How real projects configure their agents

32,024 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
op7418/CodePilot codepilot.sh A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, 6,448 Claude Code, Codex, OpenCode 2 6,636 tok
apache/iotdb iotdb.apache.org Apache IoTDB 6,391 Claude Code, Codex, OpenCode 4 4,041 tok
jeequan/jeepay jeequan.com Jeepay is an open-source payment system for internet companies, supporting multi-channel s 6,360 Claude Code 1 194 tok
Arthur-Ficial/apfel apfel.franzai.com The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat 6,356 Claude Code, Codex, OpenCode 3 7,080 tok
getsentry/XcodeBuildMCP xcodebuildmcp.com A Model Context Protocol (MCP) server and CLI that provides tools for agent use when worki 6,351 Claude Code, Codex, OpenCode 13 4,726 tok
flashinfer-ai/flashinfer flashinfer.ai FlashInfer: Kernel Library for LLM Serving 6,350 Claude Code, Codex, OpenCode 5 11,473 tok
Nukesor/pueue :stars: Manage your shell commands. 6,323 Claude Code, Codex, GitHub Copilot, OpenCode 3 529 tok
apify/apify-mcp-server mcp.apify.com The Apify MCP server enables your AI agents to extract data from social media, search engi 6,322 Claude Code, Codex, OpenCode 6 2,350 tok
apache/camel camel.apache.org Apache Camel is an open source integration framework with 350+ connectors. Write routes in 6,313 Claude Code, Codex, OpenCode 2 7,791 tok
ThinkInAIXYZ/deepchat deepchat.thinkinai.xyz 🐬DeepChat - A smart assistant that connects powerful AI to your personal world 6,310 Claude Code, Codex, OpenCode 7 453 tok
KunAgent/Kun kun-agent.com Local-first AI agent workspace for coding, writing, design, research, and automation — one 6,294 Claude Code, Codex, Cursor, OpenCode 13 2,603 tok
wechatsync/Wechatsync wechatsync.com Sync articles to multiple content platforms with one click, supporting Toutiao, WordPress, 6,281 Claude Code 4
Osmantic/ODS discord.gg Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, 6,262 Claude Code, GitHub Copilot 13 2,157 tok
nlweb-ai/NLWeb Main reference implementation for NLWeb, implemented in Python. 6,253 Claude Code 1 1,149 tok
RediSearch/RediSearch redis.io A query and indexing engine for Redis, providing secondary indexing, full-text search, vec 6,234 Claude Code, Codex, OpenCode 38 6,465 tok
Eigenwise/atomic-agents eigenwise.github.io Building AI agents, atomically 6,228 Claude Code, Codex, OpenCode 3 3,278 tok
reorx/httpstat curl statistics made simple 6,221 Claude Code, Codex, OpenCode 2 1,195 tok
uditgoenka/autoresearch udit.co Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired b 6,214 Claude Code, Codex, OpenCode 30 2,635 tok
czlonkowski/n8n-skills n8n-skills.com n8n skillset for Claude Code to build flawless n8n workflows 6,202 Claude Code 1 2,607 tok
Tencent/puerts PUER (普洱) Typescript. Let's write your game in UE or Unity with TypeScript. 6,199 Claude Code, Codex 1
basketikun/infinite-canvas canvas.best An open-source infinite canvas workspace for AI creation, integrating AI image generation, 6,196 Claude Code, Codex, OpenCode 3 2,960 tok
PrefectHQ/marvin marvin.mintlify.app an ambient intelligence library 6,193 Claude Code 1 462 tok
builderz-labs/mission-control mc.builderz.dev Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and ope 6,193 Claude Code 1 891 tok
Tencent/AI-Infra-Guard tencent.github.io A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, M 6,182 Claude Code, Codex, OpenCode 2 2,177 tok
anthropics/claude-code-security-review An AI-powered security review GitHub Action using Claude to analyze code changes for secur 6,176 Claude Code 1
