What landed
New tools, newest first
Recent additions across models, MCP servers, skills, agents, open source and apps, grouped by the day they were added.
18 October 2026 (110)
allxsmith/bestax
Various
A fully-typed React component library for the Bulma CSS framework. Build modern UIs quickly with reusable, accessible, and customizable Bulma-based React components.
Best for: TypeScript developers building Bulma-based React interfaces
ashishsinha1602/schemagate
Various
Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL
Best for: Teams building secure text-to-SQL agents on existing relational databases.
beepboop2025/financial-evidence-skills
Various
Free MCP and Python research tools for AI finance and trading agents: funding, bank risk and liquidity evidence, persistent sessions and source-status streams.
Best for: Developers building AI finance and trading agents who need free evidence-gathering tools.
bugiiiii11/rein
Various
Spend limits for AI agents that pay with x402: every paywall is policy-checked (per-call caps, budgets, human appr
Best for: Developers building AI agents that need controlled spending on x402 paywalls
congzhou09/chrome-dev-mcp
Various
An MCP server for Chrome runtime debugging
Alternative to Agent Infra Mcp Server Browser, Lightpanda Io Browser, Browsermcp Mcp +1 more
Best for: Developers experimenting with MCP-based browser debugging in early-stage projects
dangamsoft/cafe-mcp
Various
Korean Saju (Four Pillars) MCP server for Claude, ChatGPT, and AI agents
Best for: Developers experimenting with Korean Saju features in MCP-based AI workflows
EdelmarSchneider/permark
Various
🔖 Read what your AI writes. Write what it reads. A free, open-source Markdown app for Windows, macOS and Linux: open any .md as a clean page, keep notes that save themselves, and
Best for: Developers who want a lightweight Markdown reader and note tool for reviewing AI agent output.
emirmrkaljevic/usb-rea
Various
Reverse Engineer any USB gadget: capture vendor-app traffic, infer the protocol with evidence, generate an open Python/libusb driver. CLI + MCP server.
Best for: Developers reverse engineering proprietary USB devices
GautamTalksDev/mcp-pin
Various
Tool-integrity pinning for MCP. Pin what your agent approved; block it when it changes.
geml-spec/geml
Various
One format, two readers. People and AI agents now co-write the same document. Legible for people; addressable, verifiable, and versioned for machines. GEML is plain text — organize
Best for: Teams building human-AI collaborative document workflows
getremcp/remcp
Various
Remote MCP access to computers you explicitly pair — files, terminal, desktop UI, browser automation, diagnostics, and documents.
jtauschl/openproject-ce-mcp
Various
MCP server for OpenProject Community Edition: projects, work packages, time tracking, meetings, wiki and more as preview-first tools for AI agents such as Claude Code, Codex and Gi
Best for: Teams using OpenProject CE who want AI agents to read project data.
kranz-org/kranz
Various
Keyboard-first local service orchestrator with a focused terminal UI
Best for: Terminal-centric developers managing multiple local services
mambalabsdev/mcp-email-waterfall-orchestrator
Various
Finds and verifies a work email for each contact across your own provider keys, and returns r
MoonEyes/google-ecommerce-mcp
Various
MCP server for online shops and agencies: GA4, Search Console, Merchant Center, Tag Manager, Google Ads, Meta Ads, ChatGPT Ads. Multi-client, read-only by default, controlled write
Best for: Developers building MCP integrations for ecommerce analytics and ad platforms.
nrupala/codetopo
Various
See your codebase the way an agent sees it. Rust code-graph engine: index any repo, query descendants, blast radius, paths. CLI, HTTP API, and MCP server.
Best for: Developers building agent tooling that needs codebase graph queries
openreadout/openreadout
Various
OpenReadout is an open-source reader purpose-built for AI agents to work with raw lab-instrument files. Open-source, single binary, no vendor software required.
openvancamp/openvan-camp-public-api
Various
Free no-auth API + MCP server for vanlife & RV travel: fuel prices (160+ countries), visa rules, weather scores, food cost index, license plates, currency, events, news. SDK, OpenA
Best for: Developers building vanlife or RV travel tools who need free, open travel data.
