Deep Learning, Artificial Intelligence, Natural Language Processing, Communicative AI
  • Agents HackerNews Discussion — HackerNews Discussion — indexed from awesome-ai-agents
  • Agents GitHub — Adala: Autonomous DAta (Labeling) Agent framework
  • Agents GitHub Repository — [Discord](https://discord.com/invite/wKds24jdAX/?utm_source=awesome-ai-agents)
  • Agents Founder's GitHub - Devin Stein — Founder's GitHub - Devin Stein — indexed from awesome-ai-agents
  • Agents Facebook — [Linkedin](https://www.linkedin.com/company/autogpt/?utm_source=awesome-ai-agents)
  • Agents Documentation — Adala Docs
  • Agents Docs — Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
  • Agents Docker Image — krohling/bondai - Docker Image
  • Agents Discord Invite — Discord is great for playing games and chilling with friends, or even building a worldwide community. Customize your own space to talk, play, and hang out.
  • Agents Demo — Hey there! In this video, I'm excited to share with you our latest project - a Multi-GPT AI assistant that can collaborate towards a common goal. We've built this assistant using
  • Agents Cursor Background Agent — Cloud-based async coding agent that clones your repo, works on a branch, and ships a PR while you keep coding.
  • Agents Creator Website — KUAFUAI - 北京跨赴科技有限公司
  • Agents Community — [Documentation](https://docs.github.com/en)
  • Agents Colab demo — Google Colab
  • Agents BondAI Homepage/Documentation — BondAI
  • Agents Bloop apps — bloop is a fast code search engine written in Rust.
  • Agents Blog post — Setting a new state of the art on the SWE-bench coding benchmark. Meet Devin, the world’s first fully autonomous AI software engineer.
  • Agents Blackbox AI Code Interpreter in terminal — Client Challenge
  • Agents awesome-llm-agents — A curated list of awesome LLM agents frameworks.
  • Agents Article — OthersideAI, the startup that created the generative AI writing extension, unveiled an experimental AI agent today that can browse the web and interact with websites much like a
  • Agents AilaFlow - AI Agents No-code Platform — Founder's X account: [b4rtaz](https://twitter.com/b4rtaz)
  • Agents AI Features — The power of AI to help creators build and grow their courses, communities, and coaching programs. Like having your own expert coach available instantly. AI that can create onlin

