How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
NimbleBrainInc/upjack upjack.dev Declarative AI-native application framework — schema-driven entities, Markdown skills, MCP 11 Claude Code 1 2,010 tok
MSApps-Mobile/claude-plugins msapps.mobi free, open-source plugins for Claude Code & Cowork — Google Drive, WhatsApp, YouTube, Word 11 Claude Code 1 556 tok
keugenek/krea-mcp krea.ai MCP server for Krea.ai - Generate stunning AI images & videos with Flux, Hailuo, Runway, K 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 187 tok
h3rb3rn/moe-sovereign moe-sovereign.org Self-hosted Compound AI System for sovereign environments. Features token-saving complexit 11 Claude Code, Codex, OpenCode 2 2,278 tok
bonnard-data/mcp-charts bonnard.dev Add agent-ready, interactive charts to your MCP server in a few lines. 11 Claude Code 1 1,164 tok
jeremylongshore/plugins-nixtla jeremylongshore.github.io Nixtla time series forecasting plugins for Claude Code. StatsForecast, MLForecast, and Neu 11 Claude Code 2 —
mpsuesser/effect-claudecode npmjs.com Effect v4 bindings for Claude Code's plugin primitives — hooks, skills, settings, MCP serv 11 Claude Code, Codex, OpenCode 1 2,472 tok
cdeust/ai-prd-generator-plugin AI PRD Generator — Claude Code & Cowork plugin for enterprise PRD generation with verifica 11 Claude Code 1 299 tok
hjsh200219/korea-public-data-mcp A Korean public data MCP (Model Context Protocol) server. Integrates APIs from the Ministr 11 Claude Code, Codex, Cursor, OpenCode 3 3,257 tok
RS-Nocsi/codex-cua-mcp MCP server wrapping Codex Computer Use — bring Codex Computer Use to any MCP-compatible ag 11 Claude Code 1 928 tok
seejux/waha-whatsapp-mcp 11 Claude Code 1 1,693 tok
sinch/skills sinch.com AI agent skills for Sinch communication APIs. Get expert guidance on getting started, best 11 Claude Code, Codex, OpenCode 2 2,630 tok
aibtcdev/skills aibtc.com AI agent skills for Bitcoin, Stacks, and DeFi operations 11 Claude Code 1 2,972 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
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
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
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 —
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
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
wtfzambo/pandino Reliable agentic coding. Like a Fiat Panda. 11 Claude Code, Codex, OpenCode 4 2,223 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 19,514 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
adrianczuczka/mason A context engineer MCP for your AI agents. Stops agents from writing code with outdated in 11 Claude Code 2 —
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 13,169 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
roomi-fields/osc-bridge synthhub.roomi-fields.com OSC ↔ MIDI/SysEx bridge for 977 hardware synths and music software (Ableton, Bitwig, Reape 11 Claude Code 1 888 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
abdullahkhawer/devops-skills A curated collection of DevOps Skills that enhance your development using AI to work smart 11 Claude Code 1 —
cyanheads/pixoo-mcp-server npmjs.com Render and push styled pixel art, text, dashboards, and animations to Divoom Pixoo LED dis 11 Claude Code, Codex, OpenCode 2 16,588 tok
TsukumoHQ/trovex trovex.dev Token-efficient MCP doc-router — one canonical doc per query for your coding agents. 11 Claude Code 4 —
aplaceforallmystuff/mcp-threatintel MCP server for unified threat intelligence - AlienVault OTX, AbuseIPDB, GreyNoise, and abu 11 Claude Code, Codex, Gemini CLI, OpenCode 3 538 tok
akutishevsky/monobank-mcp-server MCP server for integrating with Monobank API. 11 Claude Code 1 2,291 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
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
inoX-Network/claude-code-safety-guard 3-level override system for Claude Code - prevents destructive system operations. Born fro 11 Claude Code, Codex, OpenCode 2 1,224 tok
jassics/awesome-claude-security jassics.github.io Claude code skills, agents, memory, profiles to accomplish cybersecurity tasks, projects, 11 Claude Code 1 848 tok