FastMCP
by Various
🚀 The fast, Pythonic way to build MCP servers and clients.
MCP
FastMCP
Added 1 June 2026
Overview
FastMCP is a Python framework for building Model Context Protocol (MCP) servers and clients with minimal boilerplate. It provides decorators and utilities to define MCP tools, resources, and prompts in a straightforward, Pythonic style. Designed for rapid development of MCP integrations without verbose configuration.
Best for
Best for
Python developers building LLM integrations who want to expose tools and data sources via the Model Context Protocol without writing boilerplate.
Use cases
- Building MCP servers that expose Python functions as tools for Claude or other LLMs
- Creating MCP clients that connect to multiple servers and aggregate their capabilities
- Prototyping LLM integrations with custom data sources or business logic
How to use
Install
uv pip install fastmcp Tools exposed
@mcp.tool@mcp.resource@mcp.promptFastMCP client
Tested with
Claude Desktop, Cursor, Claude Code
Example client config
{
"mcpServers": {
"my-server": {
"command": "python",
"args": ["server.py"]
}
}
} Notes
FastMCP is a Python framework for building Model Context Protocol (MCP) servers and clients with minimal boilerplate. It provides decorators and utilities to define MCP tools, resources, and prompts in a straightforward, Pythonic style. Designed for rapid development of MCP integrations without verbose configuration.
25,425 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Use cases
- Building MCP servers that expose Python functions as tools for Claude or other LLMs
- Creating MCP clients that connect to multiple servers and aggregate their capabilities
- Prototyping LLM integrations with custom data sources or business logic
Pros
- Low boilerplate. Decorator-based API reduces setup friction compared to manual MCP implementation
- Python-native. Leverages familiar Python patterns and async/await for developers already in the ecosystem
- Active community. 25k+ stars indicates adoption and ongoing maintenance
Cons
- Python-only. Not suitable for teams or projects requiring other languages
- MCP specification dependency. Requires understanding of MCP protocol; not a general-purpose framework
- Maturity unknown. Early-stage tooling may have breaking changes or incomplete feature coverage
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Low boilerplate. Decorator-based API reduces setup friction compared to manual MCP implementation
- Python-native. Leverages familiar Python patterns and async/await for developers already in the ecosystem
- Active community. 25k+ stars indicates adoption and ongoing maintenance
Cons
- Python-only. Not suitable for teams or projects requiring other languages
- MCP specification dependency. Requires understanding of MCP protocol; not a general-purpose framework
- Maturity unknown. Early-stage tooling may have breaking changes or incomplete feature coverage
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Cline
Cline
Open-source autonomous coding agent that lives inside VS Code. BYO model key, watch it work.
Claude Code
Anthropic
Anthropic's terminal-native coding agent. Reads your repo, edits files, runs tests, ships PRs.
Continue
Continue.dev
Open-source AI code assistant for VS Code and JetBrains. Customisable, BYO model, built for enterprise.
Aider
Paul Gauthier
Terminal-first AI pair programmer. Edits files in your repo, commits with sensible messages, runs your tests.
andyWang1688/sql-query-mcp
Various
A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.
azeth-protocol/mcp-server
Various
MCP server for Azeth — smart accounts, payments, reputation, and discovery tools for AI agents
cantian-ai/bazi-mcp
Various
MCP server for Bazi (八字) information
Danielpeter-99/calcom-mcp
Various
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.
forgemeshlabs/coinopai-mcp
Various
MCP server for CoinOpAI - agent automation prompts and crypto signals via x402 micropayments on Base
gwbischof/free-will-mcp
Various
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.
hannesrudolph/imessage-query-fastmcp-mcp-server
Various
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,
isaac-levine/forage
Various
Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MCP tools automatically.
malamutemayhem/unclick-agent-native-endpoints
Various
The operating system for the AI-native era.
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
rafsilva85/credit-optimizer-v5
Various
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).
SimonTarara62/capitalcom-mcp-server
Various
Unofficial MCP server for the Capital.com Open API — safe, guarded LLM trading (two-phase, allowlists, demo-first) with FastMCP. 42 tools for market data, accounts & trading. Not a
twtrubiks/odoo19-mcp-server
Various
MCP Server for Odoo 19 using JSON-2 API, built with FastMCP
Vivekpatil200320/CyberRescue
Various
A secure, lightweight Model Context Protocol (MCP) host telemetry gateway built using Python, FastMCP, and python-on-whales.
0x1abin/matter-controller-mcp
Various
An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
0xdaef0f/job-searchoor
Various
A simple MCP server that delivers you jobs based on your needs
2niuhe/qrcode_mcp
Various
mcp tool to generate qrcode
6figr-com/jobgpt-mcp-server
Various
MCP server for JobGPT — search jobs, auto-apply, generate resumes, and track applications from Claude, Cursor, Windsurf, and any MCP client
8enSmith/mcp-open-library
Various
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.
aadilr/changethisfile-mcp
Various
MCP server for ChangeThisFile — free file conversion between 690+ formats (image, video, audio, document, data, font, ebook, archive). No auth required.
aarsiv-groups/shipi-mcp-server
Various
📇 ☁️ - 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).
acamolese/google-search-console-mcp
Various
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
AceDataCloud/MCPShortURL
Various
MCP server for short URL creation and management through Ace Data Cloud.
adhikasp/mcp-twikit
Various
A Model Context Protocol (MCP) server for interacting with Twitter.
admica/FileScopeMCP
Various
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codeba
Agentic Terminal Directory
ai.agenticterminal
Agent commerce directory for OP-verified Lightning, BOLT12, L402, and USDT merchants
Agentic Shelf
ai.agenticshelf
Hosted MCP for e-commerce: live product catalog, stock, and pricing for AI agents.
agentlux/agentlux-mcp
Various
Embedded MCP toolkit for AgentLux marketplace, identity, creator, services, and social flows
agentmail-toolkit/mcp
Various
🐍 💬 - 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.
agentra
ai.agentrapay
Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.
agntor/mcp
Various
📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and repu
agrath/Trello-Desktop-MCP
Various
Trello integration for Claude Desktop via Model Context Protocol (MCP) - 19 tools for comprehensive board, card, and list management
ahmedxuhri/bigindexer
Various
BGI tries to group code based on what the code actually does (its behavior), not just which file imports what.
AI-Directory-Partners/tooldirectory-mcp
Various
MCP server for the AI Tool Directory — search 2,000+ AI tools, compare them, and check whether a tool is still active, defunct, or acquired.
AIDataNordic/alexandria-mcp
Various
Semantic search over 4.6 million text chunks from 20,000 classical philosophy and humanities works. Built for AI agents using FastMCP.
AIDataNordic/Food-Recipe-MCP
Various
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
aidesignblueprint/integrations
Various
Official integrations and installable doctrine for AI Design Blueprint — MCP, IDE rules, prompt files, and agent runtimes.
AIOProductOS/studio-mcp
Various
AIOProductOS Studio — MCP server that turns your AI host into a product videographer: scripted recordings of your own web app (smooth cursor, zooms, captions, branded transitions)
AirShelf Catalog
ai.airshelf
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.
