How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
jontsai/claude-plugins Curated Claude Code plugins for research, productivity, and development workflows 7 Claude Code, Codex, OpenCode 2 938 tok
rootcastleco/rei-skills rootcastleco.github.io The engineering-grade skill layer for AI agents. 895 validated skills, 21 AI adapters, wor 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,969 tok
noxgle/term_agent Linux terminal agent – Your personal AI assistant, living and breathing directly in your L 7 Codex, OpenCode 1 607 tok
greglas75/zuvo zuvo.dev Auto-activating, multi-agent skill ecosystem for Claude Code, Codex, and Cursor. 51 skills 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,205 tok
Devlaner/loomy loomy.devlane.dev Loomy is an open-source collaborative whiteboard. Create infinite boards, invite your team 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,094 tok
DikshitRJ/quickfill-mcp npmjs.com Instant Generative UI MCP Server for AI Agents. Turn static AI chats into live, hot-reload 7 Claude Code, Codex, OpenCode 2 764 tok
peter-gy/anywidget-mcp peter-gy.github.io 🧩 Turn Python AnyWidgets into interactive, composable MCP Apps 7 Claude Code, Codex, OpenCode 2 2,995 tok
krimto-labs/krimto krimto.com Open-source team memory layer for AI coding agents — markdown files in git, user→team→org 7 Claude Code, Codex, Gemini CLI, OpenCode 3 915 tok
singhpratech/notepatra notepatra.org Native C++/Rust code editor for the AI era — Linux/macOS/Windows, ~13 MB bare binary, 238 7 Claude Code, Codex, OpenCode 2 3,052 tok
telus-labs/stagecraft Run your AI coding tool through a 18-stage dev pipeline. Multi-host across Claude Code, Co 7 Codex, OpenCode 1 1,093 tok
mabelisle/omni-cli Omni-CLI: The ultimate AI CLI wrapper. Run Google Gemini, OpenAI Codex, GitHub Copilot, An 7 Codex, Gemini CLI, OpenCode 2 5,937 tok
vish288/mcp-gitlab pypi.org MCP server for the GitLab REST API — 91 tools, 7 resources, 6 prompts for projects, MRs, d 7 Codex, OpenCode 1 6,452 tok
Marcelo-Barella/Cursor-CA-Orchestrator 7 Codex, OpenCode 1 732 tok
victusfate/scaffold opinionated agent neutral scaffold for new projects 7 Claude Code, Codex, Gemini CLI, OpenCode 7 3,680 tok
tonyghiani/ai-essentials My personal AI essentials for rules, skills. subagents and more. 7 Claude Code, Codex, OpenCode 1 2,979 tok
praetore/cmo-scenario-generation Generating scenarios for Command Modern Operations with Cursor 7 Codex, OpenCode 1 9,915 tok
jeunecraack/talisman-skill Talisman — turn a codebase into a beautiful, brand-styled PDF guide (LaTeX→PDF). An agent 7 Codex, OpenCode 1 865 tok
jnorthrup/TrikeShed my (++Bike)shed ideas 7 Codex, OpenCode 1 267 tok
nerviq/nerviq nerviq.net Your agent docs lie. Nerviq finds the lies in 30 seconds — stale references, permission ex 7 Claude Code, Codex, OpenCode 15 2,959 tok
Wade-DevCode/awesome-coding-skills-cn wade-devcode.github.io A top-tier AI coding skills suite for Chinese developers using Claude Code / Codex | Top-t 7 Claude Code, Codex, OpenCode 2 3,529 tok
iicmaster/antigravity-plugins Open-source Claude Code and Codex plugin adapters for the Antigravity CLI 7 Codex, OpenCode 1 355 tok
ivan-magda/claude-superpowers Personally curated and maintained collection of Claude Code plugins 7 Claude Code, Codex, OpenCode 2 158 tok
JoshuaOliphant/claude-plugins Claude Code plugin marketplace - productivity and learning plugins 7 Codex, OpenCode 1 2,838 tok
shiiman/claude-code-plugins 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,554 tok
romain325/opencode-hooks-plugin Use claude code hooks definition in opencode. 7 Claude Code, OpenCode 1 —
easingthemes/dx-aem-flow AI-powered development plugins for Claude Code & Copilot CLI — requirements to PR workflow 7 Claude Code, Codex, Gemini CLI, OpenCode 5 10,913 tok
