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
nineyuanz/kiro2api 82 Claude Code 1 1,249 tok
Abinesh-L/claude-crusts Analyze your Claude Code context window, detect wasted tokens, and get pasteable fix comma 82 Claude Code 2 15,122 tok
AgentlyHQ/aixyz aixyz.sh Next.js-like framework building AI Agents that are payment-native. Bootstrap your agent wi 82 Claude Code, Codex, OpenCode 2 2,435 tok
mongodb-js/zstd A Zstd Compression Library 82 Claude Code, Codex, OpenCode 2 716 tok
oculus-samples/voicesdk-samples-whisperer Oculus Voice SDK showcase demonstrating the use of Voice SDK in Unity. This project contai 82 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,047 tok
Peargent/peargent peargent.online Lightweight Python framework for creating intelligent AI agents with ease. 82 GitHub Copilot 1 617 tok
JayDoubleu/agentic-book An AI-generated book exploring how artificial intelligence development reveals hidden patt 82 Claude Code 1 1,329 tok
sleeplesshan/token-router Raw line routing for large logs, source files, and agent-context references using GPT-6 Lu 82 Claude Code 1 212 tok
jmandel/health-skillz health-skillz.joshuamandel.com A Claude Skill for connecting to and analyzing personal health records via SMART on FHIR 82 Codex, OpenCode 1 581 tok
ammonhaggerty/ai-coding-primer An open-source guidebook and starter kit for building full-stack products with Claude Code 82 Claude Code 1 578 tok
simonkurtz-MSFT/drawio-mcp-server A Model Context Protocol (MCP) server for programmatic diagram generation using Draw.io (D 82 GitHub Copilot 1 1,921 tok
speedpy/speedpy speedpy.com Free, MIT-licensed Django SaaS boilerplate for the AI era — production-ready APIs, teams, 82 Claude Code, Codex, Cursor, OpenCode 3 20,862 tok
TestAny-io/testany-agent-skills testany.io A collection of Agent Skills from Testany, providing various professional skills for produ 82 Claude Code, Codex, OpenCode 2 2,678 tok
postmelee/hyper-waterfall A human-governed AI coding workflow that distills ephemeral session context into persisten 82 Claude Code, Codex, OpenCode 2 1,432 tok
agodianel/esp32-claude-workbench Deterministic AI workflow for ESP32 firmware development — structured missions, implementa 82 Claude Code, Codex, OpenCode 2 571 tok
seojoonkim/agentlinter agentlinter.vercel.app ESLint for AI Agents — scoring, diagnosis, and automatic fixes for AGENTS.md/CLAUDE.md | P 82 Claude Code 1 225 tok
sverklo/sverklo sverklo.com Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Code 82 Claude Code 1 406 tok
Dicklesworthstone/slb Two-person rule CLI for AI coding agents: peer review and approval required before running 82 Codex, OpenCode 1 9,199 tok
sinaptik-ai/starpod starpod.sh Open-source AI agent runtime built in Rust. Define once, deploy isolated instances per ten 82 Claude Code 2 941 tok
vamshi4001/saas-clawds 82 Codex, Cursor, OpenCode 2 1,571 tok
nirholas/agenti agenti.ninabrekkerese.workers.dev Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive 82 Claude Code, Codex, OpenCode 2 546 tok
9thLevelSoftware/legion Multi-CLI plugin that orchestrates 49 AI agent personalities (start → plan → build → revie 82 Claude Code, Codex, OpenCode 2 7,747 tok
sebastienrousseau/dotfiles doc.dotfiles.io Cross-platform developer workstation control plane powered by chezmoi — adaptive terminal 82 Claude Code, Codex, OpenCode 2 3,175 tok
escoffier-labs/brigade brigadestack.com Brigade Stack: run coding agents anywhere and keep one record of the work. Shared tasks, c 82 Codex, OpenCode 1 2,653 tok
mgifford/ACCESSIBILITY.md mgifford.github.io ACCESSIBILITY.md — a simple, open format (aligned with AGENTS.md) for guiding coding agent 82 Codex, GitHub Copilot, OpenCode 2 6,819 tok
