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
bwz96sco/or_llm_agent arxiv.org OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems 107 Claude Code, Codex, OpenCode 2 1,474 tok
rigortype/rigor rigor.typedduck.fail Inference-first static analysis for Ruby 107 Claude Code, Codex, OpenCode 23 2,502 tok
Ranteck/graph-engineer 106 Claude Code, Codex, OpenCode 7 4,991 tok
shahsagarm/sagarshah.dev sagarshah.dev Portfolio site, fully vibe coded. Next.js 16 + React 19 + Tailwind v4 on Vercel 106 Claude Code, Codex, OpenCode 2 2,258 tok
papadopouloskyriakos/agentic-chatops kyriakos.papadopoulos.tech 3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Age 106 Claude Code, Codex, OpenCode 2 42,396 tok
juntoku9/claude-for-crypto-research This is a simple implementation for crypto research agent inspired by Claude Skills repo 106 Claude Code 8 —
soba-labs/langchain-agent-skills A collection of agent-optimized LangChain, LangGraph and LangSmith skills for AI coding as 106 Claude Code, Codex, OpenCode 2 2,635 tok
lynxlangya/techne techne.wangyun.fan Forcing-function skills for AI agents — validated to improve behavior, not just change it. 106 Claude Code, Codex, OpenCode 2 3,746 tok
CatChen/knowledge-wiki-template 106 Claude Code, Codex, OpenCode 9 740 tok
Stateford/Display-Lock stateford.github.io Locks cursor to specified window and/or converts windows to borderless fullscreen, and pre 106 Claude Code 1 549 tok
natsukium/dotfiles dotfiles.natsukium.com Nix dotfiles for NixOS, Darwin and WSL 106 Claude Code 2 —
skanehira/chatbook A PDF reader that lets you select passages of interest while reading technical books and a 106 Claude Code 1 46,545 tok
netwaif/multi-agent-starter Claude · Codex · Gemini multi-agent orchestration starter (file-based) 106 Claude Code 2 3,087 tok
ruvnet/flow-nexus flow-nexus.ruv.io Flow Nexus is the first competitive agentic platform built entirely on MCP. Deploy autonom 106 Claude Code 6 3,282 tok
go-delve/mcp-dap-server MCP server to communicate with DAP servers allowing AI Agents the ability to debug live pr 106 Claude Code 1 2,867 tok
railsblueprint/blueprint-mcp blueprint-mcp.railsblueprint.com MCP server for browser automation across Chrome, Firefox, and Safari using real browser pr 106 Claude Code, Codex, OpenCode 2 3,921 tok
Clawdi-AI/clawdi clawdi.ai 106 Claude Code, Codex, OpenCode 2 1,800 tok
yizhiyanhua-ai/fireworks-design yizhiyanhua-ai.github.io 🎆 A Claude Code workflow that replicates ClaudeDesign — parallel design exploration, pane 106 Claude Code 1 —
Stupidoodle/swissdevjobs-cli Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸 106 Claude Code 3 3,299 tok
QuantumBFS/sci-brain Brain storming like a senior research scientist 106 Claude Code, Codex, OpenCode 3 1,714 tok
Apra-Labs/apra-fleet AI agents that write code, review each other's work, and coordinate across your machines 106 Claude Code, Codex, OpenCode 11 8,192 tok
WebMCP-org/npm-packages NPM packages for MCP-B: Transport layers, React hooks, and browser tools for the Model Con 106 Claude Code, Codex, OpenCode 5 3,268 tok
hoangpm96/reqwise-figma-mcp An MCP server that lets AI agents read and draw on the Figma canvas — safely. Paired with 106 Claude Code 6 —
nebius/nebius-physical-ai Agent control plane for Physical AI on Nebius: infrastructure setup and management, simula 106 Claude Code, Codex, Cursor, OpenCode 3 6,833 tok