AIweather-Anurag/ottasia-mcp-server
Various
OTTASIA MCP server — answer "where can I watch X in Y" for 30 Asian and Middle Eastern streaming markets, callable from Claude Desktop.
alexfleetcommander/agent-trust-stack-mcp
Various
MCP server for Agent Trust Stack — cryptographic provenance and reputation scoring for autonomous AI agents. Install: pip install agent-trust-stack-mcp
alexpota/cloudscope-mcp
Various
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.
alexzavialov/travel-art-mcp
Various
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/
aliafsahnoudeh/shahnameh-mcp-server
Various
ام سی پی سرور برای شاهنامه
alimo7amed93/webhook-tester-mcp
Various
FastMCP server for managing and testing webhooks via webhook-test.com API
alpadalar/netops-mcp
Various
A comprehensive MCP server that provides access to essential DevOps and networking tools through a standardized interface.
anaisbetts/mcp-youtube
Various
A Model-Context Protocol Server for YouTube
ananddtyagi/gif-creator-mcp
Various
MCP that allows you to take your video and turn it into a gif.
andrewschreiber/desktopinsights-mcp
Various
MCP server for desktopinsights.com
ankitkapur1992-hlido/hlido-mcp
Various
Hlido MCP server — independent AI-agent trust scores, claim audits & comparisons over JSON-RPC. Live at hlido.eu/mcp
apify/mcp-server-rag-web-browser
Various
A MCP Server for the RAG Web Browser Actor
AppVisionOS/apple-search-ads-mcp
Various
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 — 74 typed tools
arcadia-finance/mcp-server
Various
MCP server for Arcadia Finance. Manage concentrated liquidity positions with built-in leverage, automated rebalancing, and yield optimization on Base, Optimism, and Unichain.
ArchAI-Labs/fastmcp-sonarqube-metrics
Various
Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.
archoor/painspotter-mcp
Various
Remote MCP for PainSpotter - AI-analyzed startup opportunities from Reddit, Hacker News, Product Hunt & Stack Exchange.
ariadng/metatrader-mcp-server
Various
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
ark-forge/arkforge-mcp
Various
Third-party cryptographic proof for AI agent API calls — ArkForge Trust Layer MCP server
ark-forge/mcp-eu-ai-act
Various
MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases
arnstarn/mcp-server-spotinst
Various
MCP server for Spot.io (Spotinst) API - Ocean clusters, VNGs, Elastigroups, costs, right-sizing across AWS and Azure
arthurpanhku/DocSentinel
Various
MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations
Arun-kc/schemabrain
Various
The trust and intelligence layer between AI agents and your database. Read-only by architecture, semantic knowledge graph + audit log, MCP-native.
ashev87/propstack-mcp
Various
Connect AI assistants (Claude, ChatGPT) to Propstack real estate CRM via MCP
askbudi/roundtable
Various
Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface
astafford8488/agentaegis-mcp
Various
MCP server for cybersecurity operations — compliance, vuln scans, code security, threat intel. Pay-per-use via x402.
astandrik/codex-pets
Various
astandrik/codex-pets — indexed from awesome-mcp-servers-punkpeye
atomno-labs/mcp-fns-check
Various
MCP server for checking RU counterparties via FNS open data (EGRUL/EGRIP, EFRSB, KAD, FSSP)
attalla1/photopea-mcp-server
Various
MCP server for AI-driven image editing with Photopea
Autario/autario-mcp
Various
Autario MCP server | Query 2,500+ verified datasets from your AI agent
AutomateLab-tech/content-distribution-mcp
Various
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
AutomateLab-tech/seo-performance-mcp
Various
Post-publish SEO performance MCP. Unifies Google Search Console, Matomo, GA4, Clarity, and AI-citation signals per URL and emits a per-URL verdict.
automateyournetwork/pyATS_MCP
Various
An MCP Server for pyATS (experimental)
avivsinai/langfuse-mcp
Various
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
axliupore/mcp-code-runner
Various
📇 🏠 - An MCP server for running code locally via Docker and supporting multiple programming languages.
ayo-nci/bulkrender-mcp
Various
MCP server for BulkRender — generate DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant
aywengo/kafka-schema-reg-mcp
Various
A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
azmartone67/dchub-mcp-server
Various
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
Battam1111/Myco
Various
Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.
beeswaxpat/chronoverify-mcp
Various
ChronoVerify MCP server: verify a photo's capture time and provenance (C2PA validation, EXIF/XMP, pixel forensics). Tools: verifyimage (typed verdict) and getsignedreport. Local vi
BelleKou/mcp-viral-transformer
Various
🚀 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。
BetterDB-inc/monitor
Various
Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis
Bichev/agentradar-mcp
Various
MCP server for AgentRadar — trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.
bitteprotocol/mcp
Various
📇 - Bitte Protocol integration to run AI Agents on several blockchains.
BlackMount-ai/blackmount-nlp-mcp
Various
NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.
bubilife1202/crossfin
Various
The only way AI agents access Asian crypto markets. Routing engine + x402 payments across 9 exchanges.
buildsyncinc/gibs-mcp
Various
Gibs MCP Server — EU regulatory compliance for AI agents (AI Act, GDPR, DORA)
burningion/video-editing-mcp
Various
MCP Interface for Video Jungle
cafferychen777/ChatSpatial
Various
MCP server for spatial transcriptomics analysis through natural language interfaces.
caol64/wenyan-mcp
Various
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。
carlosahumada89/govrider-mcp-server
Various
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
catfish-1234/sessionmem
Various
Local-first MCP memory layer for AI coding assistants — persistent cross-session memory, stored entirely on your machine
catrinmdonnelly/royalmail-mcp
Various
Book, label, track and cancel Royal Mail and Parcelforce shipments from any MCP-compatible AI.
cerebrixos-org/tuning-engines-cli
Various
CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories
cfpramod/open-museum-mcp
Various
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
chopmob-cloud/AlgoVoi-Platform-Adapters
Various
chopmob-cloud/AlgoVoi-Platform-Adapters — indexed from awesome-mcp-servers-punkpeye
Cifero74/mcp-apple-music
Various
Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists
CKBrennan/overtone-news-mcp
Various
MCP server for the Overtone Intelligence API — news with tone, brand safety, and narrative shift signals for agents
clouatre-labs/math-mcp-learning-server
Various
Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace
cmcgrabby-hue/syndicate-links
Various
cmcgrabby-hue/syndicate-links — indexed from awesome-mcp-servers-punkpeye
cnghockey/sats4ai-mcp-server
Various
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,
codeislaw101/katzilla
Various
codeislaw101/katzilla — indexed from awesome-mcp-servers-punkpeye
Coding-Solo/godot-mcp
Various
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
CoinRithm/coinrithm-agent-trading
Various
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.
Connectry-io/connectrylab-architect-cert-mcp
Various
Free certification prep for the Claude Certified Architect exam. 390 questions. Spaced repetition. Zero sycophancy.
connerlambden/helium-mcp
Various
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.
conorbronsdon/op3-mcp
Various
MCP server for OP3 podcast analytics: downloads, geography, app share. Read-only.
context-rot-detection
Various
Context Rot Detection & Healing MCP Service — gives AI agents self-awareness about their cognitive state
contextstream/mcp-server
Various
📇 ☁️ 🍎 🪟 🐧 - Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision tracking, and 60+ MCP tools. Works across Cursor
copperline-labs/rendex-mcp
Various
MCP server for Rendex — capture screenshots, generate PDFs, and render HTML to images of any webpage via AI agents. Claude, Cursor, Windsurf compatible.
cq27-dev/rag-rat
Various
Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.
cqtrinv/trinvmcp
Various
a MCP server for TRINV
cryptosquanch/legends-mcp
Various
Chat with legendary founders & investors via MCP. No API key required!
csjoblom/musclesworked-mcp
Various
MCP server for exercise-to-muscle mapping. 856 exercises, 65 muscles, 14 muscle groups with primary/secondary/stabilizer activation data.
cturkieh/france-data-mcp
Various
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
Custodia-Admin/pagebolt-mcp
Various
An MCP server to allow AI agents to interact with PageBolt to take screenshots, grab PDFs, and more.
cuttalo/depscope
Various
DepScope — Package Intelligence for AI Agents. 22 MCP tools, 19 ecosystems, free, no auth. https://depscope.dev
Cyberweasel777/botindex-mcp-server
Various
Cyberweasel777/botindex-mcp-server — indexed from awesome-mcp-servers-punkpeye
daisys-ai/daisys-mcp
Various
The Daisys mcp server
DanielTomaro13/sportsdata-mcp
Various
Free, open-source sports-data MCP server — ~500 tools across 28 providers: cross-book betting odds, official league stats, racing, fantasy. Claude Desktop / Cursor / any MCP client
Danielpeter-99/calcom-mcp
Various
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.