2026-05-17

92 entries shipped

  • Showcase Your Build Here — Demo entry. Submit your real build to be featured. We cross-link to every tool in your stack.
  • Showcase NZ Legal Command Center — Customer command center for a New Zealand law firm. The pattern, ported and proven on a real customer.
  • Showcase Help Genie Suite — Twelve-repo Help Genie ecosystem built and shipped almost entirely by Claude Code agents.
  • Showcase EDNA Command Center — Autonomous command center for a multi-product AI infrastructure company. Agents run, Sam directs.
  • Showcase AssetPro ARIA — Productised AI ops layer for an asset-management business. From customer brief to live deploy in two months.
  • Apps Sierra — Conversational AI for customer experience. The Bret Taylor and Clay Bavor bet on AI-led customer interactions.
  • Apps Replit — Cloud development environment with built-in AI agent. Write, deploy, and host apps from any browser.
  • Apps Perplexity — AI-powered answer engine with real-time web search and citations. Ask anything, get a sourced answer.
  • Apps Notion AI — AI built into Notion. Draft pages, summarise databases, answer questions across your whole workspace.
  • Apps Lindy — No-code AI agents for ops, sales, and support. The Zapier of the agent era, with built-in conversation.
  • Apps Krisp — AI noise cancellation, meeting transcription, and accent translation. The audio layer for the modern call.
  • Apps Hex — Collaborative analytics with AI. SQL, Python, and an agent that helps you explore data and ship dashboards.
  • Apps Granola — AI notepad for meetings. Take your own notes, Granola enhances them after the call with the audio context.
  • Apps Glean — Enterprise AI work assistant. Search, ask, and act across every internal app, with workplace identity baked in.
  • Apps Gamma — AI-native deck and document builder. Type a brief, get a polished presentation, doc, or webpage in a minute.
  • Apps Fireflies — AI meeting assistant. Records, transcribes, summarises, and pipes the output to your stack.
  • Apps Elicit — AI research assistant for academic and scientific literature. Find, summarise, and analyse papers at scale.
  • Apps ElevenLabs — AI voice generation, cloning, and conversational voice agents. The default voice layer for the AI ecosystem.
  • Apps Decagon — AI customer support agents for high-volume consumer brands. Resolves tickets end to end, hands off cleanly.
  • Apps Cursor — AI-first code editor with deep contextual understanding. Write, edit, and refactor code by talking to your editor.
  • Apps ChatGPT — General-purpose AI assistant for writing, coding, analysis, and conversation. The most widely deployed consumer AI product.
  • Apps Bardeen — AI agent automations for the browser. Builds workflows by watching, runs them on demand or on a schedule.
  • OSS Vercel AI SDK — The de facto TypeScript SDK for AI apps. Streaming, tools, multi-model, and now an agent loop.
  • OSS Trigger.dev — Background jobs and long-running tasks for AI apps. Write functions, get durability, observability, and retries.
  • OSS Temporal — Durable execution at enterprise scale. The control plane that survives anything.
  • OSS Semantic Kernel — Microsoft's enterprise-flavoured framework for AI agents. .NET-first, with Python and Java siblings.
  • OSS mem0 — Memory layer for AI apps. Personalisation, continuity, and recall as a service.
  • OSS Mastra — TypeScript-first agent framework. Workflows, agents, tools, memory, evals, in one consistent shape.
  • OSS LlamaIndex — The data framework for LLM apps. RAG, ingestion, structured extraction, agents over your data.
  • OSS Letta — Stateful agents with first-class memory. The continuation of MemGPT, productionised.
  • OSS Langfuse — Open-source LLM observability. Traces, evals, prompt management, all self-hostable.
  • OSS LangGraph — Graph-based orchestration for long-running, multi-step agents. The control plane LangChain always needed.
  • OSS Instructor — Structured output for LLMs via Pydantic. The cleanest answer to 'just give me a typed object back'.
  • OSS Inngest — Durable workflows for agents. Step functions, event-driven runs, retries, all without managing a queue.
  • OSS DSPy — Programming, not prompting. Declare what you want, compile prompts and weights against an objective.
  • OSS CrewAI — Role-based multi-agent framework. Define crews of agents with roles, goals, and tasks, run them as a team.
  • OSS BAML — A typed language for LLM functions. Define inputs, outputs, and prompts, get reliable structured output.
  • OSS AutoGen — Microsoft's framework for multi-agent conversations. Agents that talk to each other to solve hard problems.
  • MCP Supabase MCP Server — Official MCP server for Supabase. Let any MCP-compatible agent query, mutate, and migrate against your project.
  • MCP Stripe MCP Server — Official Stripe MCP. Customers, subscriptions, invoices, payment intents, products, all through an agent.
  • MCP Slack MCP Server — Reference MCP server for Slack. Read channels, post messages, search history, all through Claude or any MCP client.
  • MCP Sequential Thinking MCP Server — Reference MCP that gives an agent a structured 'think step by step' tool. Surprisingly effective on hard tasks.
  • MCP Sentry MCP Server — Official Sentry MCP. Pipe errors, performance issues, and releases to your agent so it can fix them.
  • MCP Puppeteer MCP Server — Reference Puppeteer-backed MCP. Give an agent a real browser when an API does not exist.
  • MCP Postgres MCP Server — Reference MCP server for Postgres. Read schema, run scoped queries, give agents structured DB access without a dashboard tab.
  • MCP Playwright MCP — Browser control as an MCP server. Click, type, screenshot, scrape, all from inside any MCP-aware agent.
  • MCP Obsidian MCP Server — MCP server for Obsidian vaults. Read, write, and search notes so your agent works inside your second brain.
  • MCP Notion MCP Server — Notion's official MCP server. Search pages, read content, create pages, update databases, all from any MCP client.
  • MCP Linear MCP Server — Official Linear MCP server. Issues, projects, cycles, comments, all exposed to your agent.
  • MCP GitHub MCP Server — GitHub's official MCP server. Issues, PRs, repos, search, releases, all under one MCP surface.
  • MCP Memory MCP Server — Reference MCP server for persistent agent memory using a local knowledge graph. The starter every memory-aware agent reaches for.
