31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Claire-s-Monster/claudecode-session-notes ClaudeCode Session Notes MCP Server | 0 | Claude Code | 70 | 47 tok |
| neverprepared/mcp-markdown-to-confluence | 0 | Claude Code | 1 | 1,630 tok |
| unhuman/zoomObsidian Zoom Meeting Summaries MCP Server | 0 | Claude Code, GitHub Copilot | 2 | 4,434 tok |
| Revmagi/tuxcare-eportal-mcp TuxCare ePortal MCP server for integrating with TuxCare ePortal API | 0 | Claude Code | 1 | 866 tok |
| syh52/seedream-mcp-server MCP server for SeeDream 4.5 image generation - enables Claude Code to generate images via | 0 | Claude Code | 1 | 1,273 tok |
| nzduck/trademe-tinymcp A tiny MCP server for Trade Me. | 0 | Claude Code | 1 | 25 tok |
| bbuchsbaum/eco-oracle EcoOracle: MCP server + tools for ecosystem-wide R/Python package knowledge | 0 | Claude Code, Codex, OpenCode | 7 | 1,230 tok |
| agiletec-inc/airis-mcp-supabase-selfhost AIRIS MCP server for self-hosted Supabase - Token-optimized with 2-layer architecture (Pos | 0 | Claude Code | 1 | 2,014 tok |
| cgaspard/webappmcp MCP server for AI-powered web application interaction | 0 | Claude Code | 1 | 2,786 tok |
| Jasuni69/ms-core-mcp Microsoft core functions with mcp | 0 | Claude Code | 1 | 738 tok |
| saudqsaleshandy/development-mcp-server Every tool, implementation, customisation that you need to use with your LLM application | 0 | Claude Code | 1 | — |
| yunhwane/swagger-mcp Project-aware MCP server for exploring Swagger/OpenAPI docs in natural language | 0 | Claude Code | 1 | 659 tok |
| jjurach/google-personal-mcp Tools for interacting with drive, sheets, and other personal google services. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,506 tok |
| simsketch/memoryiq memoryiq.vercel.app One Brain. Every AI. — AI-powered shared memory platform with semantic search, collaborati | 0 | Claude Code | 1 | 19 tok |
| Ilevk/x-search-plugin MCP plugin for read-only X/Twitter research via xAI x_search, with OAuth and API-key suppo | 0 | Claude Code, Codex, OpenCode | 2 | 1,065 tok |
| jeff-dev-1/ai-log-mcp-server | 0 | Claude Code | 1 | 1,013 tok |
| tezaswiraj7222/mcp-postman-runner | 0 | Claude Code, Codex | 1 | — |
| ygrenzinger/jira-mcp | 0 | Claude Code | 1 | 1,807 tok |
| jason21wc/ai-governance-mcp AI Governance MCP — open-source meta-framework (governance engine + constitution/rules-of- | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 4,022 tok |
| heznpc/PLOIDY Cross-session debate protocol — same model, different context depths, better decisions | 0 | Claude Code | 8 | — |
| 2k92gzzsyc-hash/mcp-server-python-mtef0f9z Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| joel01-dev/lexus-mcp-roblox | 0 | Claude Code | 1 | 1,502 tok |
| alymohamedhassan/mural-mcp | 0 | Claude Code | 1 | — |
| galacoder/vimeo-mcp MCP (Model Context Protocol) server for Vimeo API integration. Provides tools for managing | 0 | Claude Code | 11 | — |
| winccoa-tools-pack/winccoa-mcp-server | 0 | Claude Code | 2 | 2,399 tok |
| MO2k4/azure-cost-mcp MCP server for Azure cost analysis — retail prices and cost management | 0 | Claude Code | 1 | 332 tok |
| deokgoo/task-manager-mcp | 0 | Claude Code | 1 | 3,625 tok |
| mikeysrecipes/package-registry-mcp | 0 | Claude Code | 1 | 404 tok |
| thijs-hakkenberg/mcp_todo Git-Based MCP Todo Server | 0 | Claude Code | 1 | 3,179 tok |
| mediagraph-io/mediagraph-mcp Mediagraph MCP | 0 | Claude Code, Codex, OpenCode | 3 | 2,907 tok |
| eaccmk/eaccmk_excalidraw-mcp eaccmkexcalidraw-mcp.vercel.app | 0 | Claude Code | 1 | 2,343 tok |
| androidua/apple-mail-mcp | 0 | Claude Code | 1 | 2,316 tok |
| McCullonas/mcp-sncf-navitia MCP server for French railways (SNCF) via the Navitia API | 0 | Claude Code | 1 | 723 tok |
| cmer81/infoclimat-mcp | 0 | Claude Code | 1 | 558 tok |
| wyre-technology/afkbot-mcp MCP server for AFKBot PTO management — file time-off requests from any MCP client | 0 | Claude Code | 1 | 190 tok |
| binbinao/reddit-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 143 tok |
| HelloTomBruce/kb-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 211 tok |
| odbgrowth/soma-mcp A private, self-hosted reference implementation of the official Model Context Protocol (MC | 0 | Claude Code, Codex, OpenCode | 2 | 402 tok |
| wealth29/claude-pentest-mcp-server | 0 | Claude Code | 1 | 692 tok |
| tranhoangtu-it/mcp-figma MCP server bridging AI clients to Figma Desktop via Plugin API + WebSocket. Zero rate limi | 0 | Claude Code | 1 | 585 tok |
| avocatt/legal-rag-toolkit MCP server + Claude Code skills for semantic search over Turkish legal contracts and email | 0 | Claude Code | 1 | 196 tok |
| magicbadger/claude-mcp-etsi An MCP server to enable claude (and others) to access summarized versions of ETSI specific | 0 | Claude Code | 1 | 1,976 tok |
| oleg-pevzner/job-monitor Agent-friendly job monitoring across LinkedIn, Indeed, USAJobs, and Google Jobs. CLI + MCP | 0 | Claude Code | 1 | 57 tok |
| megedtal/outlook_mcp email-mcp-mu.vercel.app | 0 | Claude Code | 1 | 1,401 tok |
| ronkoch2-code/moltbot Security-hardened MCP server for Moltbook AI-agent social network | 0 | Claude Code | 1 | 3,854 tok |
| sgreen7979/browser-stream MCP server that collapses browser act-then-observe into single tool calls. Every action re | 0 | Claude Code, Gemini CLI | 2 | 840 tok |
| mdlopresti/stoat-mcp A Model Context Protocol (MCP) server for the Stoat chat platform | 0 | Claude Code | 1 | 1,264 tok |
| guycochran/X32-MCP | 0 | Claude Code | 3 | 1,996 tok |
| sogawa-yk/mcp-gauge | 0 | Claude Code | 14 | 1,241 tok |
| monthop-gmail/ai-collaboration-mcp Shared workspace where AI from any vendor discuss, decide and hand off work — MCP on Cloud | 0 | Claude Code | 1 | 1,750 tok |