DareDev256/fcpxml-mcp-server
Various
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
darktw/chatpipe-mcp
Various
Publish live web pages from your AI coding agent — instant shareable URLs from your terminal.
davidlin2k/pox-mcp-server
Various
A Model Context Protocol (MCP) server for the POX SDN controller
davidmosiah/short-video-agent-kit
Various
Agent-first short-form AI video generation CLI and MCP server for Sora, Veo, xAI and Seedance
dbt-labs/dbt-mcp
Various
A MCP (Model Context Protocol) server for interacting with dbt.
ddukbg/github-enterprise-mcp
Various
github-enterprise-mcp
decksaga/market-pulse-mcp
Various
Real-time market data server for Claude. Crypto prices, forex rates & sentiment — powered by MCP.
Declan142/calcnook-mcp-server
Various
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.
deslay1/amendor-mcp
Various
Connect your coding agent to Amendor. Pulls change requests into your agent so it builds them and opens PRs.
devroopsaha744/TexMCP
Various
A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts
dhamma-seeker/tripitaka-mcp
Various
MCP server for the full Pāli Tipiṭaka — ~444,000 segments at parity with SuttaCentral (Sutta + Vinaya + Abhidhamma). Hybrid search, full-sutta fetch with cross-references, segment-
DIALLOUBE-RESEARCH/hypernatt-terminal
Various
BTC Decision Terminal for AI Agents — live vault-backed signals, on-chain proof, cross-chain swap. Verify in real time.
DigiCatalyst-Systems/dep-diff-mcp
Various
MCP server that reads dependency changelogs and tells you what's risky in an upgrade.
dkships/pm-copilot
Various
MCP server that triangulates customer support tickets and feature requests to help PMs decide what to build next
dl4rce/flaiwheel
Various
MCP Docs Vector - Documentation vectorization and search via MCP
dmang-dev/mcp-dolphin
Various
MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controllers, savestate, frame advance via Felk's Python-scripting Dolphin fork
docs-mcp
ac.tandem
Tandem is the authority layer for AI-first work: runtime authority for agents, tools, memory, approvals, and audit trails.
doobidoo/MCP-Context-Provider
Various
📇 🏠 - Static server that provides persistent tool-specific context and rules for AI models
dorukardahan/domain-search-mcp
Various
Zero-config domain availability MCP for Claude & ChatGPT. AI suggestions, premium/auction detection via GoDaddy, RDAP/WHOIS fallback. Stdio + HTTP.
douglasborthwick-crypto/mcp-server-insumer
Various
MCP server for InsumerAPI — condition-based access infrastructure. 27 tools: attestation, wallet trust profiles, compliance, commerce. ECDSA-signed booleans across 37 chains. Never
drakonkat/wizzy-mcp-tmdb
Various
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)
dugubuyan/agent-nexus
Various
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
Dusheh/myclaw-toolkit
Various
23-in-1 developer utility MCP server — search, exchange rates, crypto, QR codes, JSON formatter, and more
Easton-OU/rootpilot-mcp
Various
MCP server for safe, read-only SSH diagnostics — bring your own LLM
edgarriba/prolink
Various
🐍 ☁️ 🏠 🍎 🪟 🐧 - Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents
edge-claw/mood-booster-agent
Various
edge-claw/mood-booster-agent — indexed from awesome-mcp-servers-punkpeye
ekkyarmandi/ticktick-mcp
Various
TickTick MCP for managing your To-Do using AI
elhamid/llm-council
Various
LLM Council works together to answer your hardest questions
Embassy-of-the-Free-Mind/sourcelibrary-v2
Various
The world's largest library of translated ancient texts. AI-powered OCR and translation of Renaissance and early modern manuscripts.
emiliaprotocol/emilia-protocol
Various
EMILIA Protocol — Trust enforcement for high-risk actions. Open protocol for pre-action binding, policy-bound verification, one-time consumption, and accountable human signoff.
erikhoward/adls-mcp-server
Various
Microsoft Azure Data Lake Storage MCP Server
ertad-family/liquid
Various
AI discovers APIs. Code syncs data. No adapters to write.
espressif/esp-rainmaker-mcp
Various
ESP RainMaker MCP server
espadaw/Agent47
Various
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
Evan-Crx/permisapi-mcp
Various
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
ExpertVagabond/solana-mcp-server
Various
Solana MCP server for wallet management, transactions, and program interactions
Fluke-Studio/uk-business-intelligence-mcp
Various
Fluke-Studio/uk-business-intelligence-mcp — indexed from awesome-mcp-servers-punkpeye
FoodXDevelopment/foodblock-mcp
Various
A content-addressable protocol for universal food data
forgemeshlabs/disruption-intelligence-mcp
Various
AI-native commercial disruption intelligence for MCP clients and x402-powered agents.
forgemeshlabs/travel-mcp
Various
[](https://glama.ai/mcp/servers/forgemeshlabs/travel-mcp) 📇 ☁️ - Public travel search workflow MCP server for airport lookup, route comparison, timing guidance, and external booki
FoundryNet/mint-mcp
Various
MINT Protocol MCP server — the complete trust stack for the agent economy: register identity, attest work on-chain (Solana), verify trust, rate, recommend, and discover trusted act
FreelexHo/power-bi-mcp
Various
[](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
freema/firefox-devtools-mcp
Various
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
@frihet/mcp-server
Various
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
furey/mongodb-lens
Various
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
gabrielmahia/mpesa-mcp
Various
MCP server for M-Pesa (Safaricom Daraja) and Africa's Talking — give AI agents East African fintech superpowers
gabrielmaialva33/winx-code-agent
Various
🦀 A high-performance code agent written in Rust, combining the best features of WCGW for maximum efficiency and semantic capabilities.
GenWaveLLC/svgmaker-mcp
Various
Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamlessly integrate SVG creation into AI workflows.
gerkensm/callcenter.js-mcp
Various
Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI
getaegis/aegis
Various
Credential isolation for AI agents. Local-first transparent proxy — your agent never sees your API keys.
getnahook/nahook-mcp
Various
The official Model Context Protocol server for Nahook — trigger webhooks, inspect deliveries, and debug failures from Claude Desktop, Cursor, Cline, and any MCP-compatible AI clien
githejie/mcp-server-calculator
Various
A Model Context Protocol server for calculating.
giuseppe-coco/Google-Workspace-MCP-Server
Various
🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on.
GLips/Figma-Context-MCP
Various
MCP server to provide Figma layout information to AI coding agents like Cursor
goldmembrane/cleaner-code
Various
AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated co
gomarble-ai/facebook-ads-mcp-server
Various
🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
gregario/hearthstone-oracle
Various
Hearthstone MCP server with card search, deck analysis, and strategy coaching
gregm711/agent-domain-service-mcp
Various
📇 ☁️ - AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for branda
GTCC777/pulsenetwork-mcp
Various
MCP server for PulseNetwork — discover & pay (x402, USDC on Base + Solana) for 66 real-time intelligence APIs. 68 tools, pay-per-query.
guillochon/mlb-api-mcp
Various
A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.
guimatheus92/mcp-video-analyzer
Various
MCP server for video analysis — extracts transcripts, key frames, OCR text, and metadata from video URLs. Supports Loom and direct video files.
handsomejustin/mijia-control
Various
MijiaPilot - 小米-米家生态 × MCP × CLI x AI Agent × HomeKit 全桥接家庭智能家居平台。
hannesrudolph/imessage-query-fastmcp-mcp-server
Various
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,
hannesrudolph/sqlite-explorer-fastmcp-mcp-server
Various
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
hanselhansel/aeo-cli
Various
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.
