How real projects configure their agents

44,817 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
Episkey-G/GrokSearch-rs Rust MCP server for Grok web search and Tavily-backed source retrieval 457 Codex, OpenCode 1 758 tok
Lex-Inc/roughdraft roughdraft.page Review markdown docs in a nice interface that lets you leave comments 457 Claude Code, Codex, OpenCode 4 2,503 tok
warpdotdev-demos/cloud-factory-demo 457 Claude Code, Codex 6 —
kaanozhan/Frame frame.cool ADE( Agentic Development Environment) The spec-driven environment for AI coding agents, wh 456 Claude Code 4 —
FritzAndFriends/BlazorWebFormsComponents A collection of Blazor components that emulate the ASP.NET Web Forms controls of the same 455 GitHub Copilot 1 6,332 tok
aboul3ata/lazyweb-skill Lazyweb agent skills: start with /lazyweb:lazyweb-welcome, free screenshot references, opt 455 Claude Code, Codex, OpenCode 2 1,291 tok
vercel-labs/marketing-team-eve-template vercel.com Team of marketing agents built on eve. 455 Claude Code, Codex, OpenCode 2 5,554 tok
arcanite24/gb-recompiled Static recompiler for Game Boy and Game Boy Color ROMs that emits portable C projects with 455 Codex, OpenCode 1 2,762 tok
Arvo-AI/aurora aurorasre.ai Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs 455 Claude Code, Codex, OpenCode 2 4,853 tok
koaning/wigglystuff koaning.github.io A collection of creative AnyWidgets for Python notebook environments 455 Claude Code, Codex, OpenCode 2 5,577 tok
SponsioLabs/Sponsio sponsio.dev Deterministic safety solutions for probabilistic AI agents 454 Claude Code 1 2,228 tok
zapier/zapier-mcp docs.zapier.com Official plugin distribution for the hosted Zapier MCP server. Install it in your AI clien 454 Claude Code, Codex, OpenCode 2 1,367 tok
alibaba/UnifiedModel alibaba.github.io The semantic layer that makes enterprise data understandable to AI agents — model entities 454 Claude Code, Codex, OpenCode 2 2,376 tok
mizchi/lsmcp 454 Claude Code 7 2,091 tok
edgestorejs/edgestore edgestore.dev 454 Codex, OpenCode 1 509 tok
HangYu8123/HarnessFlow Harness coding workflow for codex, claude, github copilot 453 Claude Code, Codex, OpenCode 18 2,605 tok
dongbeixiaohuo/writing-agent 🚀 A full-stack writing system that removes the AI feel, based on Claude Code (Skills + Su 453 Claude Code 26 588 tok
m98/fluent The AI Language Learning Kit for Claude Code and others 453 Claude Code, Codex, OpenCode 7 5,096 tok
AMOS144/ZeroToken ZeroToken — Record once, automate forever. A lightweight MCP for agent-driven browser auto 452 Claude Code 2 3,036 tok
galdawave/pickle-rick-extension This extension transforms the Gemini CLI into "Pickle Rick," a hyper-intelligent, arrogant 452 Gemini CLI 1 882 tok
gaotiexinqu/OneResearchClaw Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-dr 452 Claude Code, Cursor 18 —
boshu2/agentops 12factoragentops.com DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each 452 Claude Code, Codex, OpenCode 2 3,022 tok
DY-2026/GameDesignOS Local-first game design OS for AI agents: turn sessions into evidence, experiments, review 452 Codex, OpenCode 1 972 tok
computerlovetech/agr computerlovetech.github.io Educational package-manager project for AI agent skills. Not actively maintained. 451 Claude Code, Codex, OpenCode 2 574 tok
leonvanzyl/agentic-coding-starter-kit 451 Claude Code, Codex, OpenCode 27 351 tok
coderzc/open-xiaoai-bridge A bridge connecting Xiaoai speakers with external AI services such as OpenClaw and Xiaozhi 451 Codex, OpenCode 1 5,471 tok
