How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mattrobinsonsre/terrapod Self-hosted, open-source platform for OpenTofu, Terraform, Pulumi and Ansible — a Terrafor 266 Codex, OpenCode 1 20,463 tok
Evokoa/pgContext A full AI search engine, built into Postgres. 266 Codex, OpenCode 1 1,455 tok
osovv/grace-marketplace GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI cod 266 Claude Code, Codex, OpenCode 3 671 tok
changeroa/StyleGallery describe useful style patterns 266 Codex, OpenCode 1 2,541 tok
akiselev/ghidra-cli Automate Ghidra reverse engineering from the command line — headless analysis, decompilati 266 Claude Code, Codex, OpenCode 4 767 tok
michellzappa/headroom Local-first AI coding quotas and ship status, on your menu bar, iPhone, Watch and an ESP32 265 Claude Code, Codex, OpenCode 3 8,036 tok
sidorares/react-x11 sidorares.github.io React renderer with X11 as a target 265 Codex, OpenCode 1 32,484 tok
spkane/freecad-addon-robust-mcp-server spkane.github.io The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon 265 Codex, OpenCode 1 20,511 tok
gavischneider/awesome-llm-wiki A curated list of foundational blueprints, functional frameworks, and technical guides for 265 Codex, OpenCode 1 42 tok
wangmiaozero/pi-harness wangmiaozero.github.io The operational superset of Pi Coding Agent—everything in Pi, plus observability, governan 265 Claude Code, Codex, OpenCode 2 364 tok
divinevideo/divine-mobile 264 Claude Code, Codex, OpenCode 6 23,315 tok
QVerisAI/qveris-agent-toolkit qveris.ai Bring professional data and tools to the AI you already use: open-source MCP, CLI, SDKs, s 264 Claude Code, Codex, OpenCode 2 2,167 tok
xberg-io/liter-llm docs.liter-llm.xberg.io One API for every LLM: 170+ providers through one client, with a Rust core and native bind 264 Claude Code, Codex 3 —
linearis-oss/linearis npmjs.com CLI tool for Linear.app with JSON output, smart ID resolution, and optimized GraphQL queri 264 Claude Code, Codex, OpenCode 2 2,384 tok
machina-sports/sports-skills sports-skills.sh Open-source agent skills for live sports data and prediction markets. Football, F1, Kalshi 264 Claude Code, Codex, OpenCode 2 555 tok
xiangyugongzuoliu/awesome-rss-feeds-list xiangyugongzuoliu.com 🌐 The most comprehensive collection of RSS feeds on the entire web 264 Claude Code, Codex, OpenCode 2 264 tok
miantiao-me/cloud-claw Run OpenClaw with One Click on Cloudflare Containers to Create Your Personal Agent 263 Codex, OpenCode 1 1,532 tok
Peiiii/nextclaw nextclaw.io A human-centered long-term AI partner—not a task-centered assistant. 263 Claude Code, Codex, OpenCode 47 3,167 tok
pssah4/vault-operator pssah4.github.io Real AI agent for your vault. Coworker, Copilot & thinking partner, that maintains your me 263 Codex, OpenCode 1 1,496 tok
finos/git-proxy git-proxy.finos.org Deploy custom push protections and policies on top of Git 263 Claude Code, Codex, GitHub Copilot, OpenCode 19 2,493 tok
LambdaTest/kane-cli testmuai.com Kane CLI by TestMu AI (Formerly LambdaTest) 263 Claude Code, Codex 1 —
corosolto/client corosolto.com.br FPS satírico de navegador: 5 facções brasileiras caricatas, 44 personagens, 5 mapas e 26 a 263 Claude Code, Codex, OpenCode 27 6,150 tok
yuque/yuque-mcp-server Yuque MCP Server - Model Context Protocol server for Yuque API 263 Codex, OpenCode 1 714 tok
Melvynx/aiblueprint aiblueprint-docs.vercel.app AIBlueprint CLI for setting up Claude Code configurations 263 Claude Code, Codex, OpenCode 3 1,261 tok
gameknife/gkNextEngine gameknife.github.io gkNextEngine: cross platform 3D game engine written in modern c++ and vulkan with modern r 263 Claude Code, Codex, OpenCode 2 8,586 tok
