How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
LYL1015/JarvisX-Cowork JarvisX-Cowork: Your First Personal AI Creative Assistant for Everyone! 139 Claude Code 1 —
dedalus-labs/dedalus-mcp-python docs.dedaluslabs.ai A simple and performant Model Context Protocol framework for Python. 139 Claude Code, Codex, OpenCode 2 1,699 tok
CUTEPKQ/NEWTON newton026.github.io NEWTON: Agentic Planning for Physically Grounded Video Generation 139 Claude Code 2 —
Polarityinc/zenith zenith.polarity.so Zenith: AI-agent-trace database in Rust, Worlds fastest database for FTS, trace loading, a 139 Claude Code 1 2,262 tok
ChuprinaDaria/Vibecode-Cleaner-Fartrun Not another AI reviewing AI. Rust-powered code scanner that actually reads your codebase — 139 Claude Code 1 113 tok
leox255/loopsy Cross-machine AI agent communication, plus a mobile app to control any terminal on your ma 139 Claude Code, Codex, Gemini CLI, OpenCode 3 4,150 tok
chongdashu/cc-skills-nanobananapro 139 Claude Code 5 481 tok
beava-dev/beava beava.dev Real-time decision features without streaming infra. Turn live events into product reflexe 139 Claude Code 1 —
vasu31dev/playwright-ts-template Playwright Typescript Automation testing framework Template is designed for Web (Desktop & 139 Claude Code 1 2,154 tok
glitchedgitz/grroxy grroxy.com A cyber security toolkit blending manual testing with AI Agents 139 Claude Code 1 2,932 tok
Flux159/mcp-chat npmjs.com Open Source Generic MCP Client for testing & evaluating mcp servers and agents 139 Claude Code 1 332 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 —
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
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
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 5,195 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
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 —
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
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
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 —
thearnavrustagi/marketmenow An agentic outbound marketing automation for startups (ClawCompatible) 138 Claude Code, Codex, OpenCode 2 6,328 tok
PrestaShop/hummingbird Default theme for PrestaShop 9.1+ 137 Claude Code, GitHub Copilot, Cursor, Windsurf 4 268 tok