OptimNow/cloud-finops-skills
Various
Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocat
Best for: AI agent builders who want FinOps-aligned cost knowledge embedded in their tools
oschwald/maxminddb-mcp
Various
A powerful Model Context Protocol (MCP) server that provides comprehensive geolocation and network intelligence through MaxMindDB files
Best for: Developers building MCP-based tools that need IP geolocation
Paraphern/rugsnare
Various
Pin MCP tool contracts, catch silent drift. Field audit of the npm MCP top: 218 silent contract changes (Microsoft, Google, Hostinger included) - receipts and weekly CI watch insid
Best for: Developers building on MCP who need to guard against silent contract drift
patrickchugh/terravision
Various
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Az
Best for: Developers who need bidirectional workflows between Terraform and cloud architecture diagrams
PRIDA-TAKON/debim
Various
A minimal, Git-native, declarative BIM engine (Building-as-Code) designed for AI agents and humans.
puffo-ai/huddo-mcp
Various
MCP server for Huddo: a group chat where people and AI agents talk in the same room
Best for: Developers prototyping AI agents that join human group chats through MCP
TwitterAPIs/twitterapis-mcp
Various
Official MCP server for twitterapis.com: the Twitter/X API as native tools for Claude, Cursor, Windsurf, and any MCP client.
Best for: Developers using MCP clients who need Twitter/X API access through a third-party service
vrijsinghani/Artifactsmith
Various
Open source MCP server that turns AI agent output into web pages, PDFs, Word docs and spreadsheets you can share and revoke, on your own server.
Best for: Developers who want self-hosted, revocable sharing of AI-generated documents
WatermelonBros/reado
Various
Inverted code review: a read-first IDE where you comment on the lines that matter and your coding agent (Claude Code, Codex, Cursor, Copilot) resolves them. Free and open source.
Best for: Developers who want to review code by commenting and delegate fixes to an agent.
yaniswav/TopicForge
Various
Read-only MCP server for ROS2 and DDS robotics. Let an AI agent inspect topics, DDS participants, QoS mismatches and rosbags. No write path by architecture: it can never command yo
Best for: Developers debugging ROS2/DDS systems with AI agents
baseledgerip/realrun-mcp
Various
MCP server for RealRun: independent AI model test results on everyday tasks
coffeecoproject/layermap
Various
LayerMap MCP: a layered map of your codebase for coding agents: callers, callees and the impact of a change, for TypeScript, JavaScript, Go, Python and Java. MCP server, CLI, and p
Best for: Developers using coding agents who need quick call graph context
darksider4all/leadgen-mcp
Various
Remote MCP server for Romanian company data (ONRC 4.2M firms, ANAF, financial statements). Free key, 25 lookups/day.
Best for: Developers building lead generation tools for the Romanian market.
DasDigitaleMomentum/searxNcrawl
Various
Open-source MCP server that gives AI agents web search (SearXNG) and clean Markdown crawling of pages, whole sites and logged-in areas. Self-hosted, no API key. Firecrawl-compatibl
Alternative to Firecrawl Firecrawl Mcp Server
Best for: Developers who want a self-hosted, keyless search and crawl MCP server for AI agents
dexio-wiki/dexio
Various
One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.
Best for: Developers who want a simple, self-hosted wiki that agents can read and write via MCP.
docsor1212/aesthete-agent
Various
Mechanically validated frontend aesthetics for AI agents: 89-palette evidence library, OKLCH generation, WCAG/APCA contrast, color-blind-safe data colors, AI-slop detection, theme
Best for: AI agents that need to produce accessible, non-generic frontend designs
govcontractscout/govcontractscout-mcp
Various
MCP server exposing GovContractScout's US government contracts API (contracts, NAICS, match, states) to AI agents
Best for: Developers building AI agents that need US federal contract data
HiAi-gg/docsmint
Various
Open-source knowledge base for people and AI agents. Rich-text editing, hybrid search, GraphRAG, and MCP. Self-host with Docker or use DocsMint Cloud.
