How real projects configure their agents

24,815 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
GifariKemal/argus-web-mcp Argus — SURIOTA self-hosted web fetch/scrape/search MCP (20 tools, unlimited, owned). Repl 4 Claude Code, Codex, OpenCode 2 3,820 tok
Digital-Defiance/ai-capabilities-suite digital-defiance.github.io Give AI agents superpowers with MCP servers for capabilities they've never had before. 4 Codex, OpenCode 1 105 tok
phishark-git/phishark-playwright-mcp Playwright MCP with PhiShark preflight and browser-deep protection 4 Claude Code, Codex, OpenCode 2 643 tok
larsbaunwall/Unlinked Bring your LinkedIn professional profile into AI assistants 4 Claude Code, Codex, OpenCode 5 2,615 tok
Echoqili/ssh-licco SSH Model Context Protocol Server - Provides AI models with SSH capabilities 4 Claude Code, Codex 10 —
dinglebear-ai/cortex npmjs.com Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLit 4 Claude Code, Codex, Gemini CLI, OpenCode 4 1,659 tok
dinglebear-ai/rarcane npmjs.com Rust MCP server and CLI for Arcane Docker/container management, with action-dispatched too 4 Claude Code, Codex, Gemini CLI, OpenCode 4 4,903 tok
Arjun0606/smolanalytics smolanalytics.com End-to-end tests without test code. Write one sentence, an agent drives a real browser on 4 Codex, OpenCode 1 530 tok
Ask-812/oswright MCP server for Windows desktop automation. Incremental perception instead of a screenshot 4 Codex, GitHub Copilot, OpenCode 2 1,604 tok
PrintrFi/printr-mcp printrfi.github.io Printr mcp server for AI agents 4 Claude Code, Codex, OpenCode 5 923 tok
QiuwenZheng/interminal Lightweight MCP server for SSH and local terminal access 4 Claude Code, Codex 2 1,000 tok
ShinyDapps/l402-kit shinydapps-api.vercel.app The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Pyt 4 Claude Code, Codex, OpenCode 2 3,297 tok
WhenLabs-org/when Six tools. One install. The WhenLabs developer toolkit. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,498 tok
Apomera/AlloFlow apomera.github.io AI-powered instructional differentiation engine that runs in Gemini canvas preview mode. A 4 Claude Code, Codex, Gemini CLI, OpenCode 11 1,842 tok
Bortlesboat/bitcoin-mcp 50 standard Bitcoin tools for MCP agents, with 6 prompts and 8 resources. Uses a local nod 4 Codex, GitHub Copilot, OpenCode 2 863 tok
MuhDur/oraclemcp durakovic.ai Safe-by-default Oracle Database MCP server, in pure Rust — fail-closed SQL guard, engine-f 4 Codex, OpenCode 1 3,892 tok
cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~188M scholarly works, and fetch references via the Crossref REST API 4 Claude Code, Codex, OpenCode 2 20,436 tok
cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger 4 Claude Code, Codex, OpenCode 2 21,104 tok
anthony-maio/cartograph 4 Claude Code, Codex 3 746 tok
lucasmella-stack/misMEM Memoria persistente cooperativa para LLMs: una SQLite + MCP. Tres capas (episodios → recue 4 Claude Code, Codex, OpenCode 2 5,962 tok
ampres-ai/talamus ampres-ai.github.io Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and an 4 Codex 1 —
edithatogo/mchs edithatogo.github.io Software tools for IHACPA National Weighted Activity Unit microcosting and health-service 4 Codex, OpenCode 1 86 tok
josesepulvedapino/zahori npmjs.com Find the media stream behind any web page: browser-driven HLS/DASH/MP4 resolution with lea 4 Codex, OpenCode 1 421 tok
domdomegg/openfoodfacts-mcp 🍎 MCP server for the Open Food Facts API - search, read, and contribute to the world's la 4 Claude Code, Codex 1 —
kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. 4 Claude Code, Codex, OpenCode 2 79 tok
rn-devtools-hub/rn-devtools-hub rn-devtools-hub.github.io The agent runtime for React Native and Expo: an MCP server that sees the app the way React 4 Claude Code, Codex, OpenCode 4 4,962 tok
