How real projects configure their agents

23,799 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
motozero/repofinder.io repofinder.io Find maintained open source repositories that complement your project, built with Codex an 0 Claude Code, Codex, OpenCode 3 510 tok
dylansantwani/openbrowser openbrowser.pulse-core.com Browser automation for AI agents - a Chrome extension plus a zero-dependency MCP server th 0 Claude Code, Codex, OpenCode 2 14,684 tok
Nagi-Inaba/pmgs-reference A versioned patent classification reference for accessing JPO PMGS data from Codex, Claude 0 Codex, OpenCode 1 1,441 tok
zaimokuza-yoshiteru/atlassian-server-mcp npmjs.com Unified stdio MCP server for Jira, Confluence, and Bitbucket Data Center — 499 policy-gate 0 Codex, OpenCode 1 2,031 tok
kyeshmz/ntfy-cf Workers-native ntfy-compatible notifications with Durable Objects, WebSockets, service-bin 0 OpenCode 1 —
nympheon/grok-MCP An unofficial single-user Grok search MCP service deployed on Cloudflare Workers 0 Codex, OpenCode 1 2,486 tok
PugzUI/axom 0 Codex, OpenCode 1 35 tok
stromy-org/stromy-workflows-mcp OAuth-scoped MCP facade for hosted Stromy workflow execution 0 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,753 tok
aurelius86/engram Self-hosted, governed long-term memory for teams of AI agents — MCP-native, with hybrid re 0 Codex, OpenCode 1 1,772 tok
OmriH-Elister/job-search-mcp 0 Claude Code, Codex, OpenCode 2 2,429 tok
feelyourprotocol/mcp-gateway MCP gateway 0 Codex, OpenCode 1 927 tok
MarcinHamiga/code-indexing-mcp Local-only Tree-sitter code indexer exposed over MCP 0 Codex, OpenCode 1 118 tok
Hybridenishi/foundryvtt-mcp Personal MCP server for Foundry VTT v14 — connects Hermes to Foundry over Socket.IO with a 0 Codex, OpenCode 1 1,047 tok
jodycloutier/mcp-server-python-mrwpun0u Created from render-examples/mcp-server-python template 0 Claude Code, Codex, OpenCode 2 841 tok
yangxt65535/gitcode-mcp Node.js-based Gitcode MCP server 0 Codex, OpenCode 1 982 tok
lucasmaher-hash/touch-designer-mcp 0 Claude Code, Codex, OpenCode 3 7,962 tok
SafalBhandari12/stuck-order-mcp stuck-order-mcp.vercel.app 0 Claude Code, Codex, OpenCode 2 79 tok
KanonZombie/emulator-mcp 0 Claude Code, Codex, OpenCode 3 584 tok
mwillbanks/ast-mcp mwillbanks.github.io @mwillbanks/ast-mcp is a zero-trust MCP write boundary for coding agents. It combines dete 0 Codex, OpenCode 1 810 tok
ceweldy/bambu-printer-mcp Privacy-conscious multi-printer MCP server for Bambu Lab 3D printers 0 Claude Code, Codex, OpenCode 2 328 tok
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
dvaJi/elysiajs-mcp 0 OpenCode 1 —
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
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
hehca42y1900/marketplace-mcp-my 0 Codex, Gemini CLI, OpenCode 2 965 tok
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