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
CoinStatsHQ/coinstats-mcp 17 Codex, OpenCode 1 314 tok
fabioconcina/claumon claumon.fabioconcina.com Claude Code dashboard: see where your limits are headed before you hit them. Calibrated us 17 Claude Code 1 678 tok
gurkanfikretgunak/masterfabric_core pub.dev A comprehensive Flutter package core utilities, base classes, and shared logic for buildin 17 Claude Code, Codex, Cursor, OpenCode 3 54 tok
K-dash/typemux-cc Claude Code plugin: Python type-checker LSP multiplexer. Auto-detects .venv and routes to 17 Claude Code, Codex, OpenCode 6 1,908 tok
Nazruden/mcp-openvision MCP Server using OpenRouter models to get descriptions for images 17 Cursor 1 1,122 tok
Carloslee96/vizagent-dashboard Turn CSV/Excel data into beautiful HTML dashboards — 20+ built-in themes, zero API spec mo 17 Claude Code, Codex 2 —
MatthewPDingle/consulting-agents-mcp An MCP server that interfaces with OpenAI, Google, and Anthropic's APIs to give Claude Cod 17 Claude Code 1 531 tok
RokLenarcic/mcp-server MCP Server library 17 Claude Code 1 936 tok
SiroSuzume/mcp-ts-morph Provides refactoring functionality using ts-morph through MCP 17 Claude Code 7 2,089 tok
tanker327/prompts-mcp-server MCP server for managing and providing prompts with TypeScript, caching, and comprehensive 17 Claude Code 1 1,500 tok
jxnl/python-apple-mcp 17 Claude Code 1 232 tok
anousss007/ng-blatui ngblatui.remix-it.com Accessible Angular 22 UI library (standalone, signals, zoneless, SSR) ported from BlatUI — 17 Codex, OpenCode 1 768 tok
atesgoral/vite-plugin-mcp-client-tools Pluggable Vite MCP plugin that brings client-side tools to your existing Vite setup 17 Codex, OpenCode 1 1,287 tok
shyamsridhar123/agentsmith-cli Agentify any repository in one command. AgentSmith maps a local codebase or GitHub URL and 17 Claude Code, Codex 18 1,629 tok
CloudChef/atlasclaw-providers atlasclaw.ai atlasclaw-providers are the integration with enterprise systems through skills and webhook 17 Codex, OpenCode 1 1,777 tok
olddonkey/olddonkey-skills Agent skills distilled from real-world usage — codex-implementation-loop: delegate coding 17 Codex, OpenCode 1 2,287 tok
andrader/jup andrader.github.io jup is a command-line tool for installing and managing agent skills across different ai ag 17 Claude Code, Codex, Gemini CLI, OpenCode 4 1,611 tok
falense/openpaper A personalized newspaper that knows only you will ever read it. Claude Code plugin that tu 17 Claude Code, Codex, OpenCode 3 263 tok
infinitepi-io/bookmark-manager-mcp A lightweight Model Context Protocol (MCP) server that provides persistent bookmark manage 17 Claude Code 2 —
datht-work/safeai-global-agent SafeAI-Global Compliance Suite 🛡️ Building globally compliant software is slow, expensive 17 GitHub Copilot 1 1,002 tok
Mark7766/ai-coding-ok Helps you code with AI like an experienced developer, solving issues with poor AI-generate 17 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,374 tok
arthurfantaci/qlik-mcp-server MCP server providing AI assistants with comprehensive access to Qlik Sense applications - 17 Claude Code 1 1,042 tok
aartiq/nowaikit nowaikit.com ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemi 17 Claude Code 10 —
1amageek/swift-skeleton Swift source code structural indexer. Extracts type declarations, properties, method signa 17 Codex, OpenCode 1 2,534 tok
protostatis/unbrowser unchainedsky.com Agent-native browser and MCP server for lightweight, Chrome-free web discovery, with expli 17 Claude Code 1 5,090 tok