idavidov13/agentic-playwright Production-grade Playwright + TypeScript Scaffold for Agentic Testing. Harness for all maj 263 Claude Code, Codex, OpenCode 4 1,701 tok
Finesssee/ProxyPilot Windows-native CLIProxyAPI fork with TUI, system tray, and multi-provider OAuth for AI cod 262 Claude Code, Codex, OpenCode 2 1,062 tok
cloudinary/pycloudinary cloudinary.com Upload, transform, optimize, and manage images and videos with Cloudinary from Python or D 262 Claude Code, Codex, OpenCode 2 1,559 tok
angristan/netclode stanislas.blog Self hosted cloud coding agent with k3s + kata containers + cloud hypervisor microVMs + ta 262 Codex, OpenCode 1 2,358 tok
fugazi/test-automation-skills-agents A practical library of agents, instructions, and skills designed specifically for QA Autom 262 Claude Code, Codex, OpenCode 2 1,789 tok
ant-design/ant-design-cli ant.design Ant Design on your command line. Query component knowledge, analyze project usage, and g 261 Claude Code, Codex, OpenCode 2 4,070 tok
ATOM00blue/machine-learning-library Custom APRL machine-learning algorithm + a curated ML knowledge base of 923 papers, lectur 261 Claude Code, Codex, OpenCode 2 1,399 tok
adcontextprotocol/adcp Docs and reference implementation for the Ad Context Protocol 261 Claude Code, Codex, OpenCode 31 254 tok
yzhao062/anywhere-agents anywhere-agents.readthedocs.io One config to rule all your AI agents: portable (every project, every session), effective 261 Claude Code, Codex, OpenCode 3 12,784 tok
getsentry/dotagents dotagents.sentry.dev 261 Claude Code, Codex, OpenCode 3 1,028 tok
shinshin86/live2d-add-motion-sample-web-ui Add new motions to a Live2D model by editing JSON only, without Cubism Editor, with a brow 261 Claude Code, Codex, OpenCode 2 8,836 tok
smaramwbc/statewave statewave.ai Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles 260 Codex, OpenCode 1 1,020 tok
axa-group/oauth2-mock-server npmjs.com A development and test oriented OAuth2 mock server 260 Codex, GitHub Copilot, OpenCode 2 2,265 tok
originalankur/GenerateAgents.md Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive lan 260 Codex, OpenCode 1 3,246 tok
DMontgomery40/mcp-3D-printer-server dmontgomery40.github.io Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klipper, Duet, 260 Claude Code, Codex, OpenCode 2 2,371 tok
quailyquaily/aqua mistermorph.com Aqua, a cli message tool for AI agents 259 Codex, OpenCode 1 567 tok
isbeorn/nina nighttime-imaging.eu N.I.N.A. (Nighttime Imaging 'N' Astronomy) - Advanced astrophotography sequencing software 259 Claude Code, Codex, OpenCode 3 1,359 tok
BlockRunAI/awesome-finance-mcp A curated list of MCP servers for AI finance agents 259 Codex, OpenCode 1 829 tok
RealSeaberry/AutoMCM-Pro Full-stack automated mathematical modeling competition Skill, supporting Claude Code / Cod 259 Claude Code, Codex 4 —
ThHanke/ontosphere thhanke.github.io Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL en 259 Claude Code, Codex, OpenCode 2 3,803 tok
69gg/Undefined QQ bot platform with cognitive memory architecture and multi-agent Skills, via OneBot V11. 258 Claude Code, Codex, OpenCode 2 7,066 tok
yucchiy/UniCli A CLI tool to control Unity Editor - enabling both humans and AI agents to run compilation 258 Claude Code, Codex 3 6,796 tok
badlogic/pi-share-hf Collect, review, and upload redacted pi session files to a Hugging Face dataset 258 Codex, OpenCode 1 241 tok
Dictation354/paper-fetch-skill Fetch papers as agent-ready markdown — DOI/URL/title in, structured full text out. CLI · M 258 Codex, OpenCode 1 965 tok
Meterless/Meterless meterless.ai Turn your Mac or DGX Spark into an AI hotspot. Nightshift races hundreds of attempts overn 258 Codex, OpenCode 1 658 tok