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
ajmcclary/Coolify-Manager This is a Claude Skill for managing and troubleshooting Coolify deployments. 16 Claude Code 1 1,482 tok
clsung/tw-stock-agent A Model Context Protocol (MCP) server for Taiwan stock data. 16 Claude Code 1 1,586 tok
earonesty/boxpdf earonesty.github.io Tiny box-layout DSL over pdf-lib. Flexbox-lite for server-side PDF generation in Node, Clo 16 Codex, OpenCode 1 148 tok
bobmatnyc/claude-mpm-agents Agent template library for Claude MPM with BASE-AGENT.md inheritance system. 39 specialize 16 Claude Code, Codex, OpenCode 2 1,082 tok
baichuan-inc/baichuan-mcp-servers Official Baichuan Intelligence MCP server collection 16 Claude Code 1 1,118 tok
appliedrelevance/frappe-mcp-server Python implementation of Frappe MCP server with advanced filtering, comprehensive API cove 16 Claude Code 1 690 tok
gkastanis/drupal-workflow Claude Code plugin for Drupal development: 16 skills, 4 agents, 10 commands, and quality-g 16 Claude Code 1 2,120 tok
jpoutrin/product-forge Claude Code Marketplace Plugin to dev like a pro in a multi-agent fashion 16 Claude Code 1 155 tok
tripsyapp/cli 16 Codex, OpenCode 1 2,353 tok
portdeveloper/docusaurus-plugin-copy-page-button npmjs.com Docusaurus plugin that adds a copy page button to extract documentation content as markdow 16 Codex, OpenCode 1 1,447 tok
tatopenn-cell/Dense-Evolution tatopenn-cell.github.io NISQ Quantum Simulation toolkit- JAX-Native. 16 Claude Code 1
Shoebtamboli/rails_claude_skills rubygems.org A Rails generator gem that scaffolds Claude AI skills and agents for any Rails project. 16 Claude Code 1 2,751 tok
ArchSightLabs/archsight-aios Skills, workflows, and multi-agent toolkit for knowledge workers and AI R&D teams in the c 16 Claude Code, Codex, Gemini CLI, OpenCode 3 757 tok
git2968/Desktop-pet A desktop pet app supporting Live2D, the Codex Hatch-Pet model, AI conversations, persona 16 Claude Code 1 522 tok
OpenAnalystInc/10x-Content-Expert 10x.in A comprehensive Claude Code skills plugin for AI-powered content creation. Creates emails, 16 Claude Code 2 3,212 tok
oila-gmbh/skill-bill skillbill.dev SkillBill packages your engineering judgment into governed skills, then uses a durable Kot 16 Claude Code, Codex, OpenCode 2 2,769 tok
kununu/agent-bridge This skill accommodates Agent-to-Agent communitcation: e.g. Codex asking Claude for a revi 16 Codex, OpenCode 1 139 tok
Raven-Scout/scout-plugin raven-scout.github.io Autonomous daily briefing for Claude Code that cross-checks Slack, Gmail, Calendar, Linear 16 Claude Code 1 721 tok
webrenew/unicon unicon.sh Shadcn for icons. 16 Claude Code 1 613 tok
zulip/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. 16 Claude Code 1 922 tok
kpshinnik/docs_masked Local anonymization of documents before sending them to an LLM and restoration of the orig 16 Codex, OpenCode 1 612 tok
hby7921/BannerlordSage A Model Context Protocol (MCP) server for Mount & Blade II: Bannerlord. Gives AI agents ac 16 Codex, GitHub Copilot, OpenCode 2 1,480 tok
yzonur/sap-adt-mcp MCP server giving Claude live access to SAP systems via ADT — read, edit, search, test, an 16 Claude Code 1
PIsberg/vibetags VibeTags is a Java annotation processor that acts as AI guardrails for code generation too 16 Claude Code, Codex, Gemini CLI, OpenCode 14 8,031 tok
capazme/mcp-legal-it MCP server + Claude plugin for Italian law — 200+ tools: verified statutes, case law searc 16 Claude Code 2 13,401 tok
verivus-oss/llm-cli-gateway llm-cli-gateway.dev MCP server providing unified access to Claude Code, Codex, Gemini, Grok and Mistral CLIs w 16 Claude Code, Codex, Cursor 19 7,380 tok