sandsower/kronan-mcp MCP server for the Krónan grocery store API (Iceland) 17 Claude Code 1 249 tok
guptaprakhariitr/aiconnect-figma-mcp Open-source, local MCP server + Figma plugin: drive Figma from any AI agent. Build whole p 17 Claude Code 1 688 tok
Dayoooun/korea-stats-mcp npmjs.com An MCP server for querying KOSIS national statistics in natural language. npm: @kimdayoun/ 17 Codex, OpenCode 1 929 tok
four-meme-community/four-meme-ai CLI tool for creating and trading meme tokens on Four.Meme (BSC), with structured JSON out 17 Claude Code 1 1,458 tok
ajmcclary/Coolify-Manager This is a Claude Skill for managing and troubleshooting Coolify deployments. 17 Claude Code 1 1,482 tok
WordPress/trac-mcp wordpress-trac-mcp-server-prod.a8c-aiops.workers.dev MCP for WordPress Trac 17 Claude Code, Codex, OpenCode 2 623 tok
baichuan-inc/baichuan-mcp-servers Official Baichuan Intelligence MCP server collection 17 Claude Code 1 1,118 tok
jrjsmrtn/project-orchestration-skills Claude Code plugin: Skills for AI-assisted project orchestration 17 Claude Code 1 972 tok
appliedrelevance/frappe-mcp-server Python implementation of Frappe MCP server with advanced filtering, comprehensive API cove 17 Claude Code 1 690 tok
open-circle/agent-skills Public repository for Agent Skills 17 Claude Code, Codex, OpenCode 2 253 tok
portdeveloper/docusaurus-plugin-copy-page-button npmjs.com Docusaurus plugin that adds a copy page button to extract documentation content as markdow 17 Codex, OpenCode 1 1,447 tok
fru-dev3/AI-Ready-Life AI Ready Life — domain plugins for personal life management (health, wealth, tax, career). 17 Codex, OpenCode 1 469 tok
mcp-hangar/mcp-hangar mcp-hangar.io MCP policy enforcement plane — deterministic policy on every Model Context Protocol call: 17 Codex, OpenCode 1 4,572 tok
liquidos-ai/Odyssey liquidos.ai Odyssey is an open-source, bundle-first agent runtime written in Rust 17 Claude Code, Codex, OpenCode 2 1,557 tok
willywg/prp-manager Agent Skill for creating and executing PRPs (Product Requirements Prompts) using Context E 17 Claude Code 1 1,240 tok
litestar-org/litestar-skills Opinionated first-party agent skills, plugins, subagents, slash commands, and MCP servers 17 Claude Code, Codex, OpenCode 1 1,905 tok
ZarK/ai-supply-chain-guard Tool-agnostic Agent Skill for dependency supply-chain defense 17 Codex, OpenCode 1 298 tok
Raven-Scout/scout-plugin raven-scout.github.io Autonomous daily briefing for Claude Code that cross-checks Slack, Gmail, Calendar, Linear 17 Claude Code 1 721 tok
ostapondo/Plonk ostapondo.github.io A native, local macOS toolbox for screenshots, OCR, measuring, keep-awake, pointer tools, 17 Codex, OpenCode 1 3,557 tok
webrenew/unicon unicon.sh Shadcn for icons. 17 Claude Code, Codex, OpenCode 2 616 tok
block/model-ledger block.github.io Open-source model inventory & governance. Discovers every model, rule, and pipeline across 17 Claude Code 1 1,331 tok
harshithb3304/libre-office-mcp A cross-platform LibreOffice MCP server for AI assistants. Create, read, edit, and automat 17 Claude Code, Codex, OpenCode 2 1,640 tok
cyanheads/openalex-mcp-server npmjs.com Access the OpenAlex academic research catalog — 270M+ publications — via MCP. STDIO or Str 17 Claude Code, Codex, OpenCode 2 17,342 tok
Geo-ff/make-it-real A portable AI-agent skill that turns rough ideas into project specs, delivery scopes, and 17 Claude Code, Codex, Gemini CLI, OpenCode 3 412 tok
alexjbarnes/cockpit Claude Code, freed from your terminal: parallel sessions on any device, scheduled jobs, PR 17 Claude Code 12 —