32,566 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993
All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| woodwosj/OdooDevMCP Odoo 19 MCP Server module — gives AI agents terminal, database, filesystem, and ORM access | 4 | Claude Code | 4 | 1,583 tok |
| lucasliet/youtube-transcript-mcp MCP and CLI to extract subtitles from youtube videos. based on python's lib youtube-transc | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 10 | 2,152 tok |
| IntelligentElectron/pdf-analyzer PDF analysis made easy for every AI agent | 4 | Claude Code, Codex, OpenCode | 3 | 1,902 tok |
| agenticvault/agentic-vault agenticvault.dev Server-side EVM signing with AWS KMS and built-in DeFi protocol awareness. Expose your wal | 4 | Claude Code | 1 | 1,489 tok |
| 156554395/image-video-generation-mcp A free MCP (Model Context Protocol) server for image and video generation. | 4 | Claude Code | 1 | 1,215 tok |
| fuzzylabs/capsule-mcp | 4 | Claude Code | 1 | 1,520 tok |
| vcon-dev/vcon-mcp An MCP Server for vCons | 4 | Claude Code, Cursor | 2 | 4,487 tok |
| Chisanan232/clickup-mcp-server chisanan232.github.io 🦾 A strong MCP server for ClickUp. | 4 | Claude Code | 1 | 2,367 tok |
| hildersantos/bike-mcp-server MCP server for Bike outliner on macOS. Read, create, and manipulate outlines via AI assist | 4 | Claude Code | 1 | 640 tok |
| bmya/claude-odoo-api MCP server for Odoo 19 External JSON-2 API with multi-company support, image processing, r | 4 | Claude Code, Gemini CLI | 2 | 4,550 tok |
| Blyawon/tokensStudioMCP CLI and MCP server that reads Tokens Studio applied tokens from a Figma URL. Compact tree, | 4 | Claude Code | 1 | 2,286 tok |
| Dorkside/siteone-mcp-server MCP (Model Context Protocol) server written in TypeScript that wraps the SiteOne Crawler C | 4 | Claude Code | 1 | 749 tok |
| inconcept/bitbucket-mcp | 4 | Claude Code, Codex, OpenCode | 3 | 125 tok |
| ryanthedev/claude-mux.mcp Single-tool MCP server for tmux — self-describing actions, plain text responses, paginatio | 4 | Claude Code | 1 | 1,032 tok |
| scottschram/kokoro-tts-mcp MCP server for Mac Kokoro-82M text-to-speech on Apple Silicon via MLX. Gives Claude Code, | 4 | Claude Code | 1 | 1,118 tok |
| outerheaven199X/Bags-SDK-hackathon outerheaven199x.github.io Launch a coin in 3 steps from your terminal. 43 MCP tools. Fee splits, claims, Dexscreener | 4 | Claude Code | 1 | 350 tok |
| bunizao/okta-auth CLI and MCP server for Okta SSO authentication with persistent session management | 4 | Claude Code, Codex, OpenCode | 2 | 470 tok |
| civicteam/x402-mcp X402 payment integration for Model Context Protocol (MCP) | 4 | Claude Code | 1 | 357 tok |
| davlgd/clever-code-mode-mcp An MCP server that gives AI agents full access to the Clever Cloud API through just two to | 4 | Claude Code | 1 | 577 tok |
| q0tik/q0t-telegram-mcp | 4 | Claude Code | 1 | 1,254 tok |
| ljzloser/mcp_tools | 4 | Claude Code, GitHub Copilot | 10 | 2,906 tok |
| babosina/libraryMCP | 4 | Claude Code | 2 | 503 tok |
| justinhaaheim/apple-reminders-mcp MCP server for Apple Reminders on macOS via EventKit | 4 | Claude Code | 8 | 2,601 tok |
| heath0xFF/jeltz A framework that connects AI assistants to physical devices - sensors, actuators, cameras, | 4 | Claude Code | 1 | 842 tok |