yelmuratoff/agent_sync Write AI rules once → sync to Claude, Cursor, Copilot, Gemini and more tools automatically 16 Claude Code, Codex 20
jasonjgardner/blockbench-mcp-project Example project using the Blockbench MCP plugin 16 Claude Code, Codex, GitHub Copilot, OpenCode 14 1,015 tok
Mofesto/fubon-api-mcp-server 16 Claude Code, Codex, GitHub Copilot, OpenCode 8 5,373 tok
javded-itres/Holix holix-agent.ru Helix is ​​a powerful self-learning AI agent with memory, skills, and the ability to recal 16 Codex, OpenCode 1 293 tok
shir-danishyar/humanize Agent skill that removes documented AI-writing patterns — two modes, register awareness, v 16 Codex, OpenCode 1 277 tok
ckorhonen/claude-skills cdd.dev A curated collection of skills for Claude Code and Codex — specialized capabilities across 16 Claude Code, Codex, OpenCode 2 502 tok
avikalpa/codex-litellm Maintained LiteLLM patchset for Codex CLI. 16 Codex, OpenCode 1 1,905 tok
kcsinclair/kaos-control kaos-control.io Self-hosted orchestrator for Claude Code agents: drive ideas through a role-gated SDLC (pl 16 Claude Code, Codex, Gemini CLI, OpenCode 3 2,334 tok
artyomsv/quil quil.cc Reboot-proof terminal multiplexer for AI-native devs — a tmux alternative that persists yo 16 Claude Code 1
twells89/sigma-migration-skills Claude Code plugin marketplace: migrate Tableau / Power BI / Qlik to Sigma (converter + as 16 Codex, OpenCode 1 2,968 tok
paulieb89/uk-legal-mcp bouch.dev UK legal research MCP server — case law, legislation, Hansard, bills, committees, HMRC, OS 16 Claude Code 6 3,986 tok
BnJam/stac-mcp An MCP Server for STAC requests 16 Codex, GitHub Copilot, OpenCode 2 5,711 tok
marcusquinn/amazon-order-history-csv-download-mcp Download Amazon Order History As Orders & Items CSV files, plus simplified CSV file versio 16 Claude Code, Codex, Cursor, OpenCode 3 1,350 tok
skein-js/skein-js skein-js.github.io Open-source alternative to LangGraph Platform for TypeScript — self-host your LangGraph.js 16 Claude Code, Codex, OpenCode 4 3,186 tok
costajohnt/oss-autopilot Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PR 16 Claude Code 1 2,441 tok
HorizunGroup/horizun-pbi-mcp pypi.org Open-source Power BI MCP to build, audit and repair Desktop models and PBIP reports with D 16 Codex, OpenCode 1 3,288 tok
guguzea/MC-AI-Coding-Assistant-Tool A complete toolkit that helps AI coding assistants such as Cursor and Claude Code write Mi 16 Codex, OpenCode 1 12,079 tok
MoonTzai/debate-coach A debate coach Skill and web app based on the Debate Fundamentals system and the Grill-Me 16 Claude Code 1 5,885 tok
mikrotik-mcp/mikrotik-mcp mikrotik-mcp.usestrict.dev A Bun-native MCP server that turns one or more MikroTik routers into +880 tools your AI ca 16 Claude Code, Codex, OpenCode 32 4,769 tok
seoskillsai/seo-skills-ai seoskillsai.com SEO Skills AI: Universal AI SEO Agent & Technical Optimization Suite across Claude Code, A 16 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 2,614 tok
zaber-dev/free-ai-gateway npmjs.com Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer 16 Claude Code, Codex, OpenCode 5 1,137 tok
theYahia/tilda-mcp npmjs.com MCP server for Tilda — website builder, page management (Russia). Part of WWmcp — 46 MCP s 16 Claude Code 3
smaramwbc/statewave-grounded-shop-assistant Statewave use case in TypeScript: a grounded product advisor and support assistant, with a 16 Codex, OpenCode 1 1,050 tok
claude-code-expert/carve-harness Harness Engineering for Project 16 Claude Code, Codex, Cursor, OpenCode 43 2,558 tok