How real projects configure their agents

44,954 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
WYRE-AI/msp-claude-plugins mcp.wyre.ai The community-driven Claude Code plugin marketplace for MSPs — 70+ plugins across PSA, RMM 52 Codex, OpenCode 1 1,066 tok
zebbern/zebbern-kali-mcp MCP server for Kali toolkit (docker) - 121 tools for AI-assisted security testing give age 52 Claude Code 1 18,261 tok
aliou/pi-synthetic Pi provider for Synthetic - open-source models via OpenAI-compatible API 52 Claude Code, Codex, OpenCode 2 1,427 tok
davidbuenov/dbv-md-reader davidbuenov.github.io Lector nativo de Markdown (.md) para Windows, Linux y macOS, ultra-ligero de lectura y ed 52 Claude Code, GitHub Copilot, Gemini CLI, Windsurf 11 889 tok
darkroomengineering/cc-settings Claude Code configuration — agents, skills, hooks & settings for Darkroom Engineering 52 Claude Code, Codex, OpenCode 3 3,737 tok
NikitaDmitrieff/auto-co-meta runautoco.com Autonomous AI Company OS — 14 AI agents loop 24/7, ship real software 52 Claude Code 51 3,943 tok
cloud-ru-tech/mcp-server-mattermost mcp-server-mattermost.readthedocs.io MCP server for Mattermost — let Claude, Cursor, and other AI assistants work with channels 52 Claude Code, Codex, OpenCode 2 2,480 tok
OnlyCLI/OnlyCLI onlycli.github.io Turn any OpenAPI spec into a native CLI binary. No MCP, no bloat, no runtime dependencies, 52 Codex, OpenCode 1 730 tok
ianderse/pob-mcp Path of Building MCP 52 Claude Code 7 —
dhicoc/wuyun-liuqi-skills Five Movements and Six Qi Skills Router — AI auto-routing + deterministic calculation engi 52 Claude Code, Codex, OpenCode 3 1,562 tok
trunghaiy/appshot Generate App Store & Google Play preview videos and screenshots from a simple TypeScript c 52 Claude Code, Codex, OpenCode 2 1,250 tok
Patrick-Healy/tikz-diagrams-skill 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
yokingma/weclaws Self-hosted multi-user WeChat AI agent console supporting web management, Docker deploymen 52 Claude Code, Codex, OpenCode 3 769 tok
ahundt/ai-session-search Ultra-fast rust-powered AI agent session search and analysis. Search millions of messages 52 Claude Code, Codex, OpenCode 3 1,847 tok
netresearch/security-audit-skill Agent Skill for PHP security audits - OWASP patterns, vulnerability detection | Claude Cod 52 Codex, OpenCode 1 676 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 52 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,470 tok
ttpears/bookstack-mcp MCP server for BookStack wiki — search, read, create, and manage documentation via AI assi 52 Claude Code, Gemini CLI 2 1,223 tok
julianoczkowski/product-manager A market-driven Product Manager copilot (Agent Skills + Claude Code plugin) based on the P 52 Claude Code, Codex, OpenCode 2 2,073 tok
PyModel/designer-skill niblet.pymodel.com Plug-and-play MCP that gives your coding agent UI superpowers. One-line install, zero conf 52 Claude Code 1 —
nozomi-koborinai/terradart terradart.dev 🎯 Type-safe IaC for Dart. 52 Claude Code, Codex, OpenCode 8 16,212 tok
Enriquemarq1/zernio-library-skills zernio.com Claude Code skills and a working white-label app on Zernio, marketing infrastructure for p 52 Claude Code, Codex 12 1,473 tok
Clawdlinux/agentic-operator-core clawdlinux.org Runtime-agnostic Kubernetes governance for AI agents: gVisor isolation, egress policy, cos 52 Claude Code 1 160 tok
