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
DevonPeroutky/agent-profiler npmjs.com 15 Claude Code 1 4,101 tok
AdrianV101/obsidian-pkm-plugin npmjs.com Connect Claude Code to your Obsidian vault — MCP server plugin with 20 tools, agents, and 15 Claude Code 1 4,656 tok
nickjlamb/pubcrawl pharmatools.ai MCP server giving AI assistants verifiable access to PubMed, Europe PMC, US/UK drug labell 15 Claude Code 1 1,863 tok
miapre/mimic-ai The design system copilot that builds Figma from HTML using your real components and token 15 Claude Code 4 7,131 tok
manushi4/Screenhand screenhand.com Give AI eyes and hands on your desktop. Open-source MCP server for desktop automation — sc 15 Claude Code, Codex, OpenCode 12 5,310 tok
sunnat629/android-media-pack AndroidX Media3 1.10.1 skill pack for AI coding agents: ExoPlayer migration, Compose playe 15 Claude Code 1 1,293 tok
raydeStar/sir-thaddeus Private, local-first AI assistant for Windows with permissioned tools, durable memory, and 15 Codex, GitHub Copilot, OpenCode 6 13,425 tok
Ju571nK/sigil sigilworks.net Open-source config scanner for AI coding agents: scores the permissions, hooks, sandbox an 15 Codex, OpenCode 1 425 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 15 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
iltsarev/detach Run Codex and Claude Code reliably in the background on macOS—with a native dashboard, per 15 Claude Code, Codex, OpenCode 3 1,804 tok
sjungling/sjungling-claude-plugins personal collection of Claude Code plugins 15 Claude Code 1 3,118 tok
duyet/codex-claude-plugins Codex and Claude Code plugins 15 Claude Code, Cursor 2 1,085 tok
Peadarpol/ai-delivery-control A governance harness for AI-assisted software delivery. You govern. Agents deliver. 15 Claude Code, Codex 25 —
LaZZy0v0/tijori-finance-mcp 15 Claude Code 1 517 tok
Kaademos/secure-sdlc-agents owasp.org A team of Claude Code sub-agents that enforce security across the full SDLC, from ASVS req 15 Claude Code 9 2,116 tok
braintrustdata/bt 15 Claude Code, Codex, OpenCode 3 967 tok
nmeierpolys/mcp-structured-memory npmjs.com Structured Memory MCP Server 15 Claude Code 1 160 tok
kousen/OsqueryMcpServer MCP wrapper and Claude Code Skill for osquery 15 Claude Code 1 3,059 tok
yusong652/yade-mcp pypi.org MCP server connecting AI agents to YADE — run DEM simulations through natural conversation 15 Claude Code, Codex, OpenCode 2 1,379 tok
CaullenOmdahl/youtube-music-mcp-server YouTube Music MCP Server - Search, curate, and manage YouTube Music playlists through Clau 15 Claude Code 10 2,008 tok
septract/lean-aristotle-mcp 15 Claude Code 1 1,225 tok
AlexanderAbramovPav/scriba Fast local meeting transcription with accurate speaker diarization — for your AI assistant 15 Codex, OpenCode 1 3,281 tok
kissgyorgy/coding-agents Nix packages, skills, extensions for coding-agents (Claude Code, Gemini CLI, Pi Coding Age 15 Codex, OpenCode 1 1,509 tok
byronxlg/skillfold byronxlg.com Declarative skill manager for Claude Code and Codex. Declare skills in YAML, pin exact rev 15 Claude Code, Codex, OpenCode 2 2,102 tok
oubakiou/mdxg-redline Inline review tool for MDXG markdown — capture highlighted comments and export them as str 15 Claude Code, Codex, OpenCode 4 585 tok
Tencent-RTC/agent-skills trtc.io TRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication 15 Claude Code, Codex, OpenCode 2 3,709 tok
hwl668/Scientific-learning-skills- Diagnosis-first Agent Skills that turn AI from answer machine into learning tutor. 15 Codex, OpenCode 1 2,009 tok
ariaxhan/kernel-claude Claude Code learns from itself. Persistent memory, multi-agent orchestration, and a scient 15 Claude Code, Codex, OpenCode 4 13,388 tok
taehyeonglim/korean-elementary-learning-map-mcp MCP server for the Korean elementary school 2022 revised curriculum learning graph — inclu 15 Claude Code 1 918 tok
badchars/github-security-mcp GitHub security posture analysis for AI agents — 39 MCP tools, 45 checks across org, repos 15 Claude Code 1 1,080 tok
longbridge/longbridge-mcp 15 Claude Code 1 327 tok
ADN-DevTech/acad-api-skill AI agent skills and rules for scaffolding and building AutoCAD, Civil 3D, and Plant 3D .NE 15 Claude Code, GitHub Copilot 2 2,615 tok
Kbediako/codex-termux-pocket Codex CLI tweaked for Android/Termux (self-update + build version) 15 Codex, OpenCode 1 5,484 tok
vaaraio/vaara vaara.io Accountable Autonomy: open-source evidence layer that gates every AI agent tool call again 15 Codex, OpenCode 1 1,065 tok
sint-ai/sint-protocol sint.gg Open-source runtime security and governance for AI agents, MCP tools, robotics, industrial 15 Claude Code, Codex, OpenCode 2 4,765 tok
elkadrinaoufal1996/hormozi-marketing-ultimate Ultimate marketing plugin for Claude Code and Cowork — selling digital products (PDF guid 15 Claude Code, Codex, OpenCode 1 2,260 tok
XD3an/awesome-ai-coding-all-in-one A curated collection of AI-powered coding tools, configurations, and resources to enhance 15 Claude Code 3 —
jungjaehoon-lifegamez/MAMA Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client 15 Claude Code, Codex, OpenCode 2 3,625 tok
reactiveui/Primitives A compact, allocation-conscious reactive programming library for .NET built on IObservable 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,328 tok
songth1ef/nestwork songth1ef.github.io Sync memory across multiple AI agents via git. Claude/Codex/Gemini/Hermes on different mac 15 Claude Code, Codex, OpenCode 2 13,281 tok
costrict-plugins-repo/multica-ai-karpathy-skills-andrej-karpathy-skills costrict-plugins mirror of multica-ai-karpathy-skills-andrej-karpathy-skills (auto-generat 15 Claude Code 1 522 tok
Montimage/mitre-mcp A Model Context Protocol (MCP) server that provides tools for working with the MITRE ATT&C 15 Claude Code, Codex, OpenCode 2 1,291 tok
SiluPanda/academic-researcher Skill to write academic research papers 15 Claude Code 1 —
danielsimonjr/everything-mcp MCP server for Everything search engine - instant file search for Windows 15 Claude Code, Codex, OpenCode 2 1,504 tok
him229/stays pypi.org Google Hotels MCP server and Python library — reverse-engineered batchexecute client with 15 Claude Code, Codex, OpenCode 2 4,977 tok
guycochran/resolve-mcp-server DaVinci Resolve MCP Server — 53 tools for AI-powered remote video editing via Claude 15 Claude Code, Codex, OpenCode 2 1,731 tok
corbym/memoryweb A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by type 15 Claude Code, Codex, OpenCode 2 8,978 tok
srigi/mcp-google-images-search MCP server for searching images with Google 15 Claude Code 1 712 tok
AutomoxCommunity/automox-mcp An MCP server implementation for Automox 15 Claude Code 1 2,772 tok
eddmann/garmin-connect-cli eddmann.com Garmin Connect from your terminal. Pipe it, script it, automate it. 15 Claude Code, Codex, OpenCode 2 88 tok