How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
soujava/sldd-skills SLDD (Spec Loops Driven Development) Skills for AI-Assisted Development - Based on Loiane 19 Codex, OpenCode 1 1,798 tok
TsuyoshiUshio/buka-samples Sample Project for the buka project 19 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,584 tok
Open-Chat-Widget/openchatwidget openchatwidget.com AI chat widget in your web app. Supports MCP as a client. 19 Claude Code, Codex 2 —
chienchuanw/gma2-mcp grandMA2 MCP is a Python tool to remotely control grandMA2 onPC via persistent Telnet, ena 19 Claude Code 1 698 tok
kingpanther13/Hubitat-local-MCP-server An MCP server for Hubitat Elevation that runs natively on your Hubitat 19 Claude Code, Codex, OpenCode 2 36,478 tok
andrewvaughan/agent-council Multi-perspective AI development workflows using councils of specialized agents. Plan, bui 19 Claude Code, Codex, OpenCode 2 9,371 tok
s-hiraoku/synapse-a2a 19 Claude Code, Codex, Gemini CLI, OpenCode 6 1,157 tok
ggombee/code-forge code-forge for configuring combinations of AI agent skills, agents, and more 19 Claude Code, Codex, OpenCode 2 1,993 tok
keshrath/agent-knowledge npmjs.com Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic 19 Claude Code 1 3,056 tok
TheLobbi/Claude-m Claude Microsoft plugins 19 Claude Code, Codex, OpenCode 12 5,969 tok
mirafold/mirafold mirafold.com A browser UI for Claude Code, Codex, and Gemini CLI — the terminal agent you already use, 19 Claude Code 1 1,888 tok
DennysOliveira/wow-addon-dev WoW addon development skills for Claude Code — Midnight 12.0+ Secret Values, API migration 19 Claude Code 6 58 tok
zircote/lsp-tools LSP-first code intelligence for Claude Code with strong enforcement patterns. Part of the 19 Claude Code, GitHub Copilot 2 574 tok
qwize-br/wize-development-kit 19 Codex, OpenCode 1 902 tok
oyi77/1ai-skills oyi77.github.io 1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, 19 Claude Code, Codex, Cursor, OpenCode 3 1,395 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
zaber-dev/free-ai-gateway npmjs.com Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer 19 Claude Code, Codex, OpenCode 5 1,137 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
tunglt1810/figma-mcp-go Local Figma MCP integration 19 Claude Code 2 115 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 16,268 tok
Carlos-Dominguez-faber/forge-studio-lite Generador de carruseles de Instagram (3 variantes) — HTML + Playwright, local y $0. Versió 19 Claude Code 2 —
dginev/latexml-oxide dginev.github.io A Rust reimplementation of LaTeXML 19 Claude Code 9 5,369 tok
guyroyse/mesh-browser MeshBrowser - A browser to go with RServer that lets you browse web sites over Reticulum 19 Claude Code 1 4,477 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
gszr/lunar a truly open experimental coding harness 19 Codex, OpenCode 1 1,068 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
wangjianqi/AppStore A complete tutorial on developing and publishing an iOS app to the App Store from scratch 19 Claude Code 1 516 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
CodePhobiia/claude-roblox-game-studio Turn Claude Code into a Roblox-native game development studio — 36 agents, 50 skills, 201- 19 Claude Code 8 805 tok
TylerIlunga/procore-mcp-server MCP server exposing the full Procore REST API for Claude Desktop and Claude Code 19 Claude Code 1 2,345 tok
malkreide/swiss-public-data-mcp MCP servers connecting AI models to Swiss public and open data sources 19 Claude Code 1 2,194 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
hybroai/hybro hybro.ai The open interoperability layer for AI agents. Connect your favorite agents and harnesses. 19 Claude Code, Codex, OpenCode 3 2,427 tok
albertomarturelo/sii TypeScript core + CLI + MCP server to automate routine interactions with Chile's tax autho 19 Claude Code, Codex, OpenCode 12 1,192 tok
sareegpt/edgartools-mcp EdgarTools MCP server for SEC EDGAR data 19 Claude Code 25 1,140 tok
permanu/superskill One-entry orchestrator for coding agents: jailed vault, FTS knowledge graph, 18-axis revie 19 Codex, OpenCode 1 1,267 tok
adecubed/gigamail gigamail.ai Mail for AI agents ( and humans). MCP server giving Claude (or any agent) safe, permission 19 Claude Code 1 636 tok
full-stack-skills/ddd-skills Domain-Driven Design skills - COLA, microservices, hexagonal, clean 19 Claude Code 5 909 tok
yding-git/exec-vps-mcp A detailed tutorial and minimal MCP server that gives AI agents an unrestricted VPS root s 19 Codex, OpenCode 1 3,253 tok
PromptExecution/rust-cargo-docs-rag-mcp [ARCHIVED — see PromptExecution/rust-docs-mcp-b00t] MCP tools for Rust Context Engineering 19 Claude Code 1 277 tok
renfei-design/Figma-AI-Bridge Agent + Skill System for Controlling Figma and Automate Design Process 19 Claude Code, Codex 6 —
clpi/down.nvim down.cli.st the (eventually) infinitely extensible markdown note-taking work environment that you can 19 GitHub Copilot 1 8 tok
shikokuchuo/secretbase shikokuchuo.net secretbase - Cryptographic Hash Functions and Data Encoding 19 Codex, OpenCode 1 951 tok