24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| a895150154-star/ai-video-studio-agent Local AI video-production console with HyperFrames or Remotion, MCP, and isolated workers | 0 | Codex, OpenCode | 1 | 1,262 tok |
| ruanderson1/MCP-Server | 0 | Codex, OpenCode | 1 | 332 tok |
| Akshit1018/S.HiveDesk Open-source AI ERP desk with confirm-before-write agents. CRM, stock, accounts, HR. Frappe | 0 | Codex, OpenCode | 1 | 9,260 tok |
| Dizko-Labs/dizko-mcp mcp.dizko.app Live city-event tools for AI agents through the Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 430 tok |
| JoinSyndicate/hypercrawl Self-hosted, cookie-aware web-automation engine — turns any site into MCP tools, runs head | 0 | Claude Code, Codex, OpenCode | 3 | 532 tok |
| uhvogala/azure-devops-mcp-vscode | 0 | Codex, OpenCode | 1 | 278 tok |
| srmackey/insitu Insitu gives an AI client a vault of reusable guidance and composes the right piece for th | 0 | Claude Code, Codex, OpenCode | 2 | 1,001 tok |
| Noctree/unity-manual-mcp An MCP server for serving local installations of the Unity documentation | 0 | Codex, OpenCode | 1 | 1,249 tok |
| ikeike443/fatsecret-mcp fatsecret-mcp.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 725 tok |
| XiaotaoGuo/qbittorrent-readonly-mcp Local stdio-only, strictly read-only MCP server for qBittorrent | 0 | Codex, OpenCode | 1 | 274 tok |
| Salatik98/tilda-mcp Pre-alpha research harness for a safe, machine-verifiable Tilda control plane. | 0 | Codex, OpenCode | 1 | 423 tok |
| jamesdsizemore/rush-cli Agentic code-quality CLI and local stdio MCP server for coding agents. | 0 | Codex, Gemini CLI, OpenCode | 2 | 5,519 tok |
| gastonrey/licita-app EU Tenders | 0 | Codex, OpenCode | 1 | 988 tok |
| lfegg/character-recognize-mcp | 0 | Codex, OpenCode | 1 | 452 tok |
| VIBHORE-LAB/jd-mcp | 0 | Claude Code, Codex | 1 | — |
| 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 | 5,206 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 |
| 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 |
| 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 |
| 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 | Codex, OpenCode | 1 | 861 tok |
| pilotariak/azkena The Pilotariak MCP server | 0 | Codex, OpenCode | 1 | 2,658 tok |
| sparko161-droid/pyrus_mcp_bd_complect | 0 | Codex, OpenCode | 1 | 776 tok |
| hemanthx446/ppt-mcp-server | 0 | Claude Code, Codex | 7 | — |
| Cuti27/mcp-arr-lite Lightweight MCP server for Radarr and Sonarr with granular tools: lookup, add, search rele | 0 | Codex, OpenCode | 1 | 915 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 |
| Daemon-Killer/prospective-memory Phone-first capture + MCP pull for open tasks. Sibling of google-activity-assistant. | 0 | Codex, OpenCode | 1 | 178 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 |