23,310 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719
All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| VIBHORE-LAB/jd-mcp | 0 | Claude Code, Codex | 1 | — |
| FireCulex/int Self-hosted, Dockerized AI memory system with MCP server for AI coding assistants to recal | 0 | Codex, OpenCode | 1 | 1,342 tok |
| jamesdsizemore/headcleaner-cli Convert documents to Markdown and OKF v0.2 with diagnostics, plugins, MCP, and reports. | 0 | Claude Code, Codex, OpenCode | 2 | 3,493 tok |
| talvaknin744/garmin-coach-mcp Local Garmin coaching MCP for Codex, ChatGPT desktop, and Claude | 0 | Codex, OpenCode | 1 | 134 tok |
| Cgisclair29/Rapid7-MCP | 0 | Codex, OpenCode | 1 | 1,947 tok |
| djsushilkumar/Craftor Universal MCP Platform for WordPress, Elementor & WooCommerce | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 17 | 1,882 tok |
| IsoCodeCrafter/PCP Standardize Context, Not Intelligence. An open protocol and MCP server for preserving proj | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,290 tok |
| primax79/vscode-mcp-dap-debugger VS Code extension and CLI that expose the Debug Adapter Protocol (DAP) as MCP tools, allow | 0 | Claude Code, Codex, OpenCode | 2 | 3,796 tok |
| khaosans/operator-etl Agentic ETL pipeline for FOIA & public comments — LangGraph, MCP, PII vault, Medallion war | 0 | Codex, OpenCode | 1 | 1,026 tok |
| roxy-plugins/bangumi-mcp | 0 | Codex, OpenCode | 1 | 416 tok |
| mishan/assetto-mcp An MCP for Assetto Corsa | 0 | Codex, OpenCode | 1 | 129 tok |
| PCT-BR/n8n-mcp | 0 | Claude Code, Codex, OpenCode | 10 | 2,867 tok |
| layermedya/Critic-MCP A Model Context Protocol (MCP) server providing automated, read-only code review and vulne | 0 | Codex, OpenCode | 1 | 808 tok |
| hal666/vision-mcp Clipboard-first vision MCP for text-only agents | 0 | Claude Code, Codex, OpenCode | 2 | 492 tok |
| w4ndaja/figma-plugin-as-mcp | 0 | Claude Code, Codex, OpenCode | 24 | 981 tok |
| ryanportfolio/winuse-mcp Computer use for Claude Code on Windows: an MCP server that lets Claude see your screen an | 0 | Claude Code, Codex, OpenCode | 34 | 2,540 tok |
| reachjalil/openwork-mcp-app-gallery-sol openwork-mcp-app-gallery-sol-jalil-7198s-projects.vercel.app Independent hosted adaptation of official MCP Apps examples | 0 | Codex, OpenCode | 1 | 270 tok |
| elemarin/renderoni elemarin.github.io Three.js renders. Rapier simulates. Renderoni makes it a game: an open-source 3D web game | 0 | Claude Code, Codex, OpenCode | 3 | 1,082 tok |
| agentcommunity/mcp Official stdio connector for the Agent Community hosted MCP server | 0 | Codex, OpenCode | 1 | 203 tok |
| Snozu/relay An AI operations agent that answers from your own data, cites your own policies, and stops | 0 | Codex, OpenCode | 1 | 154 tok |
| devopsbrandmirchi/GoogleMcpServer MCP Server To Connect Google Platform | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| reachjalil/openwork-mcp-app-gallery-fable openwork-mcp-app-gallery-fable-prologe.vercel.app Hosted MCP Apps Example Gallery — fable benchmark candidate (independent adaptation of off | 0 | Codex, OpenCode | 1 | 381 tok |
| nagyeop/kosis_mcp kosismcp.vercel.app MCP server based on the Korean National Data Administration KOSIS OpenAPI (FastMCP) | 0 | Codex, OpenCode | 1 | 778 tok |
