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
aibtcdev/skills aibtc.com AI agent skills for Bitcoin, Stacks, and DeFi operations 11 Claude Code 1 2,972 tok
CometWorks/skills Skill library for Space Engineers plugin, mod and in-game script development. Usable with 11 Codex, GitHub Copilot, OpenCode 2 239 tok
222wcnm/BiliStalkerMCP Bilibili MCP server (Model Context Protocol) for AI agents. Access user profiles, videos, 11 Codex, OpenCode 1 882 tok
EthanQC/feishu-user-plugin ethanqc.github.io Feishu MCP server + CLI tool: lets Claude Code/Codex/scripts directly take over your Feish 11 Claude Code, Codex, OpenCode 2 6,712 tok
GabrielAmz/web-anatomy webanatomy.ai Skills for your AI agent to audit, rewrite, and build landing pages that convert. Every mo 11 Claude Code, Codex, OpenCode 2 1,657 tok
exmergo/skill-no-em-dashes A Claude Code skill that produces writing with zero em dashes, and, just as important, wri 11 Codex, GitHub Copilot, OpenCode 2 876 tok
Avierovich/openpitch avierovich.github.io Open, real-time, fully-sourced intelligence on AI startups — MCP-native, zero-cost. A free 11 Claude Code, Codex, OpenCode 3 4,511 tok
maojiebc/majia-chatcut-koubo clawhub.ai ChatCut voiceover · Practical production edition|v1.6.0 Reliable one-sentence editing and 11 Codex, OpenCode 1 640 tok
a275618631/codex-antigravity-collaboration a275618631.github.io Reference architecture and working case study for Codex × Antigravity agent-runtime collab 11 Codex, OpenCode 1 321 tok
Jakedismo/visual-explainer-extension Refactor of https://github.com/nicobailon/visual-explainer Nico Bailons excellent agent sk 11 Gemini CLI 1 806 tok
YuriNachos/claude-scope Beautiful, customizable statusline for Claude Code CLI. Multiple widgets, themes, AI-frien 11 Claude Code 4 845 tok
timurgaleev/memex Self-hosted memory for your AI agents: hybrid vector + keyword + entity-graph search over 11 Claude Code, Codex, OpenCode 2 5,985 tok
davidmosiah/wellness-nourish wellness.delx.ai Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal loggi 11 Codex, OpenCode 1 173 tok
pyranthus-hq/mora Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, 11 Codex, OpenCode 1 842 tok
Rastrian/DiscordMCP blog.rastrian.dev A multi-server Discord control plane that exposes Discord operations as MCP tools, resourc 11 Claude Code 1 2,198 tok
osauer/canary osauer.dev Canary is a local risk desk for your brokerage account: daily brief, portfolio and market 11 Claude Code, Codex, OpenCode 5 1,000 tok
BjornMelin/grammarly-mcp MCP server for Grammarly AI detection and plagiarism scoring via Stagehand + Browserbase b 11 Claude Code 1 2,156 tok
unitedideas/nothumansearch nothumansearch.ai Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai 11 Claude Code 1 —
RoxyAPI/astrology-ai-chatbot roxyapi.com Astrology AI chatbot template. Western charts, Vedic kundli, tarot, numerology, BaZi and d 11 Codex, OpenCode 1 2,075 tok
ravenintheforrest/aiden-mcp aidenmcp.ravenhoward.org MCP server for the Fellow Aiden coffee brewer. Lets Claude push profiles, scrape roaster p 11 Claude Code 1 1,281 tok
yuriipalam/codex-status-bar A compact macOS menu bar companion for Codex: live status icons, elapsed timers, active an 11 Codex, OpenCode 1 862 tok
firstintent/a2a-bridge Agent-to-agent bridge — Claude Code, Codex, OpenClaw, Hermes Agent, Gemini CLI, Zed & VS C 11 Claude Code 1 1,740 tok
vinilana/anyharness 11 Claude Code 9 1,427 tok
ArcadeAI/safeword arcadeai.github.io Personal AI agent guides, templates, and learnings 11 Claude Code, Codex, OpenCode 9 4,277 tok
FacturaScripts/fs-claude-plugin 11 Claude Code 1 1,895 tok
