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
agent-era/devteam Run a team of local coding agents in your terminal. Launch multiple Claude Code, Codex or 266 Claude Code, Codex, OpenCode 2 4,175 tok
mariuz/flamerobin flamerobin.org FlameRobin is a database administration tool for Firebird RDBMS. Our goal is to build a to 266 Claude Code, Codex, GitHub Copilot 2 1,376 tok
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
KernelErr/dnSpy.Extension.MCP MCP extension for dnSpy. 266 Claude Code 1 8,865 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
awattar/claude-code-best-practices 💻 Best practices and examples for using Claude Code - Anthropic’s terminal-native AI - fo 265 Claude Code 20 2,327 tok
gbessoni/seobuild-onpage SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One com 265 Claude Code 1 2,253 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
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
apify/apify-cli docs.apify.com Apify command-line interface helps you create, develop, build and run Apify Actors, and ma 264 Claude Code 1 763 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
DinobaseHQ/dinobase The agent-first database 263 Claude Code 3 72 tok
lucasfcosta/dotfiles lucasfcosta.com :robot: My collection of highly opinionated and amazing configs 263 Claude Code 2 —
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 —
dialog-tools/reddit-research-mcp dialog.tools Turn Reddit's chaos into structured insights with full citations. MCP server for competiti 263 Claude Code 1 967 tok
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
SamMorrowDrums/remarkable-mcp MCP server for accessing reMarkable tablet data - sync files, extract text from highlights 263 GitHub Copilot 1 1,893 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
l33tdawg/sage orcid.org (S)AGE - (Sovereign) Agent Governed Experience 263 Claude Code 7 —
blockcell-labs/blockcell blockcell.dev Blockcell is a self‑evolving agent 262 Claude Code 1 522 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
soundcloud/api A public repo for our Developer Community to engage about bugs and feature requests on our 262 Cursor 3 —
angristan/netclode stanislas.blog Self hosted cloud coding agent with k3s + kata containers + cloud hypervisor microVMs + ta 262 Codex, OpenCode 1 2,358 tok
loperanger7/gstack-auto Semi-Autonomous gstack Orchestration: Build with a strong product spec and let Garry Tan's 262 Claude Code 1 6,213 tok
mathruffian-dot/claude-code-lazy-packs Claude Code lazy guide: each tutorial video comes with an MD file that you can give to Cla 262 Claude Code 1 567 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
sourcey/startup-credits sourcey.com Startup credits, offers and programs on the Sourcey record. Canonical YAML, every entry ci 262 Codex, OpenCode 1 465 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
microsoft/GitHub-Copilot-for-Azure GitHub Copilot for Azure 261 GitHub Copilot 2 4,596 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