How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
emiliomartucci/marvis The Company Brain your agents install — use your coding agent to run projects and coordina 14 Claude Code, Codex, OpenCode 2 199 tok
asta-nguyen/kamehadb kamehadb.astalife.co KamehaDB is a cross-platform database GUI - AI. Support query via human language 14 Claude Code, Codex, OpenCode 18 6,450 tok
block/model-ledger block.github.io Open-source model inventory & governance. Discovers every model, rule, and pipeline across 14 Claude Code 1 1,331 tok
Magnifico4625/locus magnifico4625.github.io Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claud 14 Codex, OpenCode 1 1,092 tok
cyanheads/openalex-mcp-server npmjs.com Access the OpenAlex academic research catalog - 270M+ publications through MCP. STDIO & St 14 Claude Code, Codex, OpenCode 2 10,958 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Codex, GitHub Copilot, OpenCode 5 7,516 tok
Tideshift-Labs/Fathom A Rider Plugin for improving UE5 C++ development for your LLM agent of choice 14 Codex, OpenCode 1 683 tok
Krzysztof318/MailFathom krzysztof318.github.io A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native servi 14 Claude Code, Codex, OpenCode 13 7,961 tok
tmdgusya/gemini-swarm 14 Codex, Gemini CLI, OpenCode 2 2,567 tok
TyKolt/kremis kremis.mintlify.app A minimal graph engine for grounded AI — records, associates, and retrieves, but never inv 14 Claude Code 1
liujuanjuan1984/codex-a2a Expose Codex through A2A with an inbound server surface and embedded outbound client. 14 Codex, OpenCode 1 1,097 tok
seanyao/roll seanyao.github.io Autonomous software delivery with AI agents — your BACKLOG runs itself, guided by encoded 14 Claude Code, Codex, OpenCode 3 1,862 tok
forsonny/Codex-OS ko-fi.com Codex CLI development framework that transforms product ideas into production-ready softwa 14 Codex, OpenCode 1 680 tok
caihongxu/palmier palmier.me Run AI agents on your computer and dispatch tasks from anywhere, approve actions on the go 14 Claude Code 2 226 tok
2389-research/mcp-socialmedia 2389-research.github.io 14 Claude Code 1 22 tok
blacksmithers/vaultforge Local MCP server for Obsidian vault operations — search, intelligence, canvas tools 14 Claude Code 1 894 tok
daeryundf2-prog/LAZYANTIGRAVITY Open-source agent orchestration framework providing deterministic multi-agent workflows, A 14 Claude Code, Codex, OpenCode 1 1,169 tok
SiniyaYousuf/everything_claudecode 14 Claude Code, Codex, OpenCode 58
TsuyoshiUshio/buka-samples Sample Project for the buka project 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,584 tok
v0id-user/setmac macOS setup automator. Reinstall all your dev tools, apps, and configs after a fresh forma 14 Claude Code, Cursor 3 1,979 tok
yuxaoxao/dot-ai 14 Claude Code, Codex, OpenCode 2 109 tok
mishanefedov/agentwatch Local-only observability for AI agents on your machine. One timeline across coding and non 14 Claude Code, Codex, OpenCode 2 1,254 tok
MageByte-Zero/agent-guidelines Full-stack AI collaboration codex (CLAUDE.md / AGENTS.md / Cursor rules) distilled from Ka 14 Claude Code, Codex, OpenCode 2 6,350 tok
Hackbyrd/orbital-express A better way to organize and develop on your Express.js Node.js application. Built for dev 14 Claude Code, Codex, GitHub Copilot, OpenCode 24 3,514 tok
BrianNguyen29/x-harness A small, file-first verification harness that turns an AI agent's "I'm done" claim into an 14 Codex, OpenCode 1 1,864 tok
doublesq97-ui/su-webstyle-top12 Top 12 overseas web style atlas skill for Codex, Claude Code, and agentic coding tools. 14 Claude Code, Codex, OpenCode 2 294 tok