Best for: Teams that want an open-source, self-hosted knowledge base with AI agent connectivity
IGELHARINE/CDPM
Various
MCP server that lets many Claude Code sessions and subagents share numbered, logged-in Chrome instances over CDP
Best for: Claude Code users who need shared, stateful browser automation across multiple agents or subagents.
inamprotocol/inam-protocol
Various
Verify before your agent pays: x402 payments only reach agents whose wallet and countersigned work history check out. Open receipts + reputation for AI agents.
sachinbkale27/label-image-mcp
Various
MCP server and LangGraph agent for the Image Label annotation app (labels.sachin-kale.com)
Best for: Developers who use the Image Label app and want to integrate it with MCP-based AI agents
sadayamuthu/mergelock
Various
Catch merge conflicts git can't see between parallel AI agent branches: changed signatures vs new callers, deleted symbols still in use. TS/JS/Python. CLI + MCP server.
Best for: Teams running parallel AI agent branches on TypeScript, JavaScript, or Python codebases
skymanbp/CodeEraser
Various
An eraser against LLM-induced code & document entropy. Support if you like it!
SlothyAfk/finance-pulse-python
Various
Python client and MCP server for Finance Pulse: financial news as sourced statements with sentiment and tickers.
Best for: Python developers building AI agents that need financial news with sentiment.
tbernabo/forbiz-mcp
Various
MCP server for Forbiz, the CRM for AI agents: commitments, expected signals, evidence and outcomes your agent can resume later.
Best for: Developers building AI agents that need persistent memory of commitments and outcomes.
asinha07/spoor
Various
What changed, and where did it start? A read-only MCP server and CLI that ranks changes across metrics, logs and traces and tells causes from echoes.
Best for: Developers and SREs debugging root causes across telemetry signals
avi-aggarwal14/dare-mcp-server
Various
MCP server for Dare (trydare.com) AI video generation: use Seedance 2.5, Veo 3.1 and Kling from Claude Code and Claude desktop, billed to your Dare credits
Best for: Developers already using Dare who want video generation inside Claude tooling
BlueWaterCorp/RiskModels_API
Various
US equity and portfolio risk decomposition (market, sector, subsector and stock-specific), ETF hedge ratios
Best for: Developers building US equity portfolio risk tools or ETF hedging workflows
jakubro/dbprint
Various
Portable, git-committed snapshot of a database's structure and column-level data distributions, consumable offline by humans, AI coding agents, and CI.
JasmyLab-JANCTION/janction-render
Various
Cloud GPU rendering for Blender scenes and 3D models (GLB/FBX/USD/STL) for AI agents: MCP server, HTTP API, CLI. Product shots, turntables, animations from Claude, ChatGPT, Codex,
littlenew117/mibly-apple-health-mcp
Various
Connect Apple Health to any MCP-compatible AI agent — sleep, steps, heart rate, HRV, workouts and more, via the Mibly iPhone app.
Best for: Developers prototyping AI agents that need access to Apple Health data
mambalabsdev/mcp-company-discovery-list-builder
Various
MCP server for the Mamba Labs Company Discovery List Builder actor on Apify
Best for: Developers using MCP clients with Apify actors for company discovery
mambalabsdev/mcp-people-finder
Various
MCP server for the Mamba Labs People Finder & Email Verifier actor on Apify
Best for: Developers using MCP clients who need quick access to Apify's people finder and email verification actor.
mambalabsdev/mcp-tiktok-brand-presence-mapper
Various
MCP server for the Mamba Labs TikTok Brand Presence Mapper actor on Apify.
Best for: Developers building MCP-based agents that need TikTok brand presence data from Apify.
maple-kit/maple
Various
Open-source visual UX review comments on deployed previews, with a CI merge gate and an agent loop
OperatorNest/mcp-tools
Various
Open-source MCP server with five deterministic calculators: AI API and subscription costs, meeting time zones, recurring schedules and cron. Hosted at operatornest.com/mcp.
