24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Thachx/dashboard-agent-mcp | 0 | Codex, OpenCode | 1 | 666 tok |
| praneshnikhar/gws_mcp mcp server for google workspace | 0 | Codex, OpenCode | 1 | 1,514 tok |
| yar822/tv_history_mcp TradingView MCP to get charts and bars for a particular date and time | 0 | Codex, OpenCode | 1 | 300 tok |
| Mistyovo/gdb-mcp | 0 | Codex, OpenCode | 1 | 326 tok |
| AndriiLavrekha/awesome-progress-tracker Project-local Markdown progress tracking for Codex, Claude Code, and MCP-compatible agents | 0 | Codex, OpenCode | 1 | 488 tok |
| Jairogelpi/belay-mcp Transaction firewall for AI agents. Preview, govern, verify and rewind MCP and native tool | 0 | Codex, OpenCode | 1 | 316 tok |
| ulinycoin/shadow-tg MCP server for public Telegram channels via t.me web preview — no MTProto, no api_id | 0 | Claude Code, Codex, OpenCode | 2 | 588 tok |
| ZachDreamZ/agent-api-gateway agent-api-gateway.onrender.com Structured web data for AI agents. One API call. $1 Starter Pack. Live: agent-api-gateway. | 0 | Codex, OpenCode | 1 | 2,123 tok |
| NannyKeeper/mcp-server nannykeeper.com MCP server and API examples for NannyKeeper — the household employer tax API. Calculate na | 0 | Claude Code, Codex, OpenCode | 2 | 536 tok |
| honlnk/picsense picsense.honlnk.com Picsense - vision-based image analysis MCP server with multi-turn iteration | 0 | Codex, OpenCode | 1 | 370 tok |
| lucas-r-manoguerra/AutoGodot MCP server for AI-driven Godot game development with Claude Desktop integration | 0 | Codex, OpenCode | 12 | 3,408 tok |
| zackbart/connecta A single MCP endpoint that aggregates downstream connectors behind a compact meta-tool int | 0 | Claude Code, Codex, OpenCode | 6 | 3,818 tok |
| sixflower666/claude-codex-orchestrator-mcp MCP server for orchestrating local Claude to Codex worker workflows on Windows. | 0 | Codex, OpenCode | 1 | 417 tok |
| GAJYA/customer-mcp-apps | 0 | Codex, OpenCode | 1 | 1,331 tok |
| masternazz/halo-windows Windows on-screen click guidance for AI coding agents (Claude Code + Codex): ask 'what do | 0 | Claude Code, Codex, OpenCode | 2 | 382 tok |
| sasuketorii/notebooklm_mcp_with | 0 | Claude Code, Codex, OpenCode | 2 | 103 tok |
| ql0202cocou/Worker-MCP | 0 | Codex, OpenCode | 1 | 1,373 tok |
| Rizz22/fireflyiii-mcp-daften | 0 | Claude Code, Codex, OpenCode | 3 | 7,788 tok |
| Guoyin-Wen/mcp-1panel Full-featured 1Panel MCP Server (handwritten in Python) - 543 tools covering all operation | 0 | Codex, OpenCode | 1 | 1,416 tok |
| creative-int/sagu-plugins sagu.app Sagu agent skills and MCP plugin manifests for Claude Code, Codex, Cursor, and other MCP-a | 0 | Claude Code, Codex, OpenCode | 2 | 708 tok |
| Cuti27/mcp-portainer-lite Lightweight MCP server for Portainer CE focused on Docker Swarm. Features stdio and HTTP t | 0 | Codex, OpenCode | 1 | 864 tok |
| edk4971/lyrion-mcp MCP server for controlling a Lyrion Music Server (LMS/Squeezebox) via LLMs | 0 | Codex, OpenCode | 1 | 923 tok |
| Jarzembak/calibremcp FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and ag | 0 | Claude Code, Codex, Cursor, OpenCode | 4 | 1,295 tok |
