How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
wgt19861219/godot-mcp-enhanced godotengine.org Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headl 92 Claude Code, Codex, OpenCode 15 10,992 tok
d3mocide/Sovereign_Watch Distributed Multi-INT Fusion Center designed for decentralized situational awareness. 92 Claude Code, Codex, Cursor, OpenCode 28 4,475 tok
clement-tourriere/dbcrust clement-tourriere.github.io Fast psql-style database CLI/workbench for PostgreSQL, MySQL, SQLite, ClickHouse, MongoDB, 92 Claude Code, Codex, OpenCode 3 3,670 tok
omergocmen/vibe-coder-kit 92 Codex, OpenCode 1 728 tok
OpenSecretCloud/Maple Maple - Private AI Chat 92 Claude Code, Codex, OpenCode 8 3,485 tok
accessd/tmux-agent-indicator Tmux plugin that gives visual feedback for AI agent states (running/needs-input/done). Sup 92 Claude Code, Codex, OpenCode 2 554 tok
yahorbarkouski/screencap screencaping.com To remember what happened yesterday, share progress and break addictions. With E2EE social 92 Codex, OpenCode 1 2,067 tok
elbruno/graphify-dotnet A .NET 10 port of graphify - AI knowledge graph builder for codebases using GitHub Copilot 92 Claude Code, Codex, GitHub Copilot 3 2,171 tok
sopaco/cowork-forge AI-powered software development system that automates the entire lifecycle from requiremen 92 Claude Code, Codex, OpenCode 5 2,947 tok
clabby/tact A terminal interface for Nanocodex 92 Codex, OpenCode 1 568 tok
antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age 92 Claude Code, Codex, OpenCode 3 5,940 tok
amikai/openings-mcp 💼 One MCP server to search job boards and company career sites 92 Claude Code, Codex, OpenCode 6 102 tok
mxyhi/token_proxy Local AI API gateway for OpenAI / Gemini / Anthropic. Runs on your machine, keeps tokens c 92 Claude Code, Codex, OpenCode 3 242 tok
Lumio-Research/hermes-agent-rs Self-evolving AI agent in Rust. Single binary, 10 LLM providers, 30+ tools, 17 platform ad 92 Codex, OpenCode 1 5,716 tok
claude89757/wechat-on-airflow A WeChat intelligent application orchestration framework based on Apache Airflow, using vi 92 Codex, OpenCode 2 2,269 tok
apache/magpie magpie.apache.org Agent-assisted maintainership and development framework for Apache projects — Triage, Ment 92 Claude Code, Codex, Gemini CLI, OpenCode 3 15,701 tok
CALLE-AI/awesome-phone-call-agents Portable phone-call Agent Skills, apps, examples, adapters, and scheduler recipes for AI a 92 Codex, OpenCode 1 964 tok
Cuongyd196/auto-video-gen facebook.com Biến 1 URL tin tức/GitHub thành video 9:16 chuẩn TikTok/Reels/Shorts trong 5 phút — không 92 Claude Code, Codex 2
exoscale/cli Command-line tool for everything at Exoscale: compute, storage, dns. 92 Codex, OpenCode 1 1,674 tok
fabkury/p3a makapix.club Pixel art player built on ESP32-P4 92 Claude Code, Codex, OpenCode 2 4,342 tok
craigjmidwinter/getvect getvect.midwinter.io Local-first raster-to-vector desktop app. PNG/JPEG/BMP to SVG/EPS/DXF/PDF/PNG. No account, 91 Claude Code, Codex, OpenCode 10 966 tok
heliohq/ship helio.im An agentic development harness for Claude Code, Codex & Cursor: gated pipeline from spec t 91 Claude Code, Codex, OpenCode 1 1,117 tok
crisogray/claudius claudius.to Agentic Development Environment 91 Claude Code, Codex, OpenCode 3 2,209 tok
gajus/teemux teemux.com Zero-config log multiplexer with built-in MCP server 91 Codex, OpenCode 1 2,191 tok
AperturePlus/augmented-codebase-indexer Semantic level code search/indexer with tree-sitter parsing, Qdrant vector store, and Type 91 Codex, OpenCode 1 1,209 tok