HasanJahidul/git-insight-mcp
Various
Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.
HasanJahidul/localhost-mcp
Various
MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.
HasanJahidul/terminal-history-mcp
Various
Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.
helbertparanhos/postforme-mcp-pro
Various
The most complete Post for Me MCP server — 27 typed tools to publish, schedule, edit, delete and analyze social posts across 9 platforms (Instagram, TikTok, X, LinkedIn, YouTube, F
helpful-AIs/triplyfy-mcp
Various
📇 ☁️ - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights.
hernaninverso/eleata-verify-mcp
Various
MCP server: grounding/hallucination guard — verify a claim against evidence (Supported/Refuted/NEE) for AI agents
hernaninverso/eleion-scanner-mcp
Various
MCP server for the Eleion security scanner: register/verify your domains, queue scans, read findings — for AI agents
Himalayas-App/himalayas-mcp
Various
A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app.
horw/esp-mcp
Various
Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.
hubinoretros/deep-thinker
Various
Advanced cognitive reasoning MCP server — DAG thought graph, 10 strategies, metacognition, self-critique, knowledge integration, and pruning
human-pages-ai/humanpages
Various
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 &
hungthai1401/bruno-mcp
Various
MCP Server for running Bruno Collections
HuntsDesk/ve-gws
Various
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.
hyperionxmota/cook-county-property-mcp
Various
Hosted, pay-per-call MCP for Cook County / Chicago property records — dossier (parcels, sales & deeds, permits, tax assessments) + comparable-sales valuation by address or PIN. Ret
iFan6oy/flash-props-mcp
Various
MCP server for Flash Props API: live sports betting player props (NBA/MLB/NFL/NHL/NCAA/soccer) over REST + MCP. No scraping.
imprvhub/mcp-domain-availability
Various
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
imprvhub/mcp-status-observer
Various
Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.
incentivai/quickchat-ai-mcp
Various
The Quickchat AI MCP server
IndigoProtocol/indigo-mcp
Various
MCP for connecting LLMs to Indigo Protocol data
infai-tech/vulnfeed-mcp
Various
Dependency vulnerability monitoring MCP server — knows your lockfile, prioritizes by EPSS, recommends fix versions.
InhiblabCore/mcp-image-compression
Various
A high-performance image compression microservice based on MCP (Modal Context Protocol)
inkbytefo/screenmonitormcp
Various
🐍 🏠 🍎 🪟 🐧 - Real-time screen analysis, context-aware recording, and UI monitoring MCP server. Supports AI vision, event hooks, and multimodal agent workflows.
InsForge/insforge-mcp
Various
📇 ☁️ - 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
Inspizzz/jetbrains-datalore-mcp
Various
🐍 ☁️ - MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )
intentos-labs/beeper-mcp
Various
A backend service for executing beeper transactions on Binance Smart Chain
ip2location/mcp-ip2location-io
Various
IP Geolocation MCP server using IP2Location.io API
iris-eval/mcp-server
Various
The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets
isdaniel/mcp_weather_server
Various
A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.
jabbawocky/proposalcraft
Various
MCP server for freelancers — draft winning proposals in your voice from a client brief
jackrain19743/hou-tea-mcp-server
Various
MCP server for hou-tea.com — buy authentic Chinese tea via x402 USDC. Works with Claude Desktop, Cursor, Cline.
JamesANZ/bitcoin-mcp
Various
An MCP server that provides real-time Bitcoin blockchain data.
JamesANZ/evm-mcp
Various
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
JamesANZ/medical-mcp
Various
An MCP server that provides comprehensive medical information by querying multiple authoritative medical APIs including FDA, WHO, PubMed, Google Scholar, and RxNorm
jasonjmcghee/claude-debugs-for-you
Various
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
jeannier/homebrew-mcp
Various
Homebrew MCP : Comprehensive brew support for installing, upgrading, searching, and maintaining macOS packages.
JeongSeongMok/tossinvest-openapi-mcp
Various
토스증권 Open API(Toss Securities Open API)를 AI 에이전트가 쉽게 탐색·연동하도록 돕는 MCP 서버 (stdio). Claude·Cursor·Codex 지원.
jiayao/mcp-chess
Various
MCP server for playing chess against AI
jjlabsio/korea-stock-mcp
Various
MCP Server for Korean stock analysis. 한국 주식 분석을 위한 MCP 서버입니다.
Jktfe/serveMyAPI
Various
📇 🏠 🍎 - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
johannesbrandenburger/typst-mcp
Various
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
jorgenclaw/nostr-mcp-server
Various
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents
joshseane/-nmlp-mcp
Various
[](https://glama.ai/mcp/servers/joshseane/-nmlp-mcp) 📇 ☁️ - First-edition identification — points of issue, number-line decoding, and publisher rules over a CC-BY, DOI-cited datas
joshuarileydev/supabase-mcp-server
Various
Supabase MCP Server for managing and creating projects and organisations in Supabase
jsdelivr/globalping-mcp-server
Various
Remote MCP server that gives LLMs access to run network commands
jstibal/openterms-mcp
Various
MCP server that provides signed receipts before an agent takes an external action.
kadykov/mcp-openapi-schema-explorer
Various
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
karyaboyraz/mockit-mcp
Various
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.
kehvinbehvin/json-mcp-filter
Various
JSON MCP server to filter only relevant data for your LLM
kestra-io/mcp-server-python
Various
Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents
khaoss85/arvo-mcp
Various
MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data
kiro0x/five-mcp
Various
160,000 deductively-derived JSON constraints that enforce LLM persona consistency — eliminates persona drift across interactions.
Klavis-AI/YouTube
Various
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
KOVY/agentforge-trust-mcp
Various
MCP server exposing AgentForge Trust Score audit tools for AI agents
krystiangw/agenticpay
Various
MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402)
ksterx/srunx
Various
A modern Python library for SLURM workload manager integration with workflow orchestration capabilities.
kukapay/bitcoin-utxo-mcp
Various
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics.
kukapay/crypto-indicators-mcp
Various
An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
kukapay/crypto-orderbook-mcp
Various
An MCP server that analyzes order book depth and imbalance across major crypto exchanges.
kukapay/dexscreener-trending-mcp
Various
An MCP server that provides real-time trending tokens from DexScreener.
kukapay/etf-flow-mcp
Various
An MCP server that delivers crypto ETF flow data to power AI agents' decision-making.
kukapay/funding-rates-mcp
Various
An MCP server that provides real-time funding rate data across major crypto exchanges.
kukapay/jupiter-mcp
Various
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
kukapay/stargate-bridge-mcp
Various
An MCP server that enables cross-chain token transfers via the Stargate protocol.
kukapay/wallet-inspector-mcp
Various
An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
kukapay/web3-jobs-mcp
Various
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
KuvopLLC/purroxy2
Various
KuvopLLC/purroxy2 — indexed from awesome-mcp-servers-punkpeye
kw510/strava-mcp
Various
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
labeveryday/nba_mcp_server
Various
NBA MCP server to get nba stats and data
Leekangbum/networklytics-mcp
Various
Leekangbum/networklytics-mcp — indexed from awesome-mcp-servers-punkpeye
legolev/mediamcp
Various
🎨 MCP server for AI media generation — create and edit images, generate video via OpenRouter or any OpenAI-compatible API
leshchenko1979/fast-mcp-telegram
Various
MCP/HTTP Telegram Gateway — Multi-tenant, MTProto User API, 8 tools, multi-user Bearer auth, global search, session ACL, Docker
lespaceman/agent-web-interface
Various
Token-efficient browser automation MCP for AI agents, with semantic page snapshots and stable element IDs.