Tencent/workbuddy-bench 451 Claude Code, Codex 2 —
linuz90/claude-telegram-bot 450 Codex, OpenCode 1 1,448 tok
ryaker/outlook-mcp MCP server for Claude to access Outlook data via Microsoft Graph API 450 Claude Code 1 1,048 tok
peterfei/ai-agent-team AI Agent Team — A 24/7 professional AI development team with a product manager, frontend d 450 Claude Code 31 —
cnighswonger/claude-code-cache-fix Fixes prompt cache regression in Claude Code that causes up to 20x cost increase on resume 450 Claude Code, Codex, OpenCode 2 7,559 tok
webcoyote/sandvault Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude 450 Claude Code, Codex, OpenCode 2 37 tok
amazingloft999-droid/mattpocock-skills Skills for Real Engineers. Straight from my .claude directory. (github/mattpocock) 450 Claude Code 1 186 tok
kunchenguid/chrome-devtools-axi The most agent-ergonomic browser automation 450 Claude Code, Codex, OpenCode 2 1,469 tok
tomascupr/sandstorm duvo.ai Run Claude agents in secure cloud sandboxes — via API, CLI, or Slack. One call. Full agent 449 Claude Code, Codex, OpenCode 4 555 tok
jamditis/claude-skills-journalism skills.amditis.tech Claude Code skills for journalism, media, and academia - verification, FOIA, data journali 449 Claude Code, Codex, GitHub Copilot, OpenCode 4 6,623 tok
evmts/tevm tevm.sh An Ethereum Node built to run in Browser, Bun, Deno, and Node.js 449 Claude Code, Codex, OpenCode 9 2,094 tok
notque/vexjoy-agent vexjoy.com VexJoy AI Agent with Jev Intelligent Routing - /do routes plain-English requests to the ri 448 Claude Code, Codex, Gemini CLI, OpenCode 14 3,500 tok
openwong2kim/wmux wmux.app The ADE for AI agents. Automate everything else. Do your true work. 448 Claude Code 4 1,230 tok
ldclabs/anda anda.ai 🤖 An AI agent framework built with Rust. 448 Codex, OpenCode 1 2,181 tok
delorenj/mcp-server-trello A Model Context Protocol (MCP) server that provides tools for interacting with Trello boar 447 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 69 4,101 tok
mudler/vllm.cpp a community oriented 1:1, vLLM-alike (Continuous batching, paged KV) engine in C++ with ad 447 Claude Code, Codex, OpenCode 4 9,360 tok
openai/GABRIEL An official OpenAI toolkit for social scientists and data scientists to measure quantitati 446 Codex, OpenCode 1 3,731 tok
smithersai/smithers smithers.sh Smithers is an agentic workflow framework for defining workflows in simple TypeScript conf 446 Claude Code, Codex, OpenCode 9 5,207 tok
ChatLunaLab/chatluna chatluna.chat Multi-platform model integration, extensibility, multiple output formats, and LLM chat ser 446 Codex, OpenCode 1 4,001 tok
benbrastmckie/nvim NeoVim configuration optimized for writing in LaTeX with AI integration for Avante, Lectic 444 Claude Code 1 741 tok
cardano-foundation/developer-portal developers.cardano.org Cardano Developer Portal: docs, tools, and SDKs for Cardano developers. 444 Codex, OpenCode 1 2,299 tok
growthxai/output output.ai The open-source TypeScript framework for building AI workflows and agents. Designed for Cl 444 Claude Code, Codex, OpenCode 2 491 tok
zhuzhaoyun/Molio zhuzhaoyun.github.io A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with 444 Claude Code, Codex, OpenCode 2 11,155 tok
fmind/cookiecutter-mlops-package mlops-coding-course.fmind.dev Start building and deploying Python packages and Docker images for MLOps tasks. 443 Codex, OpenCode 1 1,488 tok