How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
akutishevsky/nutrition-mcp nutrition-mcp.com A remote MCP server for personal nutrition tracking — log meals, track macros, and review 57 Claude Code 1 11,933 tok
tuxevil/tuxevil-rotator Multi-provider, multi-account AI proxy rotator with per-model routing, quota tracking, and 57 Claude Code, Codex, OpenCode 5 848 tok
Czarnak/tia-portal-mcp Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA 57 Claude Code, Codex, OpenCode 2 1,968 tok
dslsdzc/rev-skills 121 reverse-engineering AI skills (publishable and cross-platform): malware analysis / sof 57 Claude Code, Codex, OpenCode 2 4,581 tok
joshsymonds/claude-code-ntfy Claude Code bridge to ntfy.sh 57 Claude Code 1 1,537 tok
kkrt-labs/cairo-m The Mobile first, Cpu AIR (aka zkVM), using M31 and Stwo's Max power 57 Claude Code 5 1,609 tok
Growth-Circle/cadis Rust-first, local-first multi-agent runtime with a desktop HUD, policy-gated tools, voice, 56 Claude Code, Codex, OpenCode 2 534 tok
eullm/eullm eullm.eu Open-source platform for creating, distributing and running sovereign EU-compliant LLMs. V 56 Claude Code 1
AtomNotShy/factor_mining A systematic factor-mining system that provides data-driven decision support for quantitat 56 Claude Code, Codex, OpenCode 4 5,962 tok
Dcatfly/weixin_claude_code WeChat Channel plugin for Claude Code — bidirectional messaging between WeChat and Claude 56 Claude Code 1 583 tok
wbingli/zsh-claudecode-completion Minimal zsh completion plugin for Claude Code CLI 56 Claude Code 1 642 tok
KimYx0207/GoalPro aiking.dev Intent amplification and Goal Contract protocol: a goal Skill for Codex and Claude Code 56 Claude Code, Codex 1
kimsanguine/AI_PM Practical AI PM guide — an 8-part curriculum for redesigning PM workflows with Claude Code 56 Claude Code 4 1,438 tok
netil/oh-my-hi 👋 Claude Code & Codex harness insights dashboard — visual catalog and token analytics for 56 Claude Code 1 1,985 tok
JustasMonkev/mcp-accessibility-scanner npmjs.com An MCP (Model Context Protocol) server for performing accessibility audits on webpages usi 56 Claude Code, Codex, OpenCode 3 534 tok
xin-lai/CodeSpirit CodeSpirit is a revolutionary full-stack low-code + AI development framework that achieves 56 Claude Code, Codex, Cursor, OpenCode 48 1,352 tok
kylehughes/the-unofficial-swift-concurrency-migration-skill The Swift Concurrency Migration Guide, packaged as a Skill for LLMs. 56 Claude Code 1 1,031 tok
brentmid/evernote-mcp-server Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to query your not 56 Claude Code 1 2,299 tok
microsoft/BC-Bench microsoft.github.io Inspired by SWE-Bench, for Business Central (AL) ecosystem. 56 Claude Code, Codex, GitHub Copilot 3 890 tok
SumonMSelim/agentguard Universal security guardrails and workflow policies for AI coding agents. 56 Claude Code 1 1,489 tok
shantanukhond/YT-Assets youtube.com This repository contains code snippets, steps and other artifacts used in the youtube vide 56 Claude Code 1
wilingna/ai-ppt-toolkit ai-ppt-toolkit.vercel.app Complete workflow for creating PPTs with the NotebookLM + Gemini + Gamma trio 56 Claude Code 1
Synthesys-Lab/agentize AI-powered SDK for Software Development 56 Claude Code, Codex, OpenCode 6 723 tok
vichannnnn/ccstart Quick setup for projects or repositories using Claude Code with built-in agents, ticket sy 56 Claude Code 1 1,381 tok
vinzenz/prd-breakdown-execute 56 Claude Code 27 1,849 tok