theolundqvist/pr-cockpit prcockpit.com An extremely fast GitHub for pull request review: PRs open in 20 ms. Keyboard-first, macOS 52 Codex, OpenCode 1 4,527 tok
Avick3110/houseCARL Comprehensive data-layer access to your Skyrim SE load order: read any record, author patc 52 Claude Code, Codex, OpenCode 9 2,000 tok
windoze95/cantinarr cantinarr.com Media requests and server management in one app. Browse movies, shows, books, and music; m 52 Claude Code, Codex, OpenCode 2 6,815 tok
kv0906/cc-skills 52 Claude Code 1 614 tok
basedosdados/pipelines 🔀 Orquestrador de fluxos de captura, ingestão e tratamento de dados da BD 52 Claude Code, Codex, OpenCode 18 5,210 tok
amoslee2026/Babel AI-native Chiplet design flow based on open-source EDA toolchain 52 Codex, OpenCode 1 1,201 tok
rstrouse/nodejs-poolController-dashPanel A dashboard panel for tagyoureit/nodejs-poolController 52 Codex, GitHub Copilot, OpenCode 2 2,080 tok
saschb2b/okf-studio saschb2b.github.io A fast, native desktop reader for Open Knowledge Format bundles. Point it at a folder to e 52 Claude Code, Codex, OpenCode 15 5,825 tok
augety121/MCP-State-Twin Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—wit 51 Codex, OpenCode 1 148 tok
1425sd/AI-memory-project A project context template for AI coding assistants. Put these files into any project so t 51 Codex, OpenCode 1 902 tok
darraghoriordan/use-miller usemiller.dev A NestJS and NextJS app for selling software products and showing examples of how-tos 51 Codex, GitHub Copilot, OpenCode 2 1,673 tok
hertz-ai/HARTOS docs.hevolve.ai An AI-native OS. Models run on your own hardware, nodes federate peer-to-peer with no brok 51 Claude Code 1 9,346 tok
nemanjan00/dev-environment My docker-based dev environment 51 Claude Code, Codex, OpenCode 2 3,704 tok
clawbot7/cli-gateway Chat-channel ↔ ACP agent gateway with scheduler 51 Codex, OpenCode 1 728 tok
FredySandoval/pi-browser-template Production-grade template for Pi-powered Chrome extensions 51 Codex, OpenCode 1 1,154 tok
ZUnfurl/zunfurl Static-first Astro framework for brand sites, Sanity CMS, and read-only Shopify retail cat 51 Codex, OpenCode 1 1,296 tok
kaldown/ccpm Claude code plugin manager 51 Claude Code 1 3,031 tok
atgreen/secscan-skill Mirror of https://cave.moxielogic.com/atgreen/secscan-skill 51 Claude Code, Codex, OpenCode 4 2,158 tok
sliamh11/Deus A token-efficient open-source AI assistant that remembers, adapts, and improves — secured, 51 Claude Code, Codex, OpenCode 8 5,111 tok
d-kimuson/modular-mcp A Model Context Protocol (MCP) proxy server that enables efficient management of large too 51 Claude Code 1 437 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
bfollington/terma གཏེར་མ 51 Claude Code, Codex, OpenCode 5 1,443 tok
Automattic/pressship pressship.org Submit and release WordPress.org plugins from the command line. 51 Claude Code 1 —
haoruilee/oh-my-mcode 51 Claude Code, Codex, OpenCode 2 4,165 tok
gc-victor/sxo sxoui.com SXO is a multi-runtime server-side JSX tool for Node.js, Bun, Deno, and Cloudflare Workers 51 Codex, OpenCode 1 10,202 tok
ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely 51 Claude Code, Codex, OpenCode 2 868 tok
neo4jrb/neo4j-ruby-driver Neo4j Ruby Driver 51 Claude Code 2 1,518 tok
rfabbri/minus multiview-3d-drawing.sourceforge.net Minimal problem numerical continuation solver 51 Codex, Gemini CLI, OpenCode 2 2,607 tok