LightSpeedPlusOne/invovate-mcp-server
Various
MCP server for the Invovate invoice API — generate PDF, JSON & UBL 2.1 invoices in 11 languages from AI agents (Claude Desktop, Cursor, Windsurf).
lihtness/gnomon-mcp
Various
lihtness/gnomon-mcp — indexed from awesome-mcp-servers-punkpeye
likidodefi/riskstate-mcp
Various
📇 ☁️ 🍎 🪟 🐧 - Deterministic risk governance for crypto trading agents. 5-level policy engine with position sizing, leverage limits, and trade blocking. BTC + ETH.
lildaddyo/braintube-mcp
Various
[](https://glama.ai/mcp/servers/lildaddyo/braintube-mcp) 📇 ☁️ - Compiles saved YouTube videos, podcasts, articles, PDFs, and Notion/Obsidian notes into a persistent, semantically
linxule/lotus-wisdom-mcp
Various
Contemplative reasoning MCP server — Lotus Sutra wisdom framework with interactive ext-apps journey visualization.
lmwharton/sieve-mcp
Various
From company name to investment decision. Sieve scores startups across 7 dimensions so you know who's worth a meeting.
localstack/localstack-mcp-server
Various
MCP Server for LocalStack
Logitale/toreador-mcp-server
Various
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.
longevity-genie/biothings-mcp
Various
MCP (Model Context Protocol) server for biothings
longevity-genie/opengenes-mcp
Various
MCP for the open-genes
louis030195/apollo-io-mcp
Various
let AGI print dollars for you
lpigeon/unitree-go2-mcp-server
Various
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.
luisgf/infrabroker
Various
Infrastructure access broker for AI agents — SSH & Kubernetes. Per-operation ephemeral credentials minted by a separate signer; the model never touches one. MCP stdio / HTTP+OIDC.
macrocosm-os/macrocosmos-mcp
Various
The MCP for macrocosmos subnets.
mahAnuj/mcp-multi-db
Various
Read-only MCP server for querying PostgreSQL, MySQL, and SQLite from AI agents — multi-database, safe by default.
makeev/alphai-mcp
Various
Real-time, AI-enriched financial news for AI agents — the hosted AlphaAI MCP server (mcp.alphai.io)
mambalabsdev/mcp-company-firmographic-enricher
Various
MCP server for the Mamba Labs Company Firmographic Enricher actor: employees, industry, HQ, founded, revenue, logo from a domain. Clay-ready.
mambalabsdev/mcp-icp-fit-scorer
Various
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
MarceauSolutions/amazon-seller-mcp
Various
Amazon Seller Central operations via SP-API - MCP server for Claude Desktop
MarceauSolutions/fitness-influencer-mcp
Various
Fitness content creator workflow automation - MCP server for Claude Desktop
MariusAure/needhuman-mcp
Various
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.
Markgatcha/universal-mcp-toolkit
Various
The canonical open-source monorepo for production-ready MCP servers.
markmircea/Selenix-MCP-Server
Various
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
MarkusPfundstein/mcp-gsuite
Various
MCP Server to interact with Google Gsuite prodcuts
Martinqi826/dida-mcp
Various
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
Mattbusel/Reddit-Options-Trader-ROT-
Various
A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.
MattJeff/orizn-mcp-server
Various
MCP server for Orizn Visa API — visa requirements for 39,585 passport-destination pairs in 15 languages
maxaeo/maxaeo-ai-visibility-mcp
Various
Local-first MCP server for AI visibility audits: GEO/AEO, AI SEO, llms.txt, schema, sitemap and AI crawler readiness.
maxkuminov/obsidian-mcp
Various
Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRUD, OAuth, and a self-describing vault guide.
mbrassey/solentic
Various
mbrassey/solentic — indexed from awesome-mcp-servers-punkpeye
Fetch MCP Server
Anthropic (reference implementation)
Reference MCP server for fetching web pages and converting them to markdown. Point an agent at any URL.
Obsidian MCP Server
MarkusSagen (community)
MCP server for Obsidian vaults. Read, write, and search notes so your agent works inside your second brain.
mcpdotdirect/starknet-mcp-server
Various
MCP server that provides LLM with tools for interacting with Starknet
meanands/npm-package-docs-mcp
Various
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
megberts/mcp-websitepublisher-ai
Various
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.
mercurialsolo/counsel-mcp
Various
MCP server for counsel
mgnirck/lecka-mcp
Various
📇 ☁️ - Race nutrition planning for endurance athletes. Calculates carb, sodium and fluid targets for marathons, ultras, cycling and triathlons. Returns personalised Lecka product
mikechao/metmuseum-mcp
Various
Met Museum MCP integration to discover the art collection at The Metropolitan Museum of Art in New York
mikusnuz/pexbot-mcp
Various
MCP server for pex.bot — AI simulated crypto trading with real-time Upbit prices. 11 tools, 5 resources, 5 prompts.
MindscapeHQ/server-raygun
Various
Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you.
minhoyoo-iotrust/WAIaaS
Various
Wallet-as-a-Service for all AI agents in the world
mlorentedev/hive
Various
Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP
mmntm/weblate-mcp
Various
📇 ☁️ - Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discove
mnemox-ai/tradememory-protocol
Various
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
mnoomnoo/resume-mcp-server
Various
MCP server enabling AI assistants to search and retrieve information from local resume and job application documents
MohamedAbdallah-14/prompt-to-asset
Various
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.
moxiespirit/oathscore
Various
Every API makes promises. OathScore checks the receipts. Real-time world state + independent API quality ratings for AI trading agents.
mrexodia/ida-pro-mcp
Various
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
mrslbt/rippr
Various
YouTube transcript ripper for RAG, LLM workflows, and AI research. Chrome extension. Multiple output formats
mukul-dutt/mentionsapi-mcp
Various
MCP server for MentionsAPI - brand visibility across every AI search surface (ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode, Bing Copilot)
mumez/pharo-smalltalk-interop-mcp-server
Various
A local MCP server to communicate local Pharo Smalltalk image
musharna/data-aggregator-mcp
Various
Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, NCBI omics (GEO/SRA/BioProject), and literature (PubMed/OpenAIRE) behind one normalized mod
n24q02m/better-email-mcp
Various
IMAP/SMTP email server for AI agents -- 6 composite tools with multi-account and auto-discovery
namixai/funding-mcp
Various
[](https://glama.ai/mcp/servers/namixai/funding-mcp) 📇 ☁️ - Multi-venue perpetual funding-rate data & cross-exchange funding arbitrage across 20+ exchanges (incl. HIP-3 sub-DEXes)
narekmalk/safedb-mcp
Various
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs
NasserAlbusaidi/macrofactor-mcp
Various
Am I recovered? Did my fueling work? MCP server combining MacroFactor nutrition with Garmin training data — a local fueling & recovery decision engine.
nckhemanth0/subscription-tracker-mcp
Various
🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration.
Nebula-Block-Data/nebulablock-mcp-server
Various
📇 🏠 - integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
netdata/netdata#Netdata
Various
The fastest path to AI-powered full stack observability, even for lean teams.