  • MCP Filesystem MCP Server — Reference MCP server for local filesystem access. The example everyone copies first.
  • MCP Brave Search MCP — MCP server that gives any agent privacy-respecting web search via the Brave Search API. The default research primitive.
  • MCP Cloudflare MCP Server — Official remote MCP servers from Cloudflare. Workers, R2, KV, DNS, Workers AI, all from your agent.
  • MCP Atlassian MCP Server — Official Atlassian MCP. Jira issues, Confluence pages, releases, sprints, exposed to your agent.
  • Skills XLSX Skill — Anthropic's reference skill for reading, writing, and reshaping Excel workbooks from a Claude agent.
  • Skills Webpage Info Skill — Official Anthropic skill that gives Claude a clean fetch and extract loop for any URL. The default starting point for web grounding.
  • Skills Slack Skill — Draft Slack messages and threads that match your channel norms. Reference skill from the Anthropic skills repo.
  • Skills Skill Creator Skill — Anthropic's meta-skill that helps Claude write better Claude skills. Bootstraps the skill-authoring loop.
  • Skills Security Review Skill — Anthropic's reference security-review skill. Walks a diff, flags real issues, ignores the noise.
  • Skills Deep Research Skill — Community-maintained deep-research skill for Claude. Plan, search, synthesize, cite. The discovery loop, packaged.
  • Skills PPTX Skill — Build and edit PowerPoint decks from Claude. Layouts, themes, charts, all from a prompt.
  • Skills PDF Skill — Read, extract, and generate PDFs from Claude. The Anthropic reference skill for the format every business actually uses.
  • Skills Internal Comms Skill — Anthropic's reference skill for drafting internal updates, status posts, and team announcements with a consistent voice.
  • Skills PDF Form Filler (Anthropic Skill) — Official Anthropic skill that turns Claude into a competent PDF form filler. Drop in, run, done.
  • Skills Mintlify Docs Skill — Build and maintain Mintlify documentation sites from Claude. Pages, navigation, components, API refs, all from prompts.
  • Skills DOCX Skill — Read, write, and edit Microsoft Word documents from Claude. Open-source reference skill in the Anthropic skills repo.
  • Skills Cursor Rules Starter Pack — Curated set of high-quality Cursor `.cursor/rules` files for every common stack. The de facto starter.
  • Skills Canva Skill — Vendor-shipped Claude skill for Canva. Generate, edit, and template designs through Claude with brand awareness.
  • Skills Brand Guidelines Skill — Teach Claude your brand voice, colours, typography, and forbidden phrases. Ships in the Anthropic skills repo.
  • Skills Artifacts Builder Skill — Reference Anthropic skill for producing high-quality Claude Artifacts: HTML, React, SVG, charts, dashboards.
  • Agents Windsurf — Codeium's IDE-with-an-agent. Cascade flow combines deep context with autonomous multi-file work.
  • Agents Vapi — Developer platform for voice agents. Build, deploy, and operate phone-first AI with code, in days not months.
  • Agents v0 by Vercel — Generative UI inside Next.js. Describe an interface, get production-quality React + Tailwind + shadcn components.
  • Agents Retell AI — Production-grade voice AI infrastructure. Sub-second latency, human-feeling turn-taking, batteries-included telephony.
  • Agents Replit Agent — Prompt to deployed app. Replit Agent scaffolds, runs, and hosts the thing without leaving the browser.
  • Agents OpenHands — Open-source autonomous coding agent platform. Spins up a sandboxed dev environment, ships PRs end to end.
  • Agents OpenAI Codex (CLI + cloud agent) — OpenAI's coding agent surface: terminal CLI for local work, cloud agent for parallel autonomous tasks.
  • Agents Manus — General-purpose autonomous agent. Give it a goal in natural language, watch it plan, browse, code, and ship.
  • Agents Lovable — AI app builder for non-engineers. Prompt your idea, get a running React app with Supabase wired in.
  • Agents Help Genie — AI voice agent that picks up the phone, qualifies the caller, books the meeting, and syncs to your CRM.
  • Agents GitHub Copilot — The original AI pair programmer, now with Agent Mode, Workspaces, and multi-model selection.
  • Agents Devin — The autonomous software engineer. Plan, write, test, and ship in a sandboxed cloud workstation.
  • Agents Cursor — The AI-first code editor. Tab to autocomplete, Composer to multi-file refactor, Agents for the long-running stuff.
  • Agents Continue — Open-source AI code assistant for VS Code and JetBrains. Customisable, BYO model, built for enterprise.
  • Agents Codeium — Free AI autocomplete and chat across 40+ IDEs. The volume player in AI coding assistants, now sibling to Windsurf.
  • Agents Browserbase — Headless browser infrastructure built for agents. Sessions, sandboxing, observability, all hosted.
  • Agents Cline — Open-source autonomous coding agent that lives inside VS Code. BYO model key, watch it work.
  • Agents Claude Code — Anthropic's terminal-native coding agent. Reads your repo, edits files, runs tests, ships PRs.
  • Agents Bolt.new — Full-stack app generation in the browser. Prompt, edit, run, and deploy without ever spinning up a local dev environment.
  • Agents Claude Computer Use — Claude takes the mouse and keyboard. A vision-based agent that controls a real desktop, not just a browser.
  • Agents Aider — Terminal-first AI pair programmer. Edits files in your repo, commits with sensible messages, runs your tests.

2025-01-28

5 entries shipped

  • MCP Stripe Agent Toolkit MCP Server — Expose Stripe's full payments and billing API as MCP tools — customers, charges, subscriptions, invoices, and refunds for any MCP-compatible agent.
  • MCP Obsidian MCP Server (MarkusMcNugen) — Expose an Obsidian vault as MCP resources and tools — read, write, search notes, and manage tags and links from any MCP-compatible agent.
  • MCP Linear MCP Server — Official Linear MCP server — expose Linear's project and issue tracking APIs as MCP tools for issues, projects, cycles, teams, and comments.
  • MCP Cloudflare MCP Server — Expose the full Cloudflare platform as MCP tools — Workers, KV, R2, D1, DNS, and Workers AI for any MCP-compatible agent.
  • MCP Brave Search MCP Server — Expose the Brave Search API as MCP tools — web search, local search, and summarization for any MCP-compatible agent.