43,872 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 agents7,796Claude Code6,678Data and AI3,657Backend and APIs3,502Languages3,394Git and workflow3,252Planning3,236Code review2,768Testing2,425Memory and context2,361Writing and docs2,344DevOps and cloud2,337Research2,286Frontend2,272Security2,058Project management1,756
All Claude Code32,008 Codex23,577 OpenCode22,522 GitHub Copilot3,569 Gemini CLI1,916 Cursor1,739 Windsurf152 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| bartivs/yt-media-info-mcp Model Context Protocol (MCP) server that extracts rich metadata, transcripts, and search f | 0 | Claude Code, Codex, OpenCode | 6 | 2,081 tok |
| chiomao23/MCP-Detection-Knowledge-Bases An MCP server wrapping Hayabusa for Windows EVTX log scanning, extended with a detection e | 0 | Claude Code | 2 | 4,774 tok |
| theosera/claude_openai_image_mcp Security-first MCP server that generates images via OpenAI gpt-image-2 and returns them as | 0 | Claude Code | 3 | 851 tok |
| Joseadobbato13/automatizacion-mcp-navisworks Servidor MCP que controla Autodesk Navisworks Manage 2025 desde Claude vía plugin C# (insp | 0 | Claude Code | 1 | 340 tok |
| the-mace/loseit-mcp-local Local LoseIt scraper → SQLite → MCP server for Claude Desktop | 0 | Claude Code, Codex, OpenCode | 2 | 1,561 tok |
| mitchallen/mcp-hello-typescript-server | 0 | Claude Code | 1 | 2,438 tok |
| brchn6/LettuceMeet_CLI Unofficial MCP tools for LettuceMeet - create polls, view responses, find meeting overlaps | 0 | Claude Code, Codex | 1 | — |
| jthiruveedula/agent-memory-mcp jthiruveedula.github.io Self-improving agent memory MCP server with knowledge graph, preference learning, tool rec | 0 | Claude Code, GitHub Copilot | 3 | 1,400 tok |
| xiaocsdnshen/Hadoop-JobHistory-MCP-Server | 0 | Claude Code | 1 | 991 tok |
| zhengziha/ELK-mcp-server | 0 | Cursor | 1 | — |
| Axcient/public-gateway-mcp An MCP for ax-public-gateway | 0 | Claude Code, Codex, Cursor, OpenCode | 2 | 970 tok |
| danizeap/Supabase-MCP | 0 | Claude Code | 2 | — |
| MickaelV0/demo-mcp Public shared memory (OKF markdown + links) — web + MCP, no auth | 0 | Claude Code | 1 | 1,145 tok |
| makedirectory/strata strata.mk-dir.com A registry-driven canvas for modeling cloud infrastructure as a typed graph: multi-cloud ( | 0 | Claude Code | 1 | 1,291 tok |
| mariolpantunes/crepe-mcp CREPE — Compile, Research, Export, Presentation Engine. An MCP server for AI Agents that d | 0 | Codex, OpenCode | 1 | 3,339 tok |
| martinbechard/mcp-agent-ops | 0 | Codex, OpenCode | 1 | 264 tok |
| Suchanon/learn-typescript-mcp | 0 | Claude Code | 1 | 992 tok |
| nmime/motiv-buy t.me Digital marketplace for motivated traffic across Telegram. Built with NestJS, TypeScript, | 0 | Claude Code | 2 | 3,028 tok |
| peekwez/gats GATS is a framework for actors (i.e., humans, AI agents, and applications) to execute inve | 0 | Claude Code | 9 | 3,306 tok |
| ottaviofogliata/quanto Experimental trading laboratory for classical vs quantum-simulated methods across options, | 0 | Codex, OpenCode | 1 | 584 tok |
| anasaltomy/naseej-desktop | 0 | Claude Code, Codex | 4 | — |
| Aidan-Kay/mcp-nexus | 0 | Codex, OpenCode | 1 | 801 tok |