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
bnb-chain/bnbchain-mcp A MCP server for BNB Chain that supports BSC, opBNB, Greenfield, and other popular EVM-com 61 Claude Code 1 1,928 tok
longbridge/developers open.longbridge.com Longbridge Developers Website 61 Claude Code 4 1,715 tok
githubnext/gh-aw-workshop gh.io Hands On Workshop for GitHub Agentic Workflows 61 Claude Code, Codex, OpenCode 9 3,369 tok
TAJD/projektor tajd.github.io Self hosted Wiki + Jira-style AI native issue tracker on Cloudflare Workers 61 Claude Code, Codex, OpenCode 2 8,863 tok
sergebulaev/threads-skills cccrafts.ai Threads marketing skills for Claude Code and Codex: posts, multi-post threads, hooks, repl 61 Claude Code, Codex, OpenCode 2 4,653 tok
floodsung/gongzhonghao_agent_team 61 Claude Code 1 1,044 tok
pdoronila/cc-sdd Spec Driven Development Workflow inside Claude-Code 61 Claude Code 8 —
r-lib/pkgload pkgload.r-lib.org Simulate installing and loading a package 61 Claude Code, Codex, OpenCode 4 1,253 tok
AiToByte/SafeMask Enabling every line of data to safely embrace AI. After your content is processed by SafeM 60 Claude Code, Codex, OpenCode 2 6,443 tok
sfrangulov/minirag-mcp Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over y 60 Claude Code, Codex, OpenCode 5 2,942 tok
hAcKlyc/cameo cameo.ink An image-first canvas for your local Codex agent. 60 Claude Code, Codex, OpenCode 2 7,218 tok
leochiu-a/universal-agents leochiu-a.github.io The Lightest Shared Standard for AI Agents 60 Claude Code, Codex, OpenCode 2 610 tok
iLearn-Lab/EvoHarness EvoHarness delivers terminal-native agent infrastructure: tools, commands, skills, agents, 60 Claude Code 30 319 tok
nityeshaga/claude-code-essentials 60 Claude Code 2 443 tok
TatsukiMeng/ai-native-engineering ai.mengchen.icu 60 Claude Code, Codex, OpenCode 2 7,705 tok
aaalexlit/faq-slack-bot LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps 60 Claude Code 1 2,285 tok
ginoleeswan/hero mythique-wiki.vercel.app A superhero encyclopaedia made in React Native. Pulls from the SuperHeroAPI & ComicVine AP 60 Claude Code 2 5,246 tok
xakpc/anymcp-io anymcp.net A catalog of single-file MCP servers for .NET 10 60 Claude Code 1 1,089 tok
axiomhq/cli axiom.co The power of Axiom on the command line. 60 Claude Code, Codex, OpenCode 2 1,032 tok
ABIvan-Tech/copilot-agentic-workflows 60 Claude Code 35 —
kanyun-inc/reskill reskill - brings the npm experience to AI agent skills. 60 Claude Code 1 2,587 tok
DenizOkcu/claude-code-ai-development-workflow Comprehensive slash commands for a complete software development lifecycle - from research 60 Claude Code 2 1,691 tok
atrawog/mcp-oauth-gateway atrawog.github.io An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Proto 60 Claude Code 1 9,210 tok
raveeshbhalla/dspy-gepa-logger 60 Claude Code 2 —
git-plm/parts Verifiable parts database and KiCad Libraries 60 Claude Code 2 1,750 tok
bborn/taskyou taskyou.dev Personal task queue 60 Claude Code, Codex, OpenCode 1 4,688 tok
CarbeneAI/Talon Penetration Testing MCP for Claude Code. AI-assisted security testing with automated recon 60 Claude Code 1 479 tok
smsharma/clax Differentiable Boltzmann solver for cosmology in JAX 60 Claude Code 1 5,537 tok
TACC/HPCPerfStats HPCPerfStats (formerly TACC Stats) is an automated resource-usage monitoring and analysis 60 Claude Code 5 —
sysnet4admin/SSF SSF: Super Simple & Fast Kubernetes Learning Course | Vanilla K8s & GKE | CI/CD, GitOps, M 60 Claude Code, Codex, OpenCode 2 1,830 tok
mahatab/synode-council-of-ai-agents Synode — A macOS & Windows desktop app where multiple AI models discuss questions as a cou 60 Claude Code 1 814 tok
arcaputo3/mcp-server-whisper An MCP Server for audio transcription using OpenAI 60 Claude Code 1 432 tok
xieyuschen/gopls-mcp gopls-mcp.org MCP server for golang projects development: Expand AI Code Agent ability boundary to have 60 Claude Code 1 9 tok
ondata/ckan-mcp-server ondata.github.io MCP server for querying CKAN open data portals (package search, DataStore SQL, organizatio 60 Claude Code, Codex, OpenCode 10 7,695 tok
Consiliency/Code-Index-MCP Code indexing MCP server to provide context to coding agents. 60 Claude Code, Codex, OpenCode 15 5,331 tok
xlx777/ccg-scholar A multi-model collaborative research workflow system for Claude, Codex, and Gemini 60 Claude Code 1 384 tok
N0819/Sonder_Engine An engine for creating coherent fiction with LLMs through a persistent worldstate with det 60 Claude Code 2 7,395 tok
shmlkv/dna-claude-analysis claude-dna-example.vercel.app Run scripts, explore your genome, and get personalized explanations — all in natural dialo 60 Claude Code 1 506 tok
PromptExecution/just-mcp mcp server for just 60 Claude Code, Codex, OpenCode 2 1,019 tok
netil/oh-my-hi 👋 Claude Code & Codex harness insights dashboard — visual catalog and token analytics for 60 Claude Code 1 1,985 tok
cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc 60 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,492 tok
flankerhqd/cyvisguard Security control plane for AI agents — identity and delegation, capability policy, data-fl 60 Claude Code, Codex, OpenCode 2 2,198 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 60 Claude Code 10 —
Top3d-ai/world-builder Get a full interactive 3D scene assembled in Blender 60 Claude Code, Codex, OpenCode 9 6,335 tok
connorads/remobi remobi.app 📱 Your terminal. Everywhere. 60 Claude Code, Codex, OpenCode 3 2,323 tok
runpod/docs docs.runpod.io Documentation site for Runpod, a cloud platform specialized for AI/ML workflows. 60 Claude Code 2 385 tok
acartine/foolery thecartine.substack.com Agent orchestration Web-UI 60 Claude Code, Codex, OpenCode 9 3,420 tok
nl8590687/lemonclaw LemonClaw, an open-source, universal AI digital employee agent 60 Claude Code, Codex, OpenCode 2 401 tok
prime-radiant-inc/gauntlet AI-powered QA testing framework that uses LLMs (Claude or GPT) to test web apps, CLI tools 60 Claude Code 1 —
takechanman1228/claude-persona Claude Code skill for AI persona panels, virtual customer research, and concept testing. 60 Claude Code 1 2,159 tok