bitflight-devops/skilllint The best platform agnostic Linter for AI agent plugins and skills — validates structure, f 7 Claude Code, Codex, OpenCode 6 4,008 tok
HigorAlves/orc orc.novacstack.com One command from “I want X” to a merged PR. 7 Claude Code, Codex, OpenCode 2 420 tok
aws-geospatial/amazon-location-agent-context Amazon Location Service context for AI coding assistants — available as Kiro Powers, Claud 7 Claude Code, Codex, OpenCode 2 2,436 tok
sumithr/sumo-qa pypi.org MCP server that brings senior-QA discipline to AI coding assistants — test planning, TDD, 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,650 tok
cristianoaredes/mcp-senado MCP server for Brazilian Federal Senate (Senado Federal) Open Data API - Access legislativ 7 Claude Code, Codex, OpenCode 2 3,769 tok
yuly3/mcp-snowflake Model Context Protocol (MCP) server for Snowflake database connectivity and SQL query exec 7 Codex, OpenCode 1 69 tok
pwelty/mcp_trilium paulwelty.com 🌳 Model Context Protocol (MCP) server for Trilium Notes - Connect your knowledge base to 7 Claude Code, Codex, OpenCode 2 181 tok
sandraschi/filesystem-mcp FastMCP 3.2.0+ server plus webapp for comprehensive file system operations, Git repository 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,626 tok
chapmanjw/rutherford-mcp-server Give your AI agent a crew. Model Context Protocol (MCP) tool to delegate, consensus build, 7 Claude Code, Codex, OpenCode 2 1,994 tok
SlideSpeak/slidespeak-onbrand slidespeak.co Design context for AI agents 7 Claude Code, Codex, OpenCode 7 186 tok
AlexMost/neuro-vault Your knowledge in like a USB drive 7 Claude Code, Codex, OpenCode 10 985 tok
cyberpapiii/imessage-max MCP server for iMessage - AI-optimized tools for reading and sending messages 7 Claude Code, Codex, OpenCode 2 7,544 tok
mahadansar/sol-luna-orchestrator npmjs.com Adaptive orchestration for OpenAI Codex — decide when to delegate, route bounded work to i 7 Codex, OpenCode 1 885 tok
EYamanS/chisel An MCP server that lets AI agents build, edit, render, and export real 3D models from prim 7 Claude Code, Codex, OpenCode 2 404 tok
ToolingTools/SimView simview.dev MCP App that streams a live iOS Simulator / Android device into Codex, Cursor, and Claude 7 Codex, OpenCode 1 1,285 tok
Continuum-AI-Corp/orcadub-mcp-server orcadub.orcarouter.ai MCP server for OrcaDub — AI video dubbing via OrcaRouter (model orca/dub): upload, submit, 7 Claude Code, Codex, OpenCode 2 2,460 tok
TakoData/tako-mcp docs.tako.com Tako MCP gives your agent industry-leading live web search plus licensed data that the ope 7 Codex, OpenCode 1 4,073 tok
clouatre-labs/aptu-coder aptu-coder: MCP server for AST analysis, call graphs, and code structure (tree-sitter) 7 Codex, GitHub Copilot, OpenCode 5 3,090 tok
felixAnhalt/figma-to-code-mcp MCP server to extract Figma design information and convert it to mostly css for coding age 7 Claude Code, Codex, OpenCode 8 1,822 tok
psyb0t/docker-talkies ciprian.51k.eu Self-hosted Docker speech API for OpenAI-compatible transcription and text-to-speech, stre 7 Claude Code, Codex, OpenCode 3 5,362 tok
seongwon030/velog_mcp npmjs.com An MCP server for writing and managing posts on Velog with Claude and Codex 7 Claude Code, Codex, OpenCode 2 1,603 tok
WasmAgent/wasmagent-js wasmagent.github.io Embedded agent runtime compliance layer — WASM sandbox, MCP firewall, capability manifests 7 Claude Code, Codex, OpenCode 2 3,963 tok
vuluu2k/webcake-landing-mcp mcp.toolvn.io.vn MCP server: Webcake landing-page element schemas + AI usage hints + page-source persistenc 7 Claude Code, Codex, OpenCode 9 9,051 tok
Zts0hg/codexspec zts0hg.github.io A Requirements-First Spec-Driven Development (SDD) toolkit for Codex and Claude Code with 7 Claude Code, Codex, OpenCode 2 16,958 tok