Best for: Developers working in MCP environments who need quick, deterministic cost and scheduling calculations.
SocialAPIsHub/mcp-server
Various
MCP server for Facebook & Instagram data — pages, posts, groups, Ads Library, Marketplace, profiles, reels. 47 read-only tools. npx or hosted at mcp.socialapis.io/mcp
swarm-agent-operator/swarm-x402-mcp
Various
MCP server for SWARM's x402 services: pay per call in USDC on Base, no account or API key.
Best for: Developers who want to pay per API call with crypto on Base without creating accounts or managing keys.
VisualSentinel/mcp-server
Various
Official Visual Sentinel MCP server: 16 tools for monitors, incidents, visual checks, and free website diagnostics in Claude, Cursor, Cline, and Continue
Best for: Developers using Claude, Cursor, Cline, or Continue who want Visual Sentinel monitoring and diagnostics in their AI workflow.
adamVass/pylos-mcp
Various
Email MCP server for Gmail, Outlook and any IMAP mailbox, hardened against prompt injection
AIops-tools/Container-Host-AIops
Various
Governed AI-ops for Docker + Portainer container hosts — restart-loop/resource/bloat RCA, guarded writes, with audit/budget/undo (preview)
Best for: Developers managing Docker hosts who want safer, auditable AI-assisted operations
AIops-tools/Network-AIops
Various
Standalone governed multi-vendor network ops (NAPALM) — 13 MCP tools with audit/budget/undo/risk-tier harness
Best for: Network engineers needing governed, multi-vendor automation with rollback and audit controls
arjunprabhulal/superpdf
Various
A PDF reader, CLI and MCP server that run on your computer: tables, charts, headings and scans to Markdown, HTML or JSON.
Alternative to Microsoft Markitdown
Best for: Developers who need local, scriptable PDF-to-structured-text conversion via CLI or MCP
dcadolph/slop-chop
Various
Strip AI tells from text: em-dashes, slop words, and stock phrases, in one deterministic local pass. CLI, GitHub Action, Obsidian plugin, and MCP server.
Best for: Writers and developers who want a quick, private, automated way to strip common AI-sounding phrases from text.
dokaNc/illugen-mcp
Various
MCP server for JangaFX IlluGen: let AI agents (Claude, Cursor...) build, edit and render IlluGen node graphs, invisibly.
Best for: VFX technical artists who want AI-assisted IlluGen automation
DynamicsNinja/garminconnect-js
Various
Unofficial TypeScript client for Garmin Connect, for Node and Next.js
Best for: Developers needing a lightweight, typed client for Garmin Connect in server-side JavaScript projects.
equinoxaifinance-rgb/fluxproof-agent-card
Various
Public discovery card for the closed-source FluxProof remote MCP server
Best for: Developers researching or evaluating the FluxProof remote MCP server.
nuncaeslupus/drawspec
Various
Declarative diagram spec → clean, themeable SVG. JSON with no coordinates, so an LLM can write it correctly.
Best for: Developers who want LLM-generated diagrams from simple JSON specs
Pareto 26.10
Unbiased
Pareto is a multimodal composite model built for research, coding, and agentic workflows, while delivering frontier-level performance across a broad range of general-purpose tasks.
radumalica/infrastructure-mcp
Various
Give Claude Code, Cursor, and other AI agents safe access to your real infrastructure — without giving them raw SSH access.
Best for: Developers using MCP-compatible AI assistants who need a guardrail between agents and production infrastructure
roicai/agents-plugin
Various
Financial data agents plugin (Skills+MCP) for 60,000+ public companies (ChatGPT, Cursor, VS Code, Claude).
Best for: Developers and analysts who want public company financial data inside AI assistants.
taylormatematica-beep/repoguard
Various
The Architecture Guardian for AI-assisted code. Generate strict .cursorrules and audit PRs.