| trash-panda-v91-beta/donetick-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 861 tok |
| pilotariak/azkena The Pilotariak MCP server | 0 | Codex, OpenCode | 1 | 2,334 tok |
| sparko161-droid/pyrus_mcp_bd_complect | 0 | Codex, OpenCode | 1 | 776 tok |
| Cuti27/mcp-arr-lite Lightweight MCP server for Radarr and Sonarr with granular tools: lookup, add, search rele | 0 | Codex, OpenCode | 1 | 915 tok |
| YokihitoOkiBiz/jetkvm-mcp Model Context Protocol (MCP) server for controlling JetKVM through Playwright and WebRTC H | 0 | Codex, OpenCode | 1 | 744 tok |
| project-tharsis/claude-code-telegram-kit Remote session control and deterministic delivery for Claude Code's official Telegram Chan | 0 | Claude Code, Codex, OpenCode | 2 | 513 tok |
| masalinas/poc-ai-mcp-claude-code PoC Create MCP using Claude Code | 0 | Claude Code, Codex, OpenCode | 2 | 776 tok |
| ashishwarkhade/Telegraph-MCP AI-assisted BRICS cross-border payment/settlement system | 0 | Claude Code, Codex | 1 | — |
| hakandedotdev/simple-mcp-job-tracker Minimal job tracker with mcp server | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| ZainUlAbideen02/StackBridge-MCP | 0 | Codex, OpenCode | 1 | 799 tok |
| 1072636071/win-shell-mcp win-shell-mcp | 0 | Codex, OpenCode | 1 | 480 tok |
| GSA-TTS/mcp-server-usace-iwr MCP server for accessing the USACE IWR's open feature layers on ArcGIS | 0 | Claude Code, Codex | 2 | — |
| Ritesh-977/codegraph-mcp | 0 | Codex, OpenCode | 1 | 776 tok |
| namecallfilter/nodriver-mcp | 0 | Codex, OpenCode | 1 | 539 tok |
| peacenode/livepeer-agent A Livepeer coding agent built on Pi with Livepeer Agent MCP integration. | 0 | Codex, OpenCode | 1 | 249 tok |
| halaprix/bd-explore halaprix.github.io Ask a beads store questions, codegraph-style: verbatim beads + relationship neighborhoods | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,728 tok |
| SagaSmithAI/sagasmith-narrative System-neutral SagaSmith Narrative domain, MCP, Skills, and project generation | 0 | Claude Code, Codex, OpenCode | 2 | 396 tok |
| N0mansky/aws-auth Fast, intelligent AWS SSO authentication tool and Model Context Protocol (MCP) server for | 0 | Codex, OpenCode | 1 | 1,278 tok |
| vonpanda/schematic-mcp MCP server that enables AI agents to understand, query, and reason over hardware schematic | 0 | Codex, OpenCode | 1 | 911 tok |
| quzhiii/ai-disk-doctor-integrations Universal local Agent Skill and MCP integration for AI Disk Doctor | 0 | Claude Code, Codex, OpenCode | 2 | 1,130 tok |
| mlnima/browser-use-relay-mcp | 0 | Codex, OpenCode | 1 | 2,779 tok |
| olykov/node-red-contrib-mcp-server-readonly Read-only Node-RED MCP server package | 0 | Codex, OpenCode | 1 | 283 tok |
| Walessonrdreis/omie-mcp-v1.0 | 0 | Claude Code, Codex | 14 | — |
| andreasronge/ptc-fs-mcp A small filesystem MCP (protocol 2026-07-28) | 0 | Codex, OpenCode | 1 | 516 tok |
| tecof/tecof-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 251 tok |
| willTerner/baomihua-formatter-mcp A standalone Node.js MCP server for inspecting and operating on media files in OpenList an | 0 | Claude Code, Codex, OpenCode | 2 | 1,379 tok |
| chemisttt/tutu-mcp-kit tutu-mcp-kit.vercel.app Let's go! Tickets and hotels together. Hackathon Tutu MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 858 tok |