45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| IntelligentElectron/pdf-analyzer PDF analysis made easy for every AI agent | 4 | Claude Code, Codex, OpenCode | 3 | 1,902 tok |
| robino16/codeembed pypi.org Embeds your codebase into a local vector database and exposes it as an MCP tool for fast s | 4 | Codex, OpenCode | 1 | 165 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 |
| plusplusoneplusplus/mcp mcp server | 4 | Gemini CLI | 1 | 158 tok |
| vcon-dev/vcon-mcp An MCP Server for vCons | 4 | Claude Code, Cursor | 2 | 4,006 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 |
| gcorroto/memory-bank-mcp memory-bank-mcp | 4 | GitHub Copilot | 1 | 3,232 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 |
| brianmoney/mcp-gdrive-cf | 4 | GitHub Copilot | 2 | 5,322 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 |
| kevinten-ai/mcp-ffmpeg FFmpeg video/audio editing tools via Model Context Protocol (MCP) | 4 | Codex, OpenCode | 1 | 52 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 |
| aidizhi/ziyuanzhan A platform for aggregating and collecting movie and TV resource and scraping sites, automa | 4 | Codex, OpenCode | 1 | 400 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 |
| wyj-IIRtyj/localterminal-lite Auditable local control plane connecting ChatGPT Apps and GPT Actions to authorized worksp | 4 | Codex, OpenCode | 1 | 51 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 |
| jverre/chrome-mcp-server MCP server to interact with Chrome | 4 | Cursor | 1 | 138 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 |
| siddhartha-yz/dsh-mcp-gateway Connect ChatGPT Web to a local DSH runtime over OAuth + MCP | 4 | Codex, OpenCode | 1 | 1,166 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 |
| loryanstrant/Zigbee2MQTT-MCP A Model Context Protocol server for Zigbee2MQTT | 4 | Codex, OpenCode | 1 | 178 tok |
| BukeLy/pageindex-light-mcp Lightweight Agentic PDF Search via MCP — Vectorless, reasoning-based document retrieval | 4 | Claude Code | 1 | 167 tok |
| coldlogicAI/3notch 3notch.dev Stop being the bus between your AI tools. Local-first CLI + MCP for vendor-neutral project | 4 | Codex, OpenCode | 1 | 1,609 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 |
| zxerai/MCP-Server MCP-Server simplifies management and scaling by organizing multiple MCP (Model Context Pro | 4 | GitHub Copilot | 1 | 402 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 |