Best for: Developers using Cursor who need architecture guardrails for AI-generated code.
AAR-Labs/snapdeploy-mcp
Various
SnapDeploy MCP connector: deploy from Claude Code, Cursor, Codex and Gemini CLI
CommonNinja/sendraven-mcp-server
Various
SendRaven is email infrastructure for AI agents. Send, read replies as threads, run campaigns and automations, with limits on the API key.
maemreyo/zamery-browser
Various
Typed browser control for AI agents through provider-neutral contracts and live Firefox integration.
Best for: Developers building AI agents that need typed, provider-neutral browser control
stefantsezarov/SaveSaveSaveSave
Various
Free checker for suspicious messages, links, crypto addresses and npm packages. Never says "safe"; lists what it did not check. MCP server, CLI and GitHub Action.
Best for: Developers who want a cautious pre-check tool without false assurance
sunsatosolutions/Vulcanus
Various
Forge a second brain your AI agents can read — a CLI that generates and validates AI-readable memory vaults. A Sunsato product.
Best for: Developers building persistent memory systems for AI agents.
Tapetide-hq/nse-bse-indian-stock-market-data-mcp
Various
Indian stock market MCP server for NSE & BSE — 55 tools across all 8,200+ stocks: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, option chains & IV, filing
tylergibbs1/backwork-mcp
Various
Official MCP server for the Backwork healthcare API
BSVKey/inference-mcp
Various
MCP server: pay-per-token Claude and Grok inference, settled in BSV, via the hosted inference.bsvkey.com gateway.
Best for: Developers who want to pay for LLM inference with BSV
emektor/toolwrit
Various
A written authority for AI agents. Allowlist the tools, cap the budget, prove what happened.
Best for: Developers building AI agents that need strict tool permissions and audit trails
clipugc/ClipUGC-CLI
Various
Official CLI, MCP server and Claude Code plugin for ClipUGC. Make UGC videos for mobile apps with an AI influencer who keeps the same face, with your app's screen recording inside.
gambadio/apple-productivity-mcp
Various
Local macOS MCP suite: 133 tools for Apple apps, iWork, files, media, and allowlisted Shortcuts.
HasData/google-flights-deals-mcp
Various
MCP server for the Google Flights Deals API by HasData: a plain-language trip description becomes dated fares with prices, airlines and booking links
JeanExtreme002/PyMemoryEditor
Various
A pure-Python library that lets you inspect, modify and search the memory of any running process in a few lines of Python :snake: .
Best for: Developers who need quick, scriptable memory inspection and editing in Python.
MykytaStel/repopilot
Various
Local, deterministic review of Git changes: weakened tests and CI gates, security boundaries, blast radius. CLI, GitHub Action, MCP server, and coding-agent plugins.
Synexiom-Labs/nodiom-mcp
Various
Let AI agents edit one section of a Markdown file without rewriting or breaking the rest. MCP server for nodiom, MIT.
Best for: Developers adding surgical Markdown editing to AI agents on nodiom
wayknow/clearjson
Various
Large-file-safe JSON MCP server. Format, validate, search, JSONPath query, deep diff, and format conversion (CSV/TSV/YAML
Best for: Developers who use MCP clients and need reliable JSON handling at scale.
ambermem/amber
Various
Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable. Hosted MCP server.
Alternative to Topoteretes Cognee, Vectorize Io Hindsight
ntworm/ableton-mcp-server
Various
Local MCP server for Ableton Live: session inspection, MIDI editing, device control, audio analysis and groove tools via a Python Remote Script.
