How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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
MarsTechHAN/Muxloom A terminal-native control plane for persistent Codex, Claude Code, and shell sessions acro 11 Codex, OpenCode 1 3,793 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
qiaolei81/copilot-session-viewer 🔍 Web UI for GitHub Copilot session logs - visualize events, analyze timelines, get AI in 11 Codex, OpenCode 1 1,474 tok
dasch-swiss/dsp-tools docs.dasch.swiss A Python library and tools for the DSP-API 11 Claude Code 4 2,692 tok
ruihanglix/clawcenter clawcenter.ruihangli.com An AI coding assistant for using multiple working directories simultaneously in WeChat — C 11 Codex, OpenCode 1 1,871 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
Vanclief/agent-composer Vendor agnostic framework for building LLM agents 11 Codex, OpenCode 1 273 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
wahl-chat/wahl-chat-app wahl.chat Source code of the wahl.chat platform. Our mission: Make politics more accessible. 11 Codex, OpenCode 1 7,871 tok
swigerb/squad-pod Pixel art office where your Squad AI agents come to life as animated characters — adapted 11 GitHub Copilot 1 1,126 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
flexcompute/tidy3d-docs docs.simulation.cloud Documentation for Tidy3D 11 Codex, OpenCode 1 1,177 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
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
crambon/AutoCadMcp 11 GitHub Copilot 1 1,302 tok
styrene-lab/lipstyk Anti-AI-slop code analysis — detects machine-generated code patterns across Rust, TS/JS, P 11 Codex, OpenCode 1 1,432 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
intelligentcode-ai/intelligent-code-agents Intelligent Code Agents (ICA): portable skills, workflows, and installers for multiple AI 11 Codex, OpenCode 1 626 tok
FilipeJesus/lanes 11 Claude Code 10 4 tok
arniesaha/agentweave Agent runtime observability and provenance layer for multi-agent AI. Trace decisions, cost 11 Codex, OpenCode 1 519 tok