How real projects configure their agents

24,815 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
axonixtools/PocketMCP Turn your Android phone into an MCP (Model Context Protocol) server. AI agents and desktop 19 Codex, Gemini CLI, OpenCode 2 6,597 tok
qwize-br/wize-development-kit 19 Codex, OpenCode 1 902 tok
Muvon/octofs octomind.run Rust MCP filesystem server for AI coding agents: view, edit, batch-edit, shell, search, ha 19 Codex, OpenCode 1 1,613 tok
dcc-mcp/dcc-mcp-houdini pypi.org SideFX Houdini MCP adapter for AI agents to inspect scenes, author procedural node graphs, 19 Codex, OpenCode 1 1,834 tok
liuyi0808/android-review Android development review skills for Claude Code — covering OWASP MASVS security audit, C 19 Codex, OpenCode 1 876 tok
ietf-wg-acme/draft-ietf-acme-dns-persist ietf-wg-acme.github.io 19 Codex, GitHub Copilot, OpenCode 2 3,775 tok
meshcore-ninja/meshcore-ninja meshcore.ninja An open catalog of the MeshCore ecosystem 19 Codex, OpenCode 1 737 tok
Jack-Liang/sap-for-agents SAP NWRFC → REST gateway designed for AI agents: search, inspect, invoke RFC/BAPI, read ta 19 Codex, OpenCode 1 15,142 tok
watt-mind/factory watt-mind.github.io The factory that builds software — and itself. A runtime for self-improving agentic loops: 19 Claude Code, Codex, Gemini CLI, OpenCode 3 6,952 tok
event4u-app/agent-config event4u.app Skills, rules, slash commands and subagents for Claude Code, routed by intent and compiled 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,650 tok
glechic/anki-connect-server Headless AnkiConnect-compatible REST API server with AnkiWeb sync support and MCP server i 19 Codex, OpenCode 1 61 tok
anomaliaso/anomalia anomalia.so Your marketing department, automated. Open-source Grok Bot alternative specialized in mark 19 Claude Code, Codex, OpenCode 30 10,835 tok
SimonMedy/DSH-Mobile Unofficial community mobile client for the DeepSeek Harness Web UI. 19 Codex, OpenCode 1 957 tok
Jellman86/optimisarr Safety-first self-hosted FFmpeg media-library optimiser for Plex, Jellyfin, and Emby, with 19 Claude Code, Codex, OpenCode 2 3,813 tok
whit3rabbit/clean-room-skill A skill for claude/codex to take source code and implement a clean-room of agents to gener 19 Claude Code, Codex, OpenCode 2 4,734 tok
MongLong0214/commitlore Git-native decision memory for Claude Code, Codex, Cursor and other coding agents. Preserv 19 Codex, OpenCode 1 967 tok
joshrotenberg/mcp-proxy docs.rs A config-driven Model Context Protocol (MCP) reverse proxy built in Rust. Aggregates multi 19 Codex, OpenCode 1 4,729 tok
IvanMurzak/GameDev-MCP-Server ai-game.dev Engine-agnostic MCP server shared by Unity-MCP, Godot-MCP and Unreal-MCP 19 Codex, OpenCode 1 1,262 tok
qarnet/serial-mcp Serial port MCP server for Claude Code, Codex, Opencode and AI agents. Reliable UART/USB-s 19 Claude Code, Codex, OpenCode 2 15,023 tok
open-mcp-ai/termcp Not only an MCP that lets AI act like a human at the terminal — also a cross-platform AI-N 19 Claude Code, Codex, OpenCode 2 3,317 tok
pendpost/pendpost pendpost.com The agent-first social media planner: an AI agent drafts and schedules posts across Instag 19 Codex, OpenCode 1 8,992 tok
s-nems/open-northland opennorthland.org A modern, open-source reimplementation of the Cultures game series 19 Claude Code, Codex, OpenCode 2 2,761 tok
permanu/superskill One-entry orchestrator for coding agents: jailed vault, FTS knowledge graph, 18-axis revie 19 Codex, OpenCode 1 1,267 tok