2youg1/sprawling Local multi-agent harness for running persistent agent teams, long-run, society-simulation 91 Claude Code, Codex, OpenCode 2 2,102 tok
AndreiDrang/python3-capsolver andreidrang.github.io Python library for Capsolver 91 Codex, OpenCode 1 952 tok
iLearn-Lab/ACL25-AdaReTaKe Official implementation of paper AdaReTaKe: Adaptive Redundancy Reduction to Perceive Long 91 Codex, OpenCode 1 2,221 tok
cjtrowbridge/vibe-modeling A pipeline for vibe coding 3d models, iterating, producing image, model, and lithography a 91 Codex, Gemini CLI, OpenCode 2 3,675 tok
rsyslog/loganalyzer Adiscon LogAnalyzer, a web frontend to log data from the same folks the created rsyslog 91 Codex, OpenCode 1 2,977 tok
sdeonvacation/opencode-x Open-source Claude Code alternative. Provider-agnostic, MIT licensed. Native Claude Code h 91 Claude Code, Codex, OpenCode 2 1,522 tok
wang-baohai/Omni-Stack A microservices scaffold platform and ERP based on Spring Boot 4 + Vue 3, built using the 91 Codex, OpenCode 1 9,611 tok
sliday/tamp Token compression proxy for Claude Code. 50% fewer tokens, zero behavior change. 91 Claude Code, Codex, OpenCode 5 417 tok
kcosr/assistant Panel-based personal assistant with a plugin architecture for productivity workflows. AI a 91 Claude Code, Codex, OpenCode 4 531 tok
houstudio/cdroid houstudio.github.io CDroid is an open-source, Android-compatible GUI framework built on C++11, designed for cr 91 Claude Code, Codex, OpenCode 2 4,146 tok
diillson/chatcli chatcli.edilsonfreitas.com ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, Ope 91 Claude Code, Codex 66
obviousworks/vibe-coding-ai-rules The Ultimate Agentic Vibe Coding Guide for AI IDEs like Windsurf, Claude Code, Cursor, Cod 91 Codex, GitHub Copilot, OpenCode 7 3,890 tok
marianfoo/abap-mcp-server mcp-abap.marianzeis.de 91 Claude Code, Codex, OpenCode 2 1,586 tok
tensorcircuit/tensorcircuit-ng tensorcircuit-ng.readthedocs.io Next-gen AI-native tensor-network-based quantum software framework 91 Claude Code, Codex, OpenCode 12 1,294 tok
docs-plus/docs.plus docs.plus Free and open-source real-time collaborative document editor. Hierarchical table of conten 91 Claude Code, Codex, OpenCode 58 23,240 tok
KeeForge/KeeForge keeforge.com KeePass-compatible iOS password manager 91 Claude Code, Codex, OpenCode 6 2,623 tok
ydeng11/zotero-zotadata Make the management of metadata easier 91 Claude Code, Codex, OpenCode 2 1,146 tok
gyng/ditherer gyng.github.io Browser-based image and video dithering, audio visualisation, glitch art, and retro CRT/VH 91 Claude Code, Codex, OpenCode 2 4,758 tok
LAIJiangFeng/tauri-dustdesk Desktop organization, one-click launching, clipboard access, search, statistics, and more. 91 Codex, OpenCode 1 3,344 tok
YPares/rigup.nix AI agents and Nix: parametrable skills/instructions and tools, packaged together in a repr 91 Claude Code, Codex, OpenCode 2 22 tok
castacks/AirStack docs.theairlab.org Agent-native framework for rapid sim-to-real deployment of embodied AI for field robotics. 91 Claude Code, Codex, OpenCode 26 9,691 tok
clawdotnet/SharpClawCode C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permission 91 Claude Code, Codex, OpenCode 2 2,709 tok
faust-machines/fusion360-mcp-server MCP Server for Autodesk Fusion 360 91 Codex, OpenCode 1 2,497 tok
cyberlife-coder/VelesDB velesdb.com The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + 91 Claude Code, Codex, OpenCode 3 5,793 tok
whistlegraph/aesthetic-computer aesthetic.computer 91 Claude Code, Codex, OpenCode 10 2,444 tok