htlin222/openevidence-mcp Unofficial OpenEvidence MCP server — query OpenEvidence from Claude Code, Codex, and any M 82 Claude Code 2 —
gutomec/nirvana-os-engine squads.sh Nirvana-OS engine: ready-to-run agentic operations. One sentence in, finished work out. So 82 Claude Code, Codex, Gemini CLI, OpenCode 3 17,208 tok
dgilford/ai-science-toolkit Skills & reviewer agents for AI-first climate science — built and used by a PhD atmospheri 82 Claude Code, Codex, OpenCode 2 13,855 tok
Linked-API/linkedin-cli linkedincli.com AI-agent-friendly CLI for controlling LinkedIn accounts and retrieving real-time data. 82 Claude Code 1 732 tok
PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 82 Claude Code, Codex, OpenCode 2 17,551 tok
AuthPlane/authserver OAuth 2.1 Authorization Server for the Model Context Protocol (MCP) 82 Codex, OpenCode 1 4,594 tok
RoshanGH/mixcut-windows AI advertising video remixing tool (Windows) - C# + WPF + .NET 8, aligned with the origina 82 Claude Code 1 16,671 tok
snyk/snyk-ls snyk.io Language Server used by IDEs as Snyk Backend for Frontends 82 Claude Code, Codex, Cursor, OpenCode 9 1,485 tok
golbin/AGENTS.md Humans, please leave. 82 Codex, OpenCode 1 625 tok
spartanz51/tutabridge Local IMAP/SMTP bridge for Tuta encrypted email. Use Thunderbird, Apple Mail or any mail c 82 Claude Code 1 830 tok
humaidhahm/opencode-pentester AI-powered red teaming, and pentesting for web applications via opencode : defensive code 82 Claude Code, Codex, OpenCode 3 1,928 tok
backenly/backenly backenly.com Autonomous backend platform. Your coding agent builds it over MCP, Backenly keeps it runni 82 Claude Code, Codex, OpenCode 2 9,187 tok
yahor-punko/mavericks-os Orchestrate Claude Code sub-agents across long-running, single- or multi-repo projects. Ar 82 Claude Code, Codex 16 19,769 tok
odysseus0/symphony Symphony turns project work into isolated, autonomous implementation runs, allowing teams 82 Claude Code, Codex 7 —
openshift/cluster-kube-apiserver-operator The kube-apiserver operator installs and maintains the kube-apiserver on a cluster 82 Claude Code, Codex, OpenCode 2 1,289 tok
evergreen-it-dev/folio foliowiki.online The AI-assisted, open-source alternative to Notion and Confluence: a team wiki that lives 82 Codex, OpenCode 1 1,545 tok
DSB-117/brainblast npmjs.com Predict the silent integration traps an AI agent would ship (zero-revenue configs, auth by 81 Claude Code 2 —
YanpengQi7/ai-reliability-copilot ai-reliability-copilot.vercel.app Turn a production incident into a structured 9-section LLM response (severity, root cause, 81 Claude Code, Codex, OpenCode 2 4,504 tok
geckse/n8n-desk n8n-desk.app Bringing n8n to your Machine — a desktop & mobile companion app for n8n. Chat with agents, 81 Claude Code 7 12,993 tok
ozankasikci/agent-sessions ozankasikci.github.io Agent Sessions is a desktop app for managing multiple AI agent sessions at once, written i 81 Claude Code 1 188 tok
JasonBoy/msw-mcp msw-mcp-docs.vercel.app Cli & MCP server for msw (Mock Service Worker) for AI Agents with dynamic mocking 81 Claude Code, Codex, OpenCode 2 940 tok
pulsemcp/mcp-servers MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We buil 81 Claude Code, Codex, OpenCode 3 6,672 tok
liuxingqitd/skills-hub skills-hub.dev A local dashboard to manage AI coding agent skills — sync, install, and organize skills ac 81 Claude Code, Codex, OpenCode 2 1,465 tok
TradingGoose/TradingGoose.github.io tradinggoose.github.io A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfo 81 Claude Code 1 101 tok
orual/pattern agent builder 81 Claude Code, Codex, OpenCode 4 1,420 tok