renfei-design/Figma-AI-Bridge Agent + Skill System for Controlling Figma and Automate Design Process 19 Claude Code, Codex 6 —
shikokuchuo/secretbase shikokuchuo.net secretbase - Cryptographic Hash Functions and Data Encoding 19 Codex, OpenCode 1 951 tok
zapstore/zsp Publish apps to relays 19 Codex, OpenCode 1 352 tok
edwnh/dqmc 19 Claude Code, Codex, OpenCode 7 1,920 tok
langchain4j/langchain4j-cdi Integrating langChain4J with CDI to be able to infuse applications with Ai seamlessly 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,468 tok
remarkablegames/setup-butler 🎩 Set up GitHub Actions with itch.io butler CLI 19 Codex, OpenCode 1 525 tok
pankajudhas81/pi-claude-auth 19 Claude Code, Codex, OpenCode 8 1,320 tok
floor/vlist vlist.io Accessible, batteries-included ultra efficient virtual list for every framework. Zero deps 19 Claude Code, Codex, OpenCode 17 1,210 tok
danielterra/FOUNDATION 19 Claude Code, Codex, OpenCode 21 6,918 tok
DimitriGeelen/agentic-engineering-framework Governance framework for AI coding agents — enforces task traceability, structural gates, 19 Claude Code, Codex, OpenCode 29 44,416 tok
iHildy/jules-task-queue jules.hildy.io An overengineered, open-source task queue for Google Jules power users 19 Codex, Gemini CLI, OpenCode 2 6,860 tok
DevNullLtd/Yuzu devnullltd.github.io An Agentic Colleague Framework for IT: AI agents work alongside human operators on one rea 19 Claude Code, Codex, OpenCode 52 8,736 tok
edilsonvilarinho/usage-monitor Desktop app that shows usage, quotas and cost of every AI coding tool in one panel — Claud 19 Claude Code, Codex, Gemini CLI, OpenCode 22 12,807 tok
melodypapa/py-armodel support AUTOSAR model with python 19 Claude Code, Codex, OpenCode 9 8,552 tok
CheshiAI/Cheshi Jev-powered conversation memory: find past sessions and revisit decisions with original so 19 Claude Code, Codex, OpenCode 2 5,198 tok
appsec-foundry/appsec-advisor Claude Code plugin for code-anchored threat modeling and security architecture review. Not 18 Claude Code, Codex, OpenCode 4 3,310 tok
connorads/dotfiles @connorads dotfiles 🟢 18 Claude Code, Codex, OpenCode 16 3,158 tok
LunarWerxs/RepoYeti repoyeti.com Run git from your phone, safely. A self-hosted daemon + mobile PWA for any git host (GitHu 18 Claude Code, Codex, OpenCode 2 1,553 tok
amanayayatu-tech/ksana A localized, native AI investment research and decision-making system. It is designed to s 18 Codex, OpenCode 1 665 tok
Sendmux/skills Agent skills for Sendmux 18 Codex, OpenCode 1 408 tok
kaichen/mcp-local-router An MCP (Model Context Protocol) local router that serves as an aggregation proxy for MCP s 18 Claude Code, Codex, OpenCode 2 630 tok
nitingupta220/riperflow npmjs.com One workflow methodology across 10 AI coding tools (Cursor, Claude Code, Opencode, Aider, 18 Claude Code, Codex 7 —
meawoppl/agent-portal txcl.io Elegant web interface for agentive development. 18 Codex, OpenCode 1 14,277 tok
nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,002 tok
TheMattBerman/brand-shoot-kit AI product photography agent / OpenClaw skill for complete brand shoot kits 18 Claude Code, Codex, OpenCode 2 4,531 tok
zh-efimenko/tech-tutorials Practical backend engineering courses (Java/Spring and related topics) and notes on AI dev 18 Claude Code, Codex, OpenCode 5 3,788 tok
speakeasy-api/skills speakeasy.com Agent Skills for SDK generation and OpenAPI tooling with Speakeasy CLI 18 Claude Code, Codex, OpenCode 2 3,754 tok