Best for: Ableton Live users who want MCP-based automation and control
thyn-ai/telys-sdk
Various
Python SDK + MCP server for Telys — embedded, on-device memory & retrieval for AI assistants. 19-tool MCP surface (io.github.thyn-ai/telys on the Official MCP Registry); the engine
Best for: Developers building AI assistants that need local, on-device memory via MCP
inth3shadows/terse
Various
Shrinks your AI agent's tool output so it burns fewer tokens, without changing what the agent reads. Lossless by default, no decode step.
tech-lead-bunny/agenteyes-mcp
Various
A Node.js MCP server (stdio transport) exposing agent tools backed by headless Chromium. One tool call returns screenshot PNG + accessibility tree + page text — the "eyes for agent
Best for: Developers building MCP-based agents that need quick page snapshots for LLM context
Brunovncs/texel-mcp
Various
Minecraft textures as code for AI agents: a JSON spec compiled deterministically to PNG, with a review, an MCP server, a CLI and a Claude Code plugin.
Best for: Developers building AI agent workflows to generate or modify Minecraft textures
nickjlamb/redacta
Various
Redacta — a Claude/Agent Skill that pseudonymises medical documents before AI processing
Best for: Developers building Claude-based tools that handle medical data and need a lightweight pseudonymisation step.
HasData/chatgpt-mcp
Various
MCP server for the ChatGPT Scraper API by HasData: send a prompt anonymously, get the answer and its web sources as JSON
chatmaid/mcp
Various
WhatsApp MCP server: let Claude, Cursor and other AI agents send WhatsApp messages to contacts and groups, read replies and check delivery
Alternative to Lharries Whatsapp Mcp
HighlyLoadedEgo/ClefMCP
Various
Local MCP server exposing the Cloudflare Clef-Flash decision model to AI agents — structured decisions with probability outputs, fully offline via llama.cpp.
Best for: Developers who need a local, MCP-compatible decision model for AI agents
magnusmalm/smolmux
Various
C11 device multiplexer: share serial UART / GDB SWD across humans, scripts, and AI agents (MCP). MIT.
Best for: Embedded developers who need to share debug and serial interfaces with scripts or AI agents
parasxos/postbag
Various
Two local coding-agent sessions, Claude Code or Codex, write letters to each other through each agent's native input. CLI and MCP tools, stdlib core, no daemon.
Best for: Developers experimenting with multi-agent workflows locally
ajmessina/smarterdeck-mcp-connector
Various
Official MCP connector for SmarterDeck AI — Executive Presentation Suite (5 formats in 1 call)
Jidoseal/jidoseal-mcp
Various
MCP server: check a folder of markdown against Open Knowledge Format (OKF) v0.2 and JidoSeal-defined Bronze/Silver/Gold frontmatter tiers (not ISO certification), locally, from Cla
Best for: Teams standardizing markdown knowledge bases with OKF tiers
TechMap/mcp.techmap.io
Various
MCP server for Techmap's job postings data - search and count job postings from 185 sources in 250 countries
Rohanxmalik/Tower
Various
Multiplayer for AI coding agents: collision detection before the edit, messaging, delegation. MCP server for Claude Code, Cursor, Codex.
Best for: Developers experimenting with multi-agent coding workflows in MCP-compatible tools.
nickjlamb/groundwork
Various
Scaffolds a deployment-readiness harness (redaction, evals from real failures, CI regression gate) into document-QA an
penmadebykisss/amocrm-kommo-mcp
Various
MCP server for amoCRM / Kommo CRM: leads, contacts, tasks, notes and sales analytics (pipeline report, stale deals, overdue tasks)
Best for: Developers building AI assistants that need read access to amoCRM/Kommo data.
morfiade-app/morfiade-mcp
Various
MCP server for local Google Chrome profiles on Windows — 18 tools over Morfiade's local API
Best for: Windows developers building local Chrome automation into MCP workflows
bartosz-kuc/honest-mbank-parser-mcp
Various
Local MCP server that parses mBank CSV operation exports — fully offline
theluckystrike/mcp-statement-of-account
Various
Model Context Protocol (MCP) server for customer statements of account, accounts receivable and invoice aging. The one document that answers what a client actually owes you, aged a
Best for: Finance teams and developers using MCP-compatible AI tools to automate accounts receivable reporting
whatsinmycloud/aws-audit-scanner
Various
Open-source AWS account scanner for common cost and security problems. Read-only, runs locally, covers every region.
