How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
kousen/junie-training Course materials for JetBrains Junie training 11 Claude Code, Codex, OpenCode 2 2,365 tok
mufasadb/code-grapher MCP server that provides a service for graph-ify-ing the codebase then retrieving from it 11 Claude Code 1 3,380 tok
datocms/astro-website 11 Claude Code 1 1,425 tok
craigsdennis/dynamic-worker-based-reports An AI Report generator that makes use of Cloudflare Dynamic Workers 11 Claude Code, Codex, OpenCode 10 2,110 tok
visusnet/trade-republic-mcp-server MCP server for Trade Republic – enables AI assistants to trade assets, check balances, and 11 Claude Code 3 1,241 tok
aasimsani/gwt-zsh Stupidly simple git worktree management - Smart branch naming, interactive pruning, and au 11 Claude Code, Codex, OpenCode 2 2,410 tok
fazer-ai/mcp-chatwoot MCP server for Chatwoot (TypeScript + Bun) 11 Claude Code 1 723 tok
yttrium400/reducethemtokens Compress any code repo into a compact skeleton to reduce LLM token usage. 90%+ reduction w 11 Claude Code 1 1,140 tok
gyc567/nuclaw A Rust implementation of OpenClaw - a personal AI assistant that runs securely in isolated 11 Claude Code, Codex, OpenCode 2 2,633 tok
PancrePal-xiaoyibao/mcp-pubmed-server-pancrpal An MCP tool that enables local agents to efficiently crawl PubMed papers via API; original 11 Claude Code 1 884 tok
dkyazzentwatwa/inkling-bot linktr.ee inkling -- the ai agent inside a raspberry pi. feed it chats & tasks. 11 Claude Code, Codex, Gemini CLI, OpenCode 3 10,046 tok
knyazev741/telegram-multi-thread-router Run multiple Claude Code sessions through Telegram forum topics. Each topic = isolated Cla 11 Claude Code, Codex, OpenCode 2 1,150 tok
jleechanorg/mcp_mail Fork of mcp_agent_mail - A mail-like coordination layer for coding agents 11 Claude Code, Codex, Gemini CLI, OpenCode 5 9,752 tok
creativec09/stm32 STM32 MCP Documentation Server with semantic search, Claude Code agents, and comprehensive 11 Claude Code 2 3,246 tok
dasch-swiss/dsp-tools docs.dasch.swiss A Python library and tools for the DSP-API 11 Claude Code 4 2,692 tok
ClickHouse/houseofagents 11 Claude Code, Codex, OpenCode 3 8 tok
motosan-dev/acp-cli Headless CLI client for the Agent Client Protocol (ACP) — Rust port of ACPX 11 Claude Code, Codex, OpenCode 2 2,207 tok
anhonestboy/agentflow Declarative language for multi-agent AI workflows. Compose .aflow files → MCP tools in Cla 11 Claude Code 1
hzeng-otterai/ai-course-example 11 Claude Code 2 1,184 tok
thedotmack/claude-commands Custom Claude Code commands for ~/.claude/commands/ 11 Claude Code 1 424 tok
badapplesdotdev/gtm-grid gtm-grid-web.vercel.app GTM Grid — local-first programmable GTM spreadsheet. Columns are functions. Source-availab 11 Claude Code, Codex, OpenCode 2 4,897 tok
VesselSense/signalk-mcp-server Signalk MCP Server 11 Claude Code 1 2,555 tok
jaehongpark-agent/claude-code-spinner-verbs 11 Claude Code 1 559 tok
tallclub/matimo matimo.dev Maximum AI Tools in Modular Object 11 Claude Code, Codex, OpenCode 2 2,462 tok
leixusam/foundry foundry.tryrobin.ai Foundry orchestrates parallel background Claude Code agents, using Linear as a todo list s 11 Claude Code, Codex, OpenCode 2 784 tok
focuscraft-ai/focuscraft-gtd Complete AI-powered GTD system for Claude Code 11 Claude Code 21 18,743 tok
lfnovo/harny A light-weight harness for Claude Code development 11 Claude Code, Codex, OpenCode 2 2,034 tok
jiwonMe/newpr jiwonme.github.io 11 Claude Code 1 770 tok
recca0120/code-quest 11 Claude Code 43 1 tok
terminalcraft/moltbook-mcp MCP server for Moltbook — the social network for AI agents 11 Claude Code, Codex, OpenCode 2 1,704 tok
nilupulk/claude-code-free Run Claude Code CLI for free using OpenRouter - No paid subscription needed 11 Claude Code, GitHub Copilot 2 1,106 tok
MrBenJ/fleet-commander Command a fleet of AI Agents via git worktrees 11 Claude Code, Codex, OpenCode 2 5,444 tok
the-cyber-boardroom/SGraph-AI__App__Send sgraph.ai The Agentic Team behind SG/Send 11 Claude Code 2
reizam/claude-md-templates Two ready-to-use CLAUDE.md templates (global + project) based on ETH Zurich research on co 11 Claude Code 1 238 tok
nandomoreirame/forja forja.web.app A dedicated GUI client for vibe coders. Not just another terminal: it's the forge where co 11 Claude Code, Codex, OpenCode 3 1,908 tok
UmaiTech/aura-llm-gateway aura-llm.dev High-performance Rust LLM gateway implementing the Open Responses API. Unified access to O 11 Claude Code, Codex, OpenCode 2 10,239 tok
MikeSquared-Agency/cortex Warren's Graph Memory Engine — embedded Rust knowledge graph with vector similarity, auto- 11 Claude Code, Cursor 2 2,326 tok
rudrankriyam/CodeDuck Inspired by Psyduck, an AI contributor to help me with side-projects 11 Claude Code 1 4 tok
MrRichSylvester/token-bleed 11 Claude Code, Codex, OpenCode 2 1,072 tok
Allra-Fintech/git-issue A console-based issue tracker for managing issues in your git repositories 11 Claude Code, Codex, OpenCode 2 2,708 tok
fardannozami/lapor-bot 11 Claude Code, Codex, Gemini CLI, OpenCode 4 341 tok
FilipeJesus/lanes 11 Claude Code 10 4 tok
az-scout/az-scout docs.az-scout.com Scout Azure regions for VM availability, zone mappings, pricing, spot scores, and quota — 11 Claude Code, Codex, GitHub Copilot, OpenCode 24 10,129 tok
mrkanitkar/playwright-praman praman.dev AI-First SAP UI5 Test Automation for Playwright 11 Claude Code, Codex, GitHub Copilot, OpenCode 13 9,282 tok
rossumai/rossum-agents stancld.github.io AI-powered Rossum orchestration: Document workflows conversationally, debug pipelines auto 11 Claude Code, Codex, OpenCode 19 3,218 tok
joho/pocketsmith-mcp npmjs.com MCP for managing your budget etc with pocketsmith 11 Claude Code 1 3,269 tok
Ar9av/AgentTower A real-time web UI for monitoring, searching, and controlling Claude Code and Codex CLI se 11 Claude Code, Codex, OpenCode 2 1,628 tok
nornscode/norns Durable execution for AI agents 11 Claude Code, Codex, OpenCode 2 1,434 tok
axiaoke/AiCoder AI-Native Multi-Agent Development Framework 11 Claude Code 1 2,108 tok
Celasha/Toolasha Tools for Milky Way Idle 11 Claude Code, Codex, OpenCode 2 2,420 tok