TidyBot-Services/Tidybot-Universe 56 Claude Code 1 6 tok
gopherguides/hype Hype is a document generation tool used to rapidly create, maintain, and reuse documentati 56 Claude Code, Codex, OpenCode 3 797 tok
sabernagato/Context-Engineering-Intro-ZH Translation of the original repository: https://github.com/coleam00/Context-Engineering-In 56 Claude Code 3 854 tok
nclamvn/openclawvn OpenClaw Vietnam Edition - AI Gateway Platform with Vietnamese localization 56 Claude Code, Codex, OpenCode 2 4,390 tok
rbarcante/claude-conductor 56 Claude Code 1 984 tok
HazelnutParadise/insyra insyra.hazelnut-paradise.com Not just an alternative to Pandas in Go. A next-generation data analysis library for Golan 56 Claude Code, Codex, GitHub Copilot, OpenCode 35 5,481 tok
Advance-Technologies-Foundation/clio creatio.com Command Line Interface for Сreatio platform 56 Claude Code, Codex, GitHub Copilot, OpenCode 42 12,433 tok
alfonsograziano/auto-agent 56 Claude Code 2
Epsilondelta-ai/pi-web A web UI for viewing and controlling the local pi coding agent in your browser. 56 Claude Code, Codex, OpenCode 2 905 tok
kshivang/BossTerm bossterm.com Pure Kotlin Terminal Emulator. Works with SSH and PTY. 56 Claude Code, Codex, OpenCode 2 4,018 tok
YeSongYun/openclaw-cn Chinese-localized version of clawdbot-dmxapi 56 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,538 tok
oculus-samples/Unity-InteractionSDK-Samples Sample projects to showcase the Unity Meta XR Interaction SDK. 56 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,117 tok
geongeorge/nakedclaw Your own personal AI assistant. AI that rewrites itself. 56 Claude Code 1 1,366 tok
benoitc/livery High-performance HTTP/1.1, HTTP/2, HTTP/3 server for Erlang/OTP 27+ 56 Claude Code, Codex, OpenCode 2 1,526 tok
andrewhopper/dotai Tired of scattered Cursor files and messy AI projects? .ai gives you streamlined governanc 56 Claude Code 1 814 tok
say828/claude-router Claude-router is a best project for using open model in claude-code 56 Claude Code, Gemini CLI 2 2,754 tok
8ddieHu0314/Skill-Lab skill-lab.dev Agent Skills Evaluation Framework 56 Claude Code 1 3,027 tok
l3lackcurtains/trading-ops 📈 Framework-driven trading workspace in Claude Code — one slash command scans stocks, cry 56 Claude Code 11 2,279 tok
LucasDuys/forge lucasduys.github.io Turn a one-line idea into a branch with tested, reviewed, committed code. The brainstorm-t 56 Claude Code, Codex, OpenCode 2 4,043 tok
ActiveCampaign/postmark-mcp postmarkapp.com Official Postmark MCP server by ActiveCampaign — 24 tools to send, template, search, and d 56 Claude Code 1 2,030 tok
KeloYuan/Niki-AI 🧠 Obsidian plugin that embeds Claude Code as an AI writing companion — smart context, und 56 Claude Code 1 1,068 tok
Othmane-Khadri/gtm-engineer-playbook gtm-engineer-playbook.vercel.app 10 installable Claude Code skills that turn your terminal into a GTM command center. ICP b 56 Claude Code 10
fattail4477/claw-decode clawdecode.net Decoding Claude Code's leaked 512K-line source — hidden features, 43 tool definitions, sys 56 Claude Code 1 763 tok
GXDEVS/grouter grouter.gxdevs.com Universal AI router — OAuth + API Key providers behind one OpenAI-compatible endpoint. 56 Claude Code, Codex, OpenCode 4 3,917 tok
htlin222/robust-lit-review Automated systematic literature review pipeline generating publication-ready manuscripts f 56 Claude Code 4 492 tok