Alternative to Aws
Best for: Developers needing a quick, read-only AWS cost and security scan
zapxlabs/veyra-mcp
Various
Give AI agents a wallet with a spending limit. MCP server + typed client for Veyra: non-custodial USDC payments on Base with server-enforced caps, approvals and allowlists.
LakeSky/agentsapi-sec-filings
Various
MCP server exposing SEC EDGAR filings (10-K/10-Q/8-K) as agent tools - pay-per-call in USDC on Base via x402. No API key, no signup.
Best for: Developers building agents that need on-demand SEC filing access without subscription overhead
17 October 2026 (5)
DeepSeek V4.1 Flash 1017
DeepSeek
DeepSeek V4.1 Flash 1017 is the October 17, 2026 snapshot of DeepSeek V4.1 Flash, served by DeepSeek under the deepseek-flash API model name. V4.1 Flash is a sparse mixture-of-ex
Best for: Dated DeepSeek development snapshot
Glimpse
Elorian
Glimpse is a multimodal visual reasoning model from Elorian, built for visual understanding and complex visual reasoning in the physical world. It reasons directly over images and
CUGA
Community
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning
Best for: Teams needing an open-source, policy-aware agent orchestrator in Python.
Xing4.0 29B A4B (free)
Xingchen Agi
Xing4.0-29B-A4B is an open-weight mixture-of-experts language model from China Telecom's AI team (TeleAI) and the successor to the TeleChat series. It has 29B total parameters with
Qwen3.7 Plus (batch)
Qwen
Qwen3.7-Plus is a cost-effective model in Alibaba's Qwen3.7 series. It supports text and image input with text output, building on the series' text capabilities with a comprehensiv
16 October 2026 (23)
Apex AI Academy
academy.apexai
Dependency-free Node.js and Python examples for the Apex public learning API.
Best for: Developers getting started with the Apex learning API
App AI Gateway
Community
Backend for iOS apps that use AI. Keeps your provider keys out of the app, limits what each user can spend, and shows usage and cost. https://appaigateway.com/
Best for: iOS developers who need a lightweight AI proxy with spend controls and usage tracking
Beam 1.0 501B A23B
Reflection
Beam 1.0 is Reflection's open-weight reasoning model for coding and long-horizon agentic workflows. It uses a sparse mixture-of-experts architecture with 501B total and 23B active
Best of Open-Source AI
Community
Open-source AI, ranked: apps, agents, models and the tools around them, each with strengths, weaknesses and a score from real GitHub signals. Re-checked twice a day.
Best for: Developers scanning the open-source AI landscape for actively maintained options.
Caliper
Community
Run your real agent with and without your skills, MCPs, and rules. See which ones actually help, and what they cost in tokens. Supports Claude Code, Codex, Pi, and Hermes.
Best for: Python-based agent builders who want empirical answers about what skills actually pay off
OpenConnector
Community
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
Best for: Developers building AI agents that need broad SaaS access through standardized authentication
Orbi
Community
Open-source (AGPL-3.0), self-hostable lights-out software factory for the agent era: label a GitHub Issue, get an independently reviewed, merged PR and a tagged release.
Best for: Teams wanting self-hosted, automated issue-to-release workflows.
otelcol-genai-sketches
Community
Track LLM token usage by user, session and model without a metric label for every user. Prometheus or any OTLP metrics backend.
Best for: Teams needing low-cardinality LLM token usage tracking in existing Prometheus or OTLP stacks
Overmind
Community
The platform for continuously improving AI agents.
Best for: Developers seeking an open-source, Python-based observability tool for AI agents.
JevOss
Community
Evaluation tools for Jev-compatible decision models, covering accuracy, calibration, hidden instructions, padding and consistency.
Best for: Developers working with Jev decision models who need lightweight evaluation checks.
LLMSlim
Community
The context layer for production AI agents: local-first context planning, compression and runtime for LLM apps.