EricAndrechek/Pacer ericandrechek.github.io Native macOS app for tracking Claude Code usage — tokens, cost, rate-limit pacing, per-pro 11 Claude Code, Codex, OpenCode 3 18,716 tok
linggen/linggen linggen.dev Local-first AI agent runtime for macOS — any model on your own machine, skills as files, y 11 Claude Code 2 1,765 tok
satheeshds/gbp-review-agent Google Business Profile Reviews MCP Server 11 GitHub Copilot 1 429 tok
adrianczuczka/mason A context engineer MCP for your AI agents. Stops agents from writing code with outdated in 11 Claude Code 2 —
fmschulz/omics-skills fmschulz.github.io 11 Codex, OpenCode 1 2,403 tok
apresmoi/jianglens jianglens.com Agentic Organization Research Project - Jiang Lens is an independent research and reading 11 Codex, OpenCode 1 2,332 tok
miikkij/aimeat-protocol aimeat.io The Linux of AI - an open, federated, self-hosted AI operating system. Humans, AI agents, 11 Claude Code, Codex, OpenCode 21 12,940 tok
L-X-T/ng-agentic angulararchitects.io A practical Angular workspace starter with modern best practices, AI-ready tooling, and sc 11 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,522 tok
aiatelie/ai-atelie Local-first, open-source alternative to Anthropic's Claude Design. MIT-licensed, BYO agent 11 Claude Code, Codex, OpenCode 2 1,453 tok
damionrashford/Adversaria Critical thinking plugin for Claude Code. Three specialized agents (advocate, adversary, j 11 Claude Code 2 3,137 tok
omarshahine/restaurant-cli Pluggable CLI for booking restaurant reservations — Resy today, OpenTable / Tock / SevenRo 11 Codex, GitHub Copilot, OpenCode 2 641 tok
LLMTooling/code-search-mcp Model Context Protocol server providing powerful and efficient codebase search tools, incl 11 Claude Code 6 1,476 tok
cskiro/claudex Playground for Claude Code Plugins & Skills 11 Claude Code 1 2,070 tok
skyciv/skyciv-ai-skills Public repository of skills for people or LLMs to read off 11 Claude Code, GitHub Copilot 2 5,200 tok
azdigi-official/hosting_ai_skills Skill AI thao tác gói hosting cPanel (Claude Code plugin + Codex). Cài: /plugin marketplac 11 Codex, OpenCode 1 853 tok
TsukumoHQ/trovex trovex.dev Token-efficient MCP doc-router — one canonical doc per query for your coding agents. 11 Claude Code 4 —
akutishevsky/monobank-mcp-server MCP server for integrating with Monobank API. 11 Claude Code 1 2,291 tok
ghighi3f/garmin-grafana-mcp-server Bring your Garmin data to AI. An MCP server that bridges the garmin-grafana InfluxDB ecosy 11 GitHub Copilot 1 1,932 tok
SidneyBissoli/bcb-br-mcp bcb.sidneybissoli.com MCP server for Brazil Central Bank (BCB) data — Selic, IPCA, exchange rates, GDP for AI ag 11 Claude Code 1 9,830 tok
vigneshbarani24/sap-superpowers sap-superpowers.vercel.app The SAP consultant's AI operating system - enforced workflows, checklists, and hard gates 11 Claude Code 2 2,353 tok
pekral/cursor-rules pekral.cz PHP and Laravel Cursor rules — coding standards, testing, and conventions for the Cursor e 11 Claude Code 1 627 tok
mumez/pharo-agentic-browser A multi-agent AI coding workspace and orchestration environment for Pharo Smalltalk, featu 11 Codex, OpenCode 1 1,799 tok
stepanov1975/hermes-local-knowledge Hermes Agent plugin for local knowledge search and artifact routing—find the right skill, 11 Codex, OpenCode 1 1,869 tok
Jignesh-Ponamwar/skills-mcp skills-mcp-jignesh.vercel.app A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over 11 Claude Code, GitHub Copilot 2 1,519 tok
chinkan/RustFox Your own local AI assistant on Telegram — Rust, sandbox, schedule, MCP, persistent memory. 11 Claude Code 1 4,224 tok