| vadapallimouli/scamshield ScamShield – WhatsApp fraud prevention assistant powered by NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| Aditya201206/Gapfinder Cypher X - Gap Finder AI Competitive Research Assistant Built on NitroStack MCP | 0 | Claude Code, Codex | 5 | — |
| Ritik-Sharma1/lnm-brain-public Self-hosted, persistent second-brain system for AI coding assistants — auto-capture, compr | 0 | Claude Code, Codex, OpenCode | 2 | 2,073 tok |
| 1308495420-dotcom/MCP-RAG | 0 | Claude Code, Codex | 9 | — |
| hehca42y1900/marketplace-mcp-my | 0 | Codex, Gemini CLI, OpenCode | 2 | 965 tok |
| jaisimha18/nebula-ninjas Sentinel Gateway — an MCP zero-trust gateway that sits in front of every internal MCP serv | 0 | Claude Code, Codex | 5 | — |
| zzhao-ashai/mcp-server-typescript-ms1xwj2n Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| zzhao-ashai/mcp-server-typescript-ms1zmvm7 Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| aiagate/memtree Local session-log memory for Codex and Claude Code, exposed through MCP | 0 | Codex, OpenCode | 1 | 119 tok |
| zzhao-ashai/mcp-server-typescript-ms1y5ib1 Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| zzhao-ashai/mcp-server-typescript-ms1ybxn7 Created from render-examples/mcp-server-typescript template | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| LeonardPuettmann/texbook-agent-mcp | 0 | Codex, OpenCode | 1 | 1,022 tok |
| sandraschi/bluesky-mcp FastMCP Bluesky / AT Proto client with SOTA webapp and a human-approved outbox for fleet p | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,199 tok |
| alessandrodalpozzo/sacred-texts-mcp A normalized, citable corpus of sacred and foundational texts across 15+ traditions, embed | 0 | Claude Code, Codex, OpenCode | 2 | 678 tok |
| HellButcher/devdocs-mcp KnowledgeBase MCP server for Developer Documentation | 0 | Codex, OpenCode | 1 | 663 tok |
| devjourney/unifi-mcp Personal fork of sirkirby/unifi-mcp with local security hardening | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 4,926 tok |
| shanewiseman/atlassian-mcp | 0 | Codex, OpenCode | 1 | 50 tok |
| TheNickSanchez/passkey-mcp Cross-platform secrets manager for AI coding assistants — stores secrets in system keychai | 0 | Claude Code, Codex, Cursor, OpenCode | 6 | 1,231 tok |
| GSA-TTS/mcp-server-blm-mlrs | 0 | Claude Code, Codex | 1 | — |
| MO-Umer977/MCP-Server-for-Airflow | 0 | Codex, OpenCode | 1 | 1,369 tok |
| teomanS/terraform-assistant bmad method created mcp for terraform script | 0 | Claude Code, Codex | 52 | — |
| BernydotJar/cloud-sandbox-mcp-v2 Persistent MCP-managed development workstations runtime | 0 | Codex, OpenCode | 1 | 1,068 tok |
| Anionix/datahub-okf-governed-query Fail-closed DataHub MCP and OKF governed query adapter | 0 | Codex, OpenCode | 1 | 379 tok |
| SIM-DAD/tass TASS Community Edition: deterministic, provenance-first text analysis for social scientist | 0 | Codex, OpenCode | 1 | 1,174 tok |
| rodcordeiro/habitica-mcp TypeScript MCP server for Habitica daily execution items (habits, dailies, todos) with con | 0 | Codex, OpenCode | 1 | 464 tok |
| MehrozeKhan73/MCP-Server-for-Airflow | 0 | Codex, OpenCode | 1 | 1,369 tok |
| dinglebear-ai/connexin Connexin — human-approved SSH shell and file transfer as an MCP App | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 265 tok |