Best for: Developers building Python-based LLM agents needing local context management and compression
Moondream 3.1
Moondream
Moondream 3.1 is a vision-language model from Moondream, the successor to Moondream 3 Preview, with 9B total parameters and 2B active (mixture-of-experts). It handles visual questi
Moondream 3 Preview
Moondream
Moondream 3 Preview is a vision-language model from Moondream with 9B total parameters and 2B active (mixture-of-experts). It handles visual question answering, captioning, OCR, an
Muse Spark Open
Meta
Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and de
Nemotron 3.5 Super VL
NVIDIA
NVIDIA Nemotron 3.5 Super VL is an open multimodal mixture-of-experts model from NVIDIA, with 12B active parameters out of 120B total. It takes text, images, documents, GUI screens
subagent-tuner
Community
Claude Code mod: picks the model and reasoning effort of every subagent
Best for: Claude Code users who need per-subagent model and reasoning effort control
TheYgent
Community
Private, self-hosted, no-code AI agent builder. Design agents on a visual canvas; run them on built-in local inference (llama.cpp, MLX, vLLM) or any OpenAI-compatible API. MCP tool
Best for: Teams that want a private, self-hosted visual agent builder without telemetry.
RAGeval
Community
LLM and RAG evaluation library: multi-judge consensus with a disagreement alarm, bootstrap confidence intervals and OpenTelemetry tracing.
Best for: Developers building RAG pipelines who want statistically grounded, traceable evaluation.
aigent-os
Community
Claude Code harness that refreshes its own context instead of compacting: at a threshold it writes a verified capsule, runs /clear, and resumes in a fresh session. Memory is plain
Best for: Developers running long Claude Code sessions who want git-backed, auditable context persistence
agent-convergence-scorer
Community
CLI and Python library for lexical stability checks on repeated short agent outputs: pairwise exact agreement, token overlap, divergence point, and an order-independent score. Zero
Best for: Developers who need quick lexical consistency checks on short LLM or agent outputs.
Fenlight
ae.waggle
Google search results, forum threads, local and shopping data, keyword ideas, AI answer tracking.
Best for: Developers building AI assistants or analytics tools that need live search and SERP-style data
Remio
Community
Local-first personal knowledge base that pre-parses files, webpages, recordings, notes, emails, messages, and images into indexed and vector-retrievable context for faster AI searc
Best for: Individuals building AI search over their own local data.
Symbioza
Community
Ask your AI agent to run training, evaluation or batch inference on a cloud GPU. Free estimate first, a spending limit you set, your output files back.
Best for: Teams wanting agent-driven GPU jobs with budget control
15 October 2026 (6)
AIops-tools/Proxmox-AIops
Various
Standalone governed Proxmox VE ops — 23 MCP tools with built-in audit/budget/undo/risk-tier harness
AIops-tools/Queue-AIops
Various
Governed AI-ops for redis + rabbitmq: memory-pressure/latency/queue-backlog/connection-churn RCAs, s
Best for: Developers operating Redis and RabbitMQ who want AI-assisted root cause analysis
D-Asce/pandastocksdk
Various
股票数据接口，实时数据推送推动，历史数据，level2数据
Best for: Python developers exploring a lightweight SDK for stock market data feeds
cuqu-net/cuqu-skill
Various
CUQU找搭子官方 Agent Skill：让任意 AI Agent（Claude Code/Codex/Cursor/WorkBuddy）代用户找同城线下局、报名、支付、发局。MCP Streamable HTTP + 个人 API Key 网关 agent.cuqu.net
Best for: Developers building AI agents that need to book local offline activities on CUQU.
bartosz-kuc/honest-vies-mcp
Various
Local MCP server for EU VIES VAT number validator with consultation number for legal audit proof
Best for: Developers building MCP-based tools that need EU VAT validation with audit evidence
dhawalshah/google-tag-manager-mcp
Various
Google Tag Manager (GTM) MCP - works locally or remotely.
Best for: Developers exploring MCP integrations with Google Tag Manager