How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Flux159/mcp-chat npmjs.com Open Source Generic MCP Client for testing & evaluating mcp servers and agents 139 Claude Code 1 332 tok
hackclub/burrow burrow.rs Burrow is a tool for burrowing through firewalls, built by teenagers at Hack Club. 139 Codex, OpenCode 1 447 tok
dukeluo/awesome-awesome-ai An awesome list for collecting awesome lists related to AI. 139 Claude Code 1 886 tok
sugarforever/01coder-agent-skills 139 Claude Code 1 811 tok
Kotlin/kotlinx-schema kotlin.github.io Kotlin Multiplatform library that generates JSON Schemas from your methods and classes bot 139 Claude Code, Codex, OpenCode 2 1,584 tok
BA-CalderonMorales/terminal-jarvis terminal-jarvis.com In the midst of all the tools out there that you can possibly use to keep track of them. H 139 Claude Code, Codex, OpenCode 7 2,206 tok
OPBR/build-claude-code mp.weixin.qq.com Build Claude Code from zero to one (learning edition) 139 Claude Code 1 2,206 tok
ai-hero-dev/cohort-003-project 139 Claude Code 2 —
genlayerlabs/subzeroclaw subzeroclaw.com An agent small enough to run anywhere. A minimal agentic runtime in C — ~380 lines, 54KB b 139 Claude Code 2 —
jianshuo/claude-skills 13 Claude Code skills for video production (transcribe / translate / dub / multicam / subt 139 Claude Code 1 —
uwaserver/uwas uwaserver.com Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HT 139 GitHub Copilot, Cursor, Windsurf 3 796 tok
JimLiu/decode-codex deobfuscate codex app code 139 Claude Code, Codex 2 —
contextform/freecad-mcp FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation 139 Claude Code 1 350 tok
LuciusChen/clutch Interactive Emacs database client for MySQL, PostgreSQL, SQLite, MongoDB, Redis, and JDBC. 139 Codex, OpenCode 1 2,838 tok
jacob-bd/the-ai-counsel The AI Counsel — Collective AI Intelligence through multi-model deliberation and persona-d 139 Claude Code, Codex, OpenCode 2 6,240 tok
techwolf-ai/ai-first-toolkit ai-first.techwolf.ai Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and 139 Codex, OpenCode 1 851 tok
DareDev256/fcp-mcp-server pypi.org MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut 139 Claude Code 1 7,432 tok
mstan/nesrecomp discord.gg NES game static recompiler ecosystem · Part of the R.A.I.D. community 139 Claude Code, Codex, OpenCode 2 3,286 tok
apache/magpie magpie.apache.org Agent-assisted maintainership and development framework for Apache projects — Triage, Ment 139 Claude Code, Codex, OpenCode 2 18,455 tok
longsizhuo/openInvest openinvest.involutionhell.com Research-grade investment decision engine for AI agents: isolated multi-agent committee, a 139 Claude Code, Codex, OpenCode 2 5,082 tok
gyorgysh/keepresso keepresso.com Keep your Mac awake on your terms. A native macOS menu-bar app with condition-based trigge 139 Claude Code 1 1,578 tok
nanoAgentTeam/research-claw A self-hosted AI assistant for academic research — manages your papers, searches literatur 138 Claude Code 1 833 tok
macrocosm-os/apex apex.macrocosmos.ai SN1: An incentive mechanism for internet-scale intelligence 138 Claude Code, Codex, OpenCode 2 3,150 tok
SawyerHood/omegacode Code based orchestration for any coding agent. 138 Claude Code, Codex 1 —
ntygod/ZhiWei A local-first personal AI Agent assistant supporting memory, autonomous tasks, tool author 138 Claude Code, Codex, Cursor, OpenCode 4 6,826 tok
evdenis/cvehound Check linux sources dump for known CVEs. 138 Claude Code, Codex, OpenCode 3 3,480 tok
adham90/ruby_llm-agents rubygems.org A Rails agent framework for RubyLLM — define AI agents with prompts, schemas, caching, log 138 Claude Code 2 4,346 tok
Mor-Li/ccblog 🚀 Production-Ready Multi-Agent System for WeChat Article Generation — an automated pipeli 138 Claude Code 11 1,270 tok
adamthewilliam/grepika 138 Claude Code, Codex, OpenCode 4 2,929 tok
maxwell2732/paper-replicate-agent-demo A structured Claude Code workflow for empirically replicating published research using UK 138 Claude Code 21 933 tok
nesszer/linear-cli A powerful CLI for Linear.app built with Rust 138 Claude Code, Codex, OpenCode 2 1,705 tok
YoLin02/ScriptFlow flow.yolin02.top ScriptFlow — Visual scriptwriting canvas for video editors, writers and content planners. 138 Codex, OpenCode 1 287 tok
ant-design/antd-skill 138 Codex, OpenCode 1 318 tok
Menfre01/waveloom A terminal Code Agent customized for DeepSeek prefix caching (pure Go), with a 95–99% cach 138 Claude Code, Codex, OpenCode 1 3,069 tok
jkudish/librarium librarium.si Send one research question to many search and AI sources and keep every answer with its ci 138 Claude Code, Codex 1 —
Upload-Post/avatar-mix Generate 16:9 & 9:16 videos with your HeyGen avatar, animated backgrounds (HyperFrames), m 138 Claude Code 1 —
DanielCardonaRojas/codemark danielcardonarojas.github.io A semantic code bookmarking system for humans and agents 138 Gemini CLI 1 345 tok
BaggaT236/AI-Trading-Skills Ai agent claude trading skills for disiplined, repeatable trading workflows with a modern 138 Claude Code 1 11,406 tok
spences10/my-pi my-pi.dev My Pi coding agent setup: secret redaction, LSP, searchable context, recall, telemetry, ob 138 Claude Code, Codex, OpenCode 9 847 tok
mendixlabs/mxcli mxcli.org Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for 138 Claude Code 4 7,017 tok
VoiceBlender/voiceblender voiceblender.org A programmable Voice AI platform: SIP and WebRTC call control, multi-party mixing, recordi 138 Claude Code 1 1,612 tok
SailingLoong/LoongPort loongport.dev A dedicated enhanced version of cc-switch for API relay providers, eliminating the hassle 138 Codex, OpenCode 1 9,403 tok
render-oss/cli render.com The Official Render CLI 138 Codex, OpenCode 1 1,957 tok
dtzp555-max/ocp Turn your Claude Pro/Max subscription into an OpenAI-compatible API for your IDEs and devi 138 Claude Code, Codex, OpenCode 11 21,464 tok
AtlasOmnia/donna-starter hermesagenttools.com Donna — a starter Hermes Agent profile: opinionated persona, 73 curated skills, guided fir 138 Codex, OpenCode 1 507 tok
prometheus/prometheus-mcp MCP server for LLMs to interact with Prometheus 138 Claude Code, Codex, OpenCode 2 2,537 tok
ptweezy/cronstable demo.cronstable.com A job scheduler with retries, alerts, saved run history, workflows, and dashboards for sin 138 Claude Code, Codex, OpenCode 2 422 tok
microsoft/AutoGenesis AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol ( 138 Claude Code, Codex 2 —
sergebulaev/facebook-skills cccrafts.ai Facebook Pages marketing skills for Claude Code and Codex: high-share posts, hooks, engage 138 Claude Code, Codex, OpenCode 2 4,803 tok
labtether/labtether labtether.com LabTether 138 Claude Code, Codex, OpenCode 2 1,956 tok