NickoScope/nickol-knx-mcp
Various
Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter), repair (propose fixes), decompose devices (exact vendor models from ETS app-programs), d
nikicat/mcp-wallet-signer
Various
MCP server that routes blockchain transactions to browser wallets for signing
nkapila6/mcp-local-rag
Various
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
nvms/tui-mcp
Various
nvms/tui-mcp — indexed from awesome-mcp-servers-punkpeye
OctagonAI/octagon-mcp-server
Various
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
OctoTrip/rental-cars
Various
Free MCP server for rental car discovery. No login, no API key. Streamable HTTP + SSE.
ooples/token-optimizer-mcp
Various
Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
opendatalab/MinerU-Ecosystem
Various
opendatalab/MinerU-Ecosystem — indexed from awesome-mcp-servers-punkpeye
OpenDataMCP/OpenDataMCP
Various
Connect any Open Data to any LLM with Model Context Protocol.
openstack-kr/python-openstackmcp-server
Various
openstack mcp server
operative_sh/web-eval-agent
Various
An MCP server that autonomously evaluates web applications.
optimaquantum/claude-critical-rules-mcp
Various
MCP server for Claude AI providing automatic enforcement of critical rules - Prevents 96 documented failure patterns
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
orellazi/coda-mcp
Various
MCP Server for Coda
ovlabs/mcp-server-originalvoices
Various
MCP (Model Context Protocol) server that provides access to OriginalVoices' network Digital Twins for real-time audience research.
particlefuture/MCPDiscovery
Various
🐍 ☁️ 🏠 🍎 🪟 - MCP of MCPs. Automatic discovery and configure MCP servers on your local machine.
PatrickPalmer/MayaMCP
Various
Model Context Protocol (MCP) server implementation for Autodesk Maya
payclaw/mcp-server
Various
Badge identity + virtual Visa cards for AI agents. MCP-native.
Pearch-ai/mcp_pearch
Various
The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.
Perseus-Computing-LLC/perseus
Various
The memory & context layer for AI agents: load only the context they actually need. Resolves live workspace state into verified facts before the context window opens. 94% fewer pro
philrox/ris-mcp-ts
Various
MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more
pibblokto/cert-manager-mcp-server
Various
MCP Server for cert-manager
pineforge-4pass/pineforge-codegen-mcp
Various
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
plagtech/spraay-x402-mcp
Various
MCP server for Spraay x402 Gateway —33 paid tools for onchain data, AI models & batch payments on Base
pkotecha-eng/aria-mcp-server
Various
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
playidea-lab/pcq
Various
playidea-lab/pcq — indexed from awesome-mcp-servers-punkpeye
pminervini/deep-research-mcp
Various
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, Allen AI's DR-Tulu, and Hugging Face's Open Deep Research
PostalDataPI/postaldatapi-mcp
Various
MCP server for PostalDataPI — postal code lookups for AI agents
Pradumnasaraf/aviationstack-mcp
Various
An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types ✈️.
PrinceGabriel-lgtm/freshcontext-mcp
Various
Timestamped web intelligence for AI agents. MCP server with guaranteed freshness envelopes.
Prototypr/feedbagel-mcp
Various
MCP server for Feedbagel: search RSS feeds, follow them, and route new entries to webhooks. 18 tools, stdio, API-key auth.
pskill9/website-downloader
Various
MCP server to download entire websites
ptrinh/finalnotice-mcp
Various
[](https://glama.ai/mcp/servers/ptrinh/finalnotice-mcp) 📇 ☁️ - Generate localized debt-collection demand-letter PDFs (formal letter + matching envelope) across 100+ jurisdictions
pushtodisplay/cli
Various
cli & mcp-server package for Push To Display
qbt-labs/openmm-mcp
Various
MCP server giving AI agents real crypto trading capabilities. 13+ tools for market data, order execution, grid strategies, and portfolio management across 4 exchanges
qianniuspace/mcp-security-audit
Various
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
qinisolabs/floodwise
Various
England flood-risk by postcode for AI agents — verified Environment Agency data, not guesses.
qiniu/qiniu-mcp-server
Various
🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
qr-maker-io/mcp-server
Various
MCP server for QR Maker
r-huijts/ethics-check-mcp
Various
🐍 🏠 - MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learn
r-huijts/opentk-mcp
Various
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
rascal-3/chainanalyzer-mcp
Various
MCP Server for ChainAnalyzer(https://chain-analyzer.com)
reeeeemo/ancestry-mcp
Various
Ancestry MCP server made with Python that allows interactability with .ged (GEDCOM) files
reefapi/reefapi-mcp
Various
[](https://glama.ai/mcp/servers/reefapi/reefapi-mcp) 🐍 ☁️ - One MCP for 160+ live web-data APIs — search engines, social (Reddit, TikTok, Threads, Bluesky), e-commerce (Amazon, eB
Retio-ai/pagemap
Various
🐍 🏠 - 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
rhein1/agoragentic-integrations
Various
Triptych OS (Agent OS) integrations for deployed agents: execute-first tools, Micro ECF exports, x402 calls, receipts, and Base USDC settlement.
rnwkr7rscy-lang/fittin-mcp
Various
Free startup IP protection MCP for Cursor and Claude — know what's protectable before competitors copy it
robbyczgw-cla/web-search-plus-mcp
Various
MCP server for multi-provider web search and extraction: 13 search providers, 6 extract providers, routing diagnostics, research mode.
rosasynthesiz/flstudio-mcp
Various
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
rps321321/obsidian-mcp-pro
Various
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
rupinder2/mcp-orchestrator
Various
MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop
sailorpepe/undesirables-mcp-server
Various
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
SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop
Various
An MCP (Model Context Protocol) tool that provides cryptocurrency market data using the CoinGecko API, specifically designed for Claude Desktop.
SaintDoresh/Weather-MCP-ClaudeDesktop
Various
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
SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop
Various
An MCP (Model Context Protocol) tool that provides stock market data and trading capabilities using the yfinance library, specifically adapted for Claude Desktop.
salwks/mcp-techTrend
Various
salwks/mcp-techTrend — indexed from awesome-mcp-servers-punkpeye
samson-art/transcriptor-mcp
Various
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
samuelgursky/davinci-resolve-mcp
Various
MCP server integration for DaVinci Resolve Studio
sapientpants/sonarqube-mcp-server
Various
Model Context Protocol (MCP) server for SonarQube
saurabhsharma2u/search-console-mcp
Various
Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.
Savvly/savvly-mcp
Various
Savvly MCP server — product info, comparisons, eligibility, and retirement projections for AI agents. com.savvly/savvly on npm, PyPI, NuGet, OCI, MCPB + remote.
SecurityRonin/docx-mcp
Various
MCP server for reading and editing Word (.docx) documents with track changes, comments, footnotes, and structural validation
shaikhspeare/wanderlog-mcp
Various
MCP server for Wanderlog — build and edit trip itineraries through conversation
SimonTarara62/capitalcom-mcp-server
Various
Unofficial MCP server for the Capital.com Open API — safe, guarded LLM trading (two-phase, allowlists, demo-first) with FastMCP. 42 tools for market data, accounts & trading. Not a
sitbon/magg
Various
Magg: The MCP Aggregator
smythmyke/govtoolspro-mcp-server
Various
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
smythmyke/patent-search-mcp-server
Various
MCP server for the AI Patent Search Generator — patent dossiers, prosecution history, citation graphs, and Google Patents search
solnk-dev/solnk-mcp
Various
[](https://glama.ai/mcp/servers/solnk-dev/solnk-mcp) 🎖️ 📇 ☁️ - Official Solnk MCP server — publish and schedule content across 9 platforms (X, Instagram, TikTok, YouTube, Faceboo
sonnyflylock/voxie-ai-directory-mcp
Various
MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat.
sophymarine/openregistry
Various
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
Sowiedu/Edict
Various
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
speedofme-dev/speedofme-mcp
Various
📇 ☁️ 🍎 🪟 🐧 - Official SpeedOf.Me server for accurate internet speed tests via 129 global Fastly edge servers with analytics dashboard and local history
SPL-BGU/PlanningCopilot
Various
A modular chatbot that runs planning tools via natural language using MCP.
spranab/saga-mcp
Various
A Jira-like project tracker MCP server for AI agents. SQLite-backed, 22 tools, full hierarchy, activity logging, and dashboard.
stape-io/google-tag-manager-mcp-server
Various
MCP server for Google Tag Manager
stape-io/stape-mcp-server
Various
Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor.