bestagentkits/cloud-harness-mcp harness.agentkit.best Remote coding harness exposed as a secure Streamable HTTP MCP server 106 Claude Code, Codex, OpenCode 3 3,175 tok
rand/rlm-claude-code Recursive Language Model integration for Claude Code - intelligent multi-provider routing 106 Claude Code 9 2,252 tok
dykyi-roman/awesome-claude-code PHP Architecture Toolkit for Claude Code 105 Claude Code 3 1,292 tok
tobieapb/claude-interactive-documentation-workflow I used to whiteboard, then code. Now I markdown, then code. This is how I vibe-code: I can 105 Claude Code 1 —
t1mmen/srtd timm.stokke.me 🪄 Supabase migrations made magical: Live-reloading SQL + Sane, reviewable diffs + Maintai 105 Claude Code 1 629 tok
celeritas-project/celeritas celeritas-project.github.io Celeritas is a new Monte Carlo transport code designed to accelerate scientific discovery 105 Claude Code, Codex, GitHub Copilot, OpenCode 10 987 tok
lgallard/terraform-aws-cognito-user-pool Terraform module to create Amazon Cognito User Pools, configure its attributes and resourc 105 Claude Code 5 3,210 tok
sonpiaz/evox Agent orchestration built from first principles: plan, dispatch and supervise a team of AI 105 Claude Code, Cursor 13 1,842 tok
skwallace36/Pepper iOS dynamic library MCP for agents 105 Claude Code 1 1,598 tok
mcpc-tech/mcpc Build agentic-MCP servers by composing existing MCP tools. 105 Claude Code, Codex, GitHub Copilot 5 1,191 tok
wybert/earth-agent-chrome-ext Earth Agent is a Cursor-like AI agent for Google Earth Engine. It can be used right in you 105 Claude Code, Gemini CLI 2 1,408 tok
lcbcFoo/heimdall-mcp-server Your AI Coding Assistant's Long-Term Memory 105 Claude Code 1 2,420 tok
openshift/rosa 105 Claude Code, Codex, Gemini CLI, OpenCode 7 3,501 tok
toolboxmd/karpathy-wiki Karpathy Wiki - Claude Code skills for building persistent, compounding knowledge bases. B 105 Claude Code, Codex, OpenCode 3 922 tok
s-morgan-jeffries/apple-mail-fast-mcp 🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, o 105 Claude Code, Codex, OpenCode 11 1,782 tok
debs-obrien/playwright-movies-app debs-obrien.github.io Playwright tests for a Movie App 105 Claude Code, Codex, GitHub Copilot, OpenCode 16 891 tok
av/mi self-extending sandboxed agentic harness. a loop, two tools and an llm 105 Claude Code, Codex, OpenCode 14 2,441 tok
PaulBratslavsky/astro-strapi-example-project 105 Claude Code 2 796 tok
uilibs/uiprotect Python API for UniFi Protect (Unofficial) 105 Claude Code, Codex, OpenCode 2 6,460 tok
rshah515/claude-code-subagents Comprehensive collection of 133+ specialized AI subagents for Claude Code covering the ent 105 Claude Code 1 5,143 tok
tjx666/vscode-mcp MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functionality. ⚡ Get 105 Claude Code, Codex, OpenCode 6 79 tok
Smana/cloud-native-ref blog.ogenki.io Opiniated Cloud Native Platform Reference 105 Claude Code, Codex, OpenCode 11 2,269 tok
AiondaDotCom/mcp-ssh A Model Context Protocol (MCP) server for managing and controlling SSH connections. 105 Claude Code 1 3,346 tok
deepklarity/harness-kit A kit for building with AI agents and also the engineering patterns around it. 105 Claude Code, Codex, OpenCode 5 7,548 tok
kunwarVivek/mcp-github-project-manager MCP server for AI-powered GitHub project management — 20 tools, 169 actions, agent swarm o 105 Claude Code, Codex, OpenCode 9 12,530 tok
hybroai/a2a-adapter pypi.org Open Source A2A Protocol Adapter SDK for Different Agent Frameworks and Harnesses 105 Claude Code 1 —