warwickwood-cell/gengeo-agent-registry gengeo.co Machine-readable merchant verification infrastructure for AI shopping agents and agentic c 4 Codex, OpenCode 1 142 tok
totonga/odsbox-jaquel-mcp MCP server to work with odsbox to access ASAM ODS HTTP API. 4 Codex, OpenCode 1 63 tok
mrgnfndr-dr/mind-clone Turn any public author into a grounded AI clone you can ask. Built from their public conte 4 Codex, OpenCode 1 1,747 tok
ivuorinen/skills Nitpicker — a hostile audit toolkit for coding agents. One skill, one entry point, a full 4 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,117 tok
tasktimepro/tasktime tasktime.pro Agent-ready local-first tasks, time tracking, expenses, and invoicing for freelancers. 4 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,827 tok
emaballarin/ccplugins ✨ Personal plugins for Claude Code (& friends)... maybe worth sharing! 4 Claude Code, Codex, OpenCode 2 141 tok
stealth-factory/skills Agent skills we use daily in the studio — reusable, on-demand context for Claude Code, Cur 4 Claude Code, Codex, OpenCode 2 3,028 tok
JZKK720/cubecloud-skills-bundle-kit One-command setup for a full VS Code Copilot Chat agent-skills stack on Windows - 254 bund 4 Codex, GitHub Copilot, OpenCode 2 2,817 tok
gaia-research/gaia-skill-heaven gaia-research.github.io Skill Heaven -- for real software engineers. Agent Plugin that treats your skills like RAM 4 Claude Code, Codex, OpenCode 2 4,444 tok
obeone/claude-skills 🧠 Modular skills for autonomous AI agents. Production-ready Docker & Kubernetes tooling w 4 Codex, OpenCode 1 1,960 tok
patriarchal-boothose896/notebooklm-py Provide full Python API access to NotebookLM features, including advanced functions beyond 4 Claude Code, Codex, OpenCode 2 2,470 tok
rhnfzl/slide-sage Show your presentations with charts, diagrams, and code highlighting. Works with most AI c 4 Codex, OpenCode 1 1,222 tok
aipickgold/md2card aipickgold.com 🎴 Xiaohongshu graphic card generator · Convert Markdown to 3:4 cards with one click · 55+ 4 Claude Code, Codex, OpenCode 2 919 tok
arifulislamat/bd-income-tax-skills Bangladesh individual income-tax Agent Skill (Income Tax Act 2023 + Finance Act): slabs, t 4 Claude Code, Codex, OpenCode 2 1,223 tok
agoradynamics/wick Drop-in thinking-partner personality layer for Claude Code, Cursor, ChatGPT, and 20+ AI ag 4 Claude Code, Codex, OpenCode 2 6,592 tok
danger-English/agent-zero-to-one-cn cclearning.cn An introduction to AI Coding Agents and an Agent Skill guide for Chinese beginners; offici 4 Claude Code, Codex, OpenCode 2 584 tok
Immoderate-humulin783/odoo-skills Automate Odoo development tasks including addon reviews, OCA migrations, test writing, and 4 Claude Code, Codex, OpenCode 2 945 tok
Endokelp/DecisionCouncil skills.sh Evidence-bound multi-agent council for Cursor and Claude Code. Scout (last30days), Advocat 4 Codex, OpenCode 1 194 tok
beriktassuly/solana-audit-skill Evidence-backed Solana audit skill for Claude Code and Agent Skills: report-backed taxonom 4 Codex, OpenCode 1 279 tok
tuanduongdn1504/agentic-ai-brain-for-trending Personal LLM Wiki + Pattern Library + Routine v2.1 — Karpathy's pattern applied to agentic 4 Codex, OpenCode 1 840 tok
HubWu42/hubwu-skills HubWu's curated collection of open-source Agent Skills — cross-agent compatible, following 4 Claude Code, Codex, Gemini CLI, OpenCode 3 834 tok
Pierry/harness-kit pierry.github.io Gated Claude Code delivery pipeline: idea to merged PR through PRD, PRP, plan, dev, test, 4 Claude Code, Codex, OpenCode 7 5,687 tok
biggora/dev-team gordejev.lv Claude Code plugin that orchestrates a team of specialized AI agents for full-cycle softwa 4 Claude Code, Codex, Gemini CLI, OpenCode 3 15,400 tok
hoatv2211/GameStudio-CodexKIT hoatv2211.github.io Native Codex plugin and Hermes Agent skill kit for game studios working across Unity, C++, 4 Codex, OpenCode 1 1,798 tok