| andreahaku/llm_memory_mcp | 4 | Claude Code | 1 | 2,645 tok |
| 2514385224/middle-tool Multi-environment middleware connection manager with unified MCP export for Cursor and Cla | 4 | Claude Code, Codex | 1 | — |
| tetmin/mcp-beeper-texts | 4 | Claude Code | 1 | 1,165 tok |
| arkadiusz-rosiak/aem-dev-mcp MCP server for Adobe Experience Manager development | 4 | Claude Code | 1 | 1,120 tok |
| vltansky/console-bridge-mcp npmjs.com | 4 | Claude Code, Codex, OpenCode | 2 | 2,022 tok |
| tosssssy/mcp-server-debug-thinking | 4 | Claude Code | 1 | 1,173 tok |
| achimstruve/mcp-https-OAuth-database-template A minimal MCP-HTTP-template that allows to distribute MCP server access via API-key author | 4 | Claude Code | 1 | 1,559 tok |
| staccDOTsol/openzoo Local x402-paying proxy + MCP server for openzoo.fun — any OpenAI-compatible harness, no c | 4 | Claude Code | 4 | 1,029 tok |
| OGZamasu/agent-inbox A place to send your AI agent things to look at. Send links from your phone or browser; Cl | 4 | Claude Code, Codex, OpenCode | 2 | 1,254 tok |
| FeanorsCodeSL/imladris Rivendell-style council for AI agents: a stdio MCP server that convenes multi-provider mod | 4 | Claude Code, Codex, OpenCode | 3 | 2,672 tok |
| BukeLy/pageindex-light-mcp Lightweight Agentic PDF Search via MCP — Vectorless, reasoning-based document retrieval | 4 | Claude Code | 1 | 167 tok |
| solozerolabs/Namera CLI tool for checking name availability across domains, trademarks, and more | 4 | Claude Code, Codex, OpenCode | 3 | 4,412 tok |
| FrankGenGo/solana-web3js-mcp-server MCP server for Solana web3.js development and smart contract deployment | 4 | Claude Code | 1 | 1,400 tok |
| nealrichardson/zendesk-mcp-server | 4 | Claude Code | 1 | 2,174 tok |
| bxxd/mcp-edgar-ux SEC EDGAR filings for AI agents. Returns file paths (not 241K tokens). Use Read/Grep/Bash | 4 | Claude Code | 1 | 6 tok |
| gamittal-ak/alecs-mcp-server-akamai solutionsedge.io ALECS (A LaunchGrid for Edge & Cloud Services) is a community driven project creating a MC | 4 | Claude Code | 1 | 810 tok |
| Eleven-Mouse/MCP-server A pure Java MCP (Model Context Protocol) Server implemented from scratch without depending | 4 | Claude Code | 2 | — |
| cyanheads/survey-mcp-server Transform LLMs into intelligent interviewers. MCP server for conducting dynamic, conversat | 4 | Claude Code, Codex, OpenCode | 2 | 9,030 tok |
| layervai/qurl-mcp MCP server for QURL - secure link management for AI agents | 4 | Claude Code | 1 | 4,557 tok |
| aplaceforallmystuff/mcp-kit An MCP (Model Context Protocol) server that connects AI assistants like Claude to the [Kit | 4 | Claude Code | 1 | 644 tok |
| resolve-ai-oss/resolve-ai-plugins | 4 | Claude Code, Codex, OpenCode | 2 | 1,016 tok |
| donnfelker/donnfelker-plugin-marketplace | 4 | Claude Code, Codex, OpenCode | 2 | 2,124 tok |
| identimoji/mcp-server-emojikey MCP Server for emojikey.io ... save your unique relationship state and interaction style w | 4 | Claude Code | 1 | 260 tok |
| ragingwind/web-llm-mcp-server MCP Server for web-llm | 4 | Claude Code | 1 | 847 tok |
| nickytonline/pimp-my-ride-mcp An MCP server that allows you to configure a car | 4 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,846 tok |
| ythalorossy/openfda | 4 | Claude Code, Codex, OpenCode | 2 | 13,347 tok |