ChrisDBaldwin/Masques masques.ai Role-playing for Agents — temporary cognitive identities bundling intent, context, and len 14 Claude Code, Codex, OpenCode 2 3,938 tok
andikarachman/data-science-plugin Data science and ML workflow tools for Claude Code. 6 agents, 4 commands, 6 skills for pro 14 Claude Code 1 1,378 tok
jordanhindo/lore Agent Skill & CLI for infinite multi-harness session context. Any agent, any session, any 14 Codex, OpenCode 1 2,407 tok
UitbreidenOS/UitKit uitkit-os.vercel.app Claude Code Skills, Agents & Plugins — UitKit 14 Claude Code 1 905 tok
sebyul2/backstage Watch your AI agents work in a pixel art office — Claude Code plugin 14 Claude Code 1 87 tok
HA7CH/cv-pro cv.ha7ch.com cv — turn a PDF resume into a living personal site. Multi-tenant resume hosting with a Cla 14 Claude Code, Codex, OpenCode 2 79 tok
jonathanbossenger/wordpress-plugin-copilot-instructions WordPress Plugin GitHub Copilot Instructions 14 GitHub Copilot 1 2,356 tok
sjh9714/mergewarden sjh9714.github.io See which external pull requests need context before code review. Deterministic, no login, 14 Codex, OpenCode 1 830 tok
aplaceforallmystuff/cheaters-generator jimchristian.net Claude Code plugin for generating personalized cheatsheet systems 14 Claude Code, Codex, Gemini CLI, OpenCode 4 107 tok
lucemia/trading-agents-plugin Multi-agent trading analysis as a Claude Code slash command — no external LLM API cost 14 Claude Code 1
strvmarv/total-recall Multi-tiered memory and knowledge base plugin for TUI coding assistants (Claude Code, Copi 14 Claude Code, Codex, Kiro, OpenCode 2 9,941 tok
eirichmond/wordpress-plugin This repo is a Claude Code plugin with the skills, reference and commands needed to build 14 Claude Code 1 612 tok
Laotree/verify-networking-plugin Network check before Claude Code starts — DNS, exit IP region, and TCP connectivity with � 14 Claude Code 1 1,659 tok
OlegHQ/agentpack oleghq.github.io 🤖 The package manager for AI coding agents — pin, resolve, and sync skills & plugins acro 14 Claude Code, Codex, OpenCode 4 11,462 tok
Lee-W/maigo lee-w.github.io Maigo is a multi-agent general-purpose development workflow featuring the five members of 14 Claude Code, Codex, OpenCode 2 2,588 tok
mrgoonie/searchapi-mcp-server TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/reso 14 Claude Code 1 398 tok
Dokkabei97/all-agents-mcp MCP server that orchestrates Claude Code, Codex, Gemini CLI, and Copilot CLI through a uni 14 Claude Code, Codex, OpenCode 2 1,727 tok
jascal/orca-lang Orca (Orchestrated State Machine Language) — an LLM-native code generation target 14 Claude Code, Codex, OpenCode 8 9,776 tok
elasticdotventures/_b00t_ b00t.promptexecution.com 🥾 _b00t_: state of the art agentic harness tooling & dynamic context initialization 14 Claude Code, Codex, Gemini CLI, OpenCode 54 6,242 tok
gong1414/anki-card-skill AI-powered Anki flashcard generator — works as a skill/plugin for Claude Code, Cursor, Cop 14 Gemini CLI 1 10 tok
KHAEntertainment/the-hive hivecli.com Claude can now control Gemini CLI and Openrouter agents as part of it's swarm, thanks to T 14 Claude Code 1 1,997 tok
dynamike/snowflake-mcp-server MCP Server for connecting to Snowflake with read-only questions 14 Claude Code 1 293 tok
Siddharth11Roy/tldraw-claude-mcp tldraw's live in mcp tool for claude with skill as well !! 14 Claude Code 1
2389-research/simmer 2389.ai Iterative artifact refinement with investigation-first judge board - constructs problem-sp 14 Claude Code 1 1,220 tok