Startvest-LLC/idealift-mcp-server
Various
IdeaLift MCP Server - Decision intelligence for AI assistants. Captures product feedback, tracks decisions, and manages your backlog via Model Context Protocol.
stevepridemore/graph-memory
Various
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.
STiFLeR7/memex
Various
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
summerstateofmind/cityparity
Various
Cost of living and quality of life comparison tool
sunriseapps/imagesorcery-mcp
Various
An MCP server providing tools for image processing operations
supra126/taiwan-payroll
Various
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)
SureScaleAI/openai-gpt-image-mcp
Various
📇 ☁️ - OpenAI GPT image generation/editing MCP server.
Swarmwage/swarmwage
Various
The agent hire protocol — one AI agent hires another in USDC on Base via MCP and x402.
Synvoya/codeinspectus
Various
Local-first MCP security scanner for AI-generated web apps.
szhygulin/recon-crypto-mcp
Various
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
szhygulin/vaultpilot-mcp
Various
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
taisly/agent
Various
Taisly Agent Kit: SDK, CLI, examples, and docs for AI agents that publish videos through Taisly.
TamarEngel/jira-github-mcp
Various
A Model Context Protocol (MCP) server exposing Jira and GitHub actions as AI tools to streamline developer workflows end-to-end.
tan-yong-sheng/ai-vision-mcp
Various
A Model Context Protocol (MCP) server that provides vision capabilities to analyze image and video
TANTIOPE/datadog-mcp-server
Various
MCP server providing AI assistants with full Datadog observability access.
taylorwilsdon/google_workspace_mcp
Various
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
tempguru-co/tempguru-mcp
Various
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.
TencentEdgeOne/edgeone-pages-mcp
Various
An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
tevonsb/homeassistant-mcp
Various
A MCP server for Home Assistant
TheGoatPsy/mneme
Various
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.
TheRaLabs/legion-mcp
Various
A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
thevibepreneur/gapbase-mcp
Various
Query 474 validated startup gaps from Claude Desktop, Cursor, and Windsurf.
Thezenmonster/agentscore-mcp-server
Various
MCP security trust layer. Scan packages, get trust verdicts, check incident exposure, query abuse database. 5 tools, no API key needed.
thinq-connect/thinqconnect-mcp
Various
ThinQ Connect MCP Server
thoughtproof/thoughtproof-mcp
Various
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
tinybirdco/mcp-tinybird
Various
🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client.
Tommertom/sonos-ts-mcp
Various
Sonos MCP server for Sonos using Typescript
tooluse-labs/perfetto-mcp-rs
Various
Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots
toolstem/toolstem-mcp-server
Various
Agent-ready financial intelligence MCP tools — stock snapshots, company metrics, derived signals
TopazLabs/topaz-mcp
Various
Topaz Labs MCP Server — AI image enhancement via Model Context Protocol
trackerfitness729-jpg/sitelauncher-mcp-server
Various
MCP server for deploying live HTTPS websites via SiteLauncher. Instant subdomains or custom .xyz domains, paid with USDC on Base chain.
trackmage/trackmage-mcp-server
Various
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
trading
agency.lona
AI-powered trading strategy development: backtesting, market data, and portfolio analysis
tunedforai/x402-mcp
Various
stdio MCP wrapper for x402.tunedfor.ai — camelCase tool names, zero config, works everywhere
Turbo-Puffin/measure-mcp-server
Various
MCP server for Measure.events — connect AI agents to your web analytics
turbyho/mem-context
Various
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
tverney/mcp-agent-memory
Various
MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠
TwelveTake-Studios/reaper-mcp
Various
🐍 🏠 🍎 🪟 🐧 - MCP server enabling AI assistants to control REAPER DAW for mixing, mastering, MIDI composition, and full music production with 129 tools
twtrubiks/odoo19-mcp-server
Various
MCP Server for Odoo 19 using JSON-2 API, built with FastMCP
uchit/mcp-regulated-ai-compliance
Various
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.
ukkit/memcord
Various
🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
unixlamadev-spec/aiprox-mcp
Various
MCP server for AIProx — discover, hire, and pay autonomous AI agents via Bitcoin Lightning, Solana USDC, or Base x402
untitledfinancial/dpx-mcp
Various
MCP server for DPX — AI intelligence oracle and institutional cross-border settlement rail via Base mainnet
urldna/mcp
Various
urlDNA MCP server
veelenga/claude-mermaid
Various
MCP Server to previewing mermaid diagrams with live reload
VeriTeknik/pluggedin-mcp-proxy
Various
Plugged.in MCP Server manages all your other MCPs in one MCP.
vessel-api/vesselapi-mcp
Various
Model Context Protocol server providing tools to access VesselAPI endpoints
victorlane/Flyan
Various
Unofficial Python SDK and MCP server for Ryanair flight search.
vikramgorla/mcp-swiss
Various
Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.
VikrantSingh01/adaptive-cards-mcp
Various
AI-powered Adaptive Card MCP server — 9 tools for generating, validating, optimizing cards for Teams, Outlook, Copilot, ChatGPT. npm: adaptive-cards-mcp
VirajMishra1/wander-agent
Various
Your AI's personal travel agent — 66 tools, zero API keys. Flights (incl. fares airlines hide), hotels, visas, weather, points & miles, via MCP.
Vivekpatil200320/CyberRescue
Various
A secure, lightweight Model Context Protocol (MCP) host telemetry gateway built using Python, FastMCP, and python-on-whales.
vornicx/Midas
Various
Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and repro
W3Ship/w3ship-mcp-server
Various
W3Ship/w3ship-mcp-server — indexed from awesome-mcp-servers-punkpeye
wd041216-bit/free-web-search-ultimate
Various
Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.
wenb1n-dev/SmartDB_MCP
Various
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
wenb1n-dev/mysql_mcp_server_pro
Various
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
wenhuwang/mcp-k8s-eye
Various
MCP Server for kubernetes management and diagnose your cluster and applications
Whatsonyourmind/oraclaw
Various
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
whdrnr2583-cmd/koreanpulse
Various
English-first Korean equity intelligence MCP — DART filings, foreign-holder 5%-rule flows, activist filings, KRX news. For Claude Desktop / Cursor / FastMCP trading agents.
whdrnr2583-cmd/token-meter
Various
whdrnr2583-cmd/token-meter — indexed from awesome-mcp-servers-punkpeye
whw23/searxng-http-mcp
Various
A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required.
wisflux/docmost-local-mcp
Various
MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claude, Cursor & VS Code
wn01011/llm-token-tracker
Various
Token usage tracker for OpenAI and Claude APIs with MCP support. Pass accurate API costs to your users.
wkoverfield/quilt
Various
Tracks which agent wrote which lines when multiple AI agents share one Git checkout.
