How real projects configure their agents

43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
MTLHARRISON/itglue-mcp 0 GitHub Copilot 1 858 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
apifymcpfactory-droid/tech-stack-detector-mcp Website Technology Detector MCP server — detect CMS/framework/ecommerce/analytics/CDN via 0 Claude Code 1 959 tok
smlfg/hai-mcp human-agent-interface.com Open-source MCP control-plane implementation of Human Agent Interface (HAI) by Samuel Flei 0 Codex, OpenCode 1 141 tok
mrosano1987/git-daily-review Automated daily AI code review for any Git repo — CLI, scheduler, and MCP server. AGPL-3.0 0 Claude Code 1 —
OmriH-Elister/job-search-mcp 0 Claude Code, Codex, OpenCode 2 1,485 tok
genericService/imessage-mcp-server iMessage MCP Server over HTTP/HTTPS and SSE for macOS 0 Gemini CLI 1 533 tok
CoreframeLabs/mcp-auth-template 0 Claude Code 1 972 tok
Shreyas-Profile/telegram-mcp Paperloft skill: telegram-mcp 0 Claude Code 1 808 tok
Cladios34/mtg-mcp-server MTG MCP server (Scryfall, EDHREC, Commander Spellbook, Moxfield) - maintained standalone w 0 Claude Code 8 5,251 tok
Shreyas-Profile/cron-mcp Paperloft skill: cron-mcp 0 Claude Code 1 733 tok
Shreyas-Profile/docs-mcp Paperloft skill: docs-mcp 0 Claude Code 1 922 tok
Shreyas-Profile/browser-mcp Paperloft skill: browser-mcp 0 Claude Code 1 523 tok
Shreyas-Profile/tor-mcp Paperloft skill: tor-mcp 0 Claude Code 1 674 tok
feelyourprotocol/mcp-gateway MCP gateway 0 Codex, OpenCode 1 776 tok
Holysmiles/LH_RAG_MCP_server This is my first project of the rag and MCP, at first, I just use RAG and MCP. But I will 0 Claude Code, Codex 9 —
MarcinHamiga/code-indexing-mcp Local-only Tree-sitter code indexer exposed over MCP 0 Codex, OpenCode 1 113 tok
chanys/mcp-town-explorer 0 Claude Code 2 395 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
SamWongML/testing-mcp 0 Claude Code, Codex 5 1,380 tok
apifymcpfactory-droid/sanctions-screening-mcp Sanctions Screening MCP server (OFAC/EU/UK/UN) — hosted on MCPize 0 Claude Code 1 746 tok
jodycloutier/mcp-server-python-mrwpun0u Created from render-examples/mcp-server-python template 0 Claude Code, Codex, OpenCode 2 841 tok
automatizatodo/capforge capforge.dev MCP server that makes AI agents get SAP CAP/CDS and UI5 right: modern scaffolding + a real 0 Claude Code 1 629 tok
yangxt65535/gitcode-mcp Node.js-based Gitcode MCP server 0 Codex, OpenCode 1 982 tok
kevlasher/todoist-mcp Todoist MCP server 0 Claude Code 1 —
lucasmaher-hash/touch-designer-mcp 0 Claude Code, Codex, OpenCode 3 7,962 tok
Heytish-V/factory-supervisor-mcp 0 Claude Code, Codex 5 —
SafalBhandari12/stuck-order-mcp stuck-order-mcp.vercel.app 0 Claude Code, Codex, OpenCode 2 79 tok
luannn010/obsidianconnector Local Obsidian MCP server and project context tools 0 Codex 1 —
peterkolbe/ableton-for-ai Ableton for AI is the bridge between your DAW and AI models. It makes Ableton projects hea 0 Codex, OpenCode 1 2,455 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 1,734 tok
seanGSISG/onenote-mcp Modern MCP server for Microsoft OneNote with device-code authentication 0 Codex, OpenCode 1 787 tok
moisesbritez92/canvas-mcp MCP con la intencion de que la IA haga diseños en CANVAS 0 Claude Code 1 —
emguide/headless-obsidian-mcp Node powered MCP server with ripgrep-powered search and note reading capabilities for Obsi 0 Claude Code 2 25,068 tok
apifymcpfactory-droid/eu-vat-validator-mcp EU VAT Validator MCP server (VIES) — validate & bulk-check EU/XI VAT numbers, hosted on MC 0 Claude Code 1 890 tok
NexgenSystemsMX/scopegate Ephemeral credentials & persistent MCP connections for coding agents — the agent never hol 0 Claude Code, Codex, OpenCode 2 3,678 tok
ceweldy/bambu-printer-mcp Privacy-conscious multi-printer MCP server for Bambu Lab 3D printers 0 Claude Code, Codex, OpenCode 2 328 tok
jbresolin/plane_pages_mcp 0 Claude Code 1 —
than/things-mcp Things 3 MCP server for macOS: read via things.py, write via the URL scheme. 0 Claude Code 3 177 tok
ck3938700-ship-it/anjian-agent Local-first, authorization-gated web security assessment agent with MCP, Claude Code, loca 0 Claude Code 1 1,058 tok
Books-QAQ/Windows-MCP 0 Claude Code 1 588 tok
Thachx/dashboard-agent-mcp 0 Codex, OpenCode 1 238 tok
ofirbuchshtav-lgtm/claude-archive ofirbuchshtav-lgtm.github.io The Claude Archive — a site for AI. Scored knowledge by Claudes, for Claudes. You take — a 0 Claude Code 2 1,077 tok
WEYERSK/Google-Ads-MCP Local stdio MCP server for full Google Ads campaign management: GAQL reads plus typed writ 0 Claude Code 1 1,461 tok
yar822/tv_history_mcp TradingView MCP to get charts and bars for a particular date and time 0 Codex, OpenCode 1 300 tok
Greta221/cf-mcp-traffic A local stdio MCP server that exposes Cloudflare HTTP traffic and firewall analytics to Cl 0 Claude Code 1 —
tmlksu/jupyter-rmcp Self-hosted MCP server: interactive Jupyter for Claude, with optional Google Colab GPU off 0 Claude Code 1 1,526 tok
nori1173-ops/timetracker-rx-mcp An unofficial MCP server for operating the TimeTracker RX REST API from AI tools such as C 0 Claude Code 5 —
AndriiLavrekha/awesome-progress-tracker Project-local Markdown progress tracking for Codex, Claude Code, and MCP-compatible agents 0 Codex, OpenCode 1 488 tok