rullerzhou-afk/clawd-on-desk A pixel desktop pet that watches Claude Code, Codex, Cursor & other AI coding agents — so 6,171 Claude Code, Codex, OpenCode 2 10,470 tok
gz-yami/mall4cloud mall4j.com ⭐️⭐️⭐️ Microservices mall system, Spring Cloud microservices mall, mini-program mall. 6,139 Claude Code, Codex 1
Helicone/helicone helicone.ai 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and expe 6,134 Claude Code, Codex, Cursor, OpenCode 3 5,269 tok
lightdash/lightdash lightdash.com Agentic BI. Analytics at the speed of code ⚡️ 6,122 Claude Code, Codex, OpenCode 21 6,922 tok
rivet-dev/actors rivet.dev Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative 6,118 Claude Code, Codex, OpenCode 41 10,806 tok
superplanehq/superplane superplane.com Open source factory for one-shot engineering 6,110 Claude Code, Codex, Cursor, OpenCode 17 3,037 tok
UfoMiao/zcf zcf.ufomiao.com Zero-Config Code Flow for Claude code & Codex 6,081 Claude Code, Codex, OpenCode 8 13,029 tok
trailhq/Graft graft.nanonets.ai Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with 6,073 Claude Code 1
tradesdontlie/tradingview-mcp AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop f 6,066 Claude Code 1 1,873 tok
ChrisWiles/claude-code-showcase Comprehensive Claude Code project configuration example with hooks, skills, agents, comman 6,061 Claude Code 19 509 tok
akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between diff 6,052 Claude Code, Codex, OpenCode 2 7,046 tok
Azure/azure-sdk-for-net This repository is for active development of the Azure SDK for .NET. For consumers of the 6,050 Claude Code, Codex, GitHub Copilot, OpenCode 24 3,574 tok
maildev/maildev maildev.github.io :mailbox: SMTP Server + Web Interface for viewing and testing emails during development. 6,044 Claude Code 1 731 tok
jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P 6,039 Claude Code, Codex, Gemini CLI, OpenCode 3 7,523 tok
drona23/claude-token-efficient One CLAUDE.md file. Keeps Claude responses terse. Reduces output verbosity on heavy workfl 6,014 Claude Code 3 82 tok
btraceio/btrace Production-safe dynamic tracing and diagnostics for Java applications—attach to live JVMs 5,994 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,439 tok
netease-youdao/LobsterAI lobsterai.youdao.com Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs 5,993 Claude Code, Codex, OpenCode 2 4,889 tok
jakubkrehel/skills jakub.kr A collection of agent skills that help you build a great interface. 5,982 Claude Code, Codex, OpenCode 2 3,177 tok
zhukunpenglinyutong/jetbrains-cc-gui plugins.jetbrains.com Jetbrains Claude Code and Codex GUI Plugin 5,963 Claude Code, Codex 1
genspark-ai/genoffice genoffice.ai Free, open-source alternative to Microsoft Office with built-in AI agents — Word (.docx), 5,922 Claude Code 1 834 tok
FlorianBruniaux/claude-code-ultimate-guide cc.bruniaux.com The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, q 5,918 Claude Code, Codex, GitHub Copilot, OpenCode 10 5,911 tok
fengshao1227/ccg-workflow ccg.fengshao1227.com Multi-model collaboration workflow engine — run /ccg:go with one command, and AI automatic 5,879 Claude Code, Codex 11 18,144 tok
ZSeven-W/openpencil op.zseven.tech The world's first open-source AI-native vector design tool and the first to feature concur 5,875 Claude Code, Codex, OpenCode 2 1,964 tok
MengTo/Skills Agent skills for designers and builders using Codex, Claude, Cursor, and other AI coding a 5,868 Claude Code 1 333 tok
sooperset/mcp-atlassian mcp-atlassian.soomiles.com MCP server for Atlassian tools (Confluence, Jira) 5,866 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,281 tok