Wolfe-Jam/faf-mcp
Various
Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 25 tools
wonderwhy-er/DesktopCommanderMCP
Various
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Wopee-io/wopee-mcp
Various
Wopee-io/wopee-mcp — indexed from awesome-mcp-servers-punkpeye
workopia/workopia-mcp
Various
Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.
wso2/fhir-mcp-server
Various
FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
writerslogic/scrivener-mcp
Various
The definitive MCP server for Scrivener. Connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and other AI assistants. 60+ tools for document management, writing a
Wuye-AI/mcp-server-wuye-ai
Various
CRIC物业AI MCP Server
xing5/mcp-google-sheets
Various
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
XJTLUmedia/Context-First-MCP
Various
📇 ☁️ 🏠 🍎 🪟 🐧 - Session memory, context health monitoring, reasoning quality, and truthfulness verification MCP server with 37 tools and tiered memory storage. `npx -y context-
xspadex/bilibili-mcp
Various
📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
xzq.xu/jvm-mcp-server
Various
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
ycs77/apifable
Various
MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.
yli769227-jpg/ashare-mcp
Various
MCP server for Chinese A-share financial statements. 把 A 股财报变成 LLM 可调的工具。
Younghef/nutriref-api
Various
Pay-per-call USDA nutrition API for AI agents. x402 + USDC on Base.
ysalitrynskyi/opn-mcp
Various
MCP server for opn.onl — shorten links, read analytics & manage links from AI assistants. Works with the hosted service or your self-hosted instance.
YuChenSSR/multi-ai-advisor
Various
council of models for decision
yusong652/pfc-mcp
Various
MCP server connecting AI agents to ITASCA PFC — run DEM simulations through natural conversation
yuvalsuede/agent-media
Various
📇 ☁️ 🍎 🪟 🐧 - 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
yyyhy/nash-arena
Various
Chess and Card Game Arena For LLM
zackpeters93/ugs-mcp
Various
MCP server for controlling CNC machines via Universal GCode Sender
zhsama/duckduckgo-mcp-server
Various
📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
zueai/mcp-manager
Various
simple web ui to manage mcp (model context protocol) servers in the claude app
zw008/VMware-Storage
Various
VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.
zyx77550/sparda
Various
Turn any Express/FastAPI app into an MCP server, in one command.
1mcp/agent
Various
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
2niuhe/plantuml_web
Various
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
9hannahnine-jpg/arc-gate-mcp
Various
Runtime governance for MCP tool calls — Arc Gate for the MCP protocol layer
agentward-ai/agentward
Various
Open-source permission control plane for AI agents. Scan, enforce, and audit every tool call.
AgiMaulana/HuaweiAppGalleryMcp
Various
AgiMaulana/HuaweiAppGalleryMcp — indexed from awesome-mcp-servers-punkpeye
Alpic
ai.alpic.mcp
Alpic: build, deploy, monitor and distribute your ChatGPT Apps and MCP servers
aparajithn/agent-utils-mcp
Various
aparajithn/agent-utils-mcp — indexed from awesome-mcp-servers-punkpeye
behrensd/mcp-firewall
Various
Deterministic security proxy for MCP tool calls — iptables for MCP
bobbyrgoldsmith/quarterback
Various
Strategic task prioritization and agent orchestration for multi-project operators
chrishayuk/mcp-cli
Various
🐍 🏠 - Yet another CLI tool for testing MCP servers
danieldoderlein/llm-bus
Various
Open-source coordination engine for AI agents, over MCP. Atomic claims, shared ledger, leases, presence, handoffs, tasks. Self-host it or use the hosted service at llm-bus.com.
Data-Everything/mcp-server-templates
Various
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
duaraghav8/MCPJungle
Various
One place to manage & connect to all your MCP servers
ekas-io/open-sales-stack
Various
MCP and tools for various tasks related to ekas
evalstate/mcp-hfspace
Various
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
flytohub/flyto-core
Various
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
glenngillen/mcpmcp-server
Various
Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.
hostodo/hostodo-mcp
Various
Registry metadata for the hosted Hostodo MCP server
JamesANZ/cross-llm-mcp
Various
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.
johnanleitner1-Coder/lastminutedeals-api
Various
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.
Jovancoding/Network-AI
Various
Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks
KryptosAI/mcp-observatory
Various
An MCP server that tests your MCP servers for breaking changes
lamemind/mcp-server-multiverse
Various
A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
merterbak/Grok-MCP
Various
MCP server for xAI's Grok API with agentic tool calling, image and video generation, vision, and file support.
MikkoParkkola/mcp-gateway
Various
Universal MCP Gateway - Single-port multiplexing with Meta-MCP for ~95% context token savings
Model Context Protocol (MCP) Quickstart
Various
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
mzxrai/mcp-openai
Various
Chat with OpenAI models from Claude Desktop
n8daniels/RulesetMCP
Various
Weight-On-Wheels for AI: MCP server that keeps every agent grounded in your project's rules
NazarKalytiuk/tarn
Various
CLI-first API testing tool. YAML-defined tests, structured JSON output, built for AI-assisted workflows.
nonameuserd/paybond-kit
Various
TypeScript SDK for agent spend governance around paid tool calls across MCP, LangGraph, OpenAI, Claude, and Gemini: spend authorization, evidence receipts, refunds, disputes, and s
pydantic/pydantic-ai/mcp-run-python
Various
AI Agent Framework, the Pydantic way
Rendeverance/toolfunnel
Various
Zero-dependency MCP gateway - attach, filter, gate, and observe local tools and MCP servers through one funnel. Create your own MCP servers with zero code!
rinadelph/Agent-MCP
Various
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
rsdouglas/janee
Various
Secrets management for AI agents via MCP • @janeesecure
sapph1re/mcp-billing-gateway-sdk
Various
Client SDK and docs for MCP Billing Gateway — add Stripe + x402 billing to any MCP server
ShinyDapps/l402-kit
Various
The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Python. Lightning Network L402 protocol.
spranab/brainstorm-mcp
Various
MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)
strato-space/media-gen-mcp
Various
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
TheLunarCompany/lunar#mcpx
Various
lunar.dev: Agent native MCP Gateway for governance and security
tjclaude88/mcp-bling
Various
Give your bot an identity!
Tool Definition Quality Score (TDQS)
Various
An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).
VoxellInc/forge-mcp
Various
[](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
willianpinho/mcp-gateway-scan
Various
[](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
wong2/mcp-cli
Various
A CLI inspector for the Model Context Protocol
ws-mcp
Various
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
yincongcyincong/VictoriaMetrics-mcp-server
Various
MCP Server for the VictoriaMetrics.
0xDegenMo/lighter-mcp
Various
0xDegenMo/lighter-mcp — indexed from awesome-mcp-servers-punkpeye
Epistates/TurboMCP
Various
A full featured, enterprise grade rust MCP SDK
kioie/tiny-go-mcp-server
Various
Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompts; struct-derived JSON Schema; ~5MB static binaries.
NavinAgrawal/mcp-broker
Various
Local MCP broker that exposes one compact MCP entry for MCP clients while routing to many configured upstream servers.
Octodamus/octodamus-core
Various
Octodamus/octodamus-core — indexed from awesome-mcp-servers-punkpeye
pathrule/mcp
Various
Pathrule Remote MCP server
peturgeorgievv-factory/postfast-mcp
Various
peturgeorgievv-factory/postfast-mcp — indexed from awesome-mcp-servers-punkpeye
profullstack/mcp-server
Various
A generic, modular server for implementing the Model Context Protocol (MCP).
prompeteer/prompeteer-mcp
Various
Prompeteer.ai MCP
vinkius-labs/mcp-fusion
Various
MCP Fusion - The TypeScript framework for secure MCP servers.
wegotdocs/open-mcp
Various
📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
zhangpanda/gomcp
Various
The fast, idiomatic way to build MCP servers in Go. Gin-like DX with struct-tag auto schema, middleware, adapters for Gin/OpenAPI/gRPC.
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.