45,030 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 |
|---|---|---|---|---|
| terramate-io/terramate-mcp-server The Terramate MCP Server integrates Terramate CLI and Terramate Cloud with ChatGPT, Cursor | 6 | Claude Code, Codex, OpenCode | 2 | 9,325 tok |
| flor3z-github/redmine-mcp-server Model Context Protocol server for Redmine integration | 6 | Claude Code, Codex, OpenCode | 2 | 3,987 tok |
| TonisOrmisson/limesurvey-mcp Limesurvey MCP server | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,080 tok |
| unicornops/uptime-kuma-notifier Uptime Kuma macOS menu bar notification app | 6 | Claude Code, Codex, OpenCode | 2 | 721 tok |
| Neftedollar/multiagent-template neftedollar.com Scaffold autonomous multi-agent AI workspaces in one command. 12 providers: Claude, Gemini | 6 | Claude Code | 5 | 1,295 tok |
| ptzimmerman/Padel-Americano Padel Americano Tournament Manager - Smart scheduling, court rotation, championship rounds | 6 | Claude Code | 1 | 1,473 tok |
| seoshmeo/agentboard Acceptance-driven development board for AI agents | 6 | Claude Code | 1 | 2,509 tok |
| ddgonzal3/rally A native app for calm, focused agentic development across multiple repos and branches. | 6 | Claude Code, Codex, OpenCode | 3 | 5,040 tok |
| a2ngerer/claude_onboarding_agent | 6 | Claude Code, Codex, OpenCode | 8 | 2,841 tok |
| zeyadelosherey/tapwisper-desktop tapwisper.ai TapWisper Desktop — Open-source, system-wide voice dictation with AI | 6 | Claude Code, GitHub Copilot | 2 | 3,396 tok |
| GabrielPower1969/InterviewPreparationSkill | 6 | Codex, OpenCode | 1 | 171 tok |
| dalehurley/codewithphp codewithphp.com Code with PHP series cover different topics coded using PHP. From beginning to advanced. | 6 | GitHub Copilot | 1 | 2,632 tok |
| kratsg/rucio-mcp rucio-mcp.readthedocs.io MCP Server for Rucio Clients | 6 | Claude Code | 1 | 7,497 tok |
| CaullenOmdahl/expo-mcp-server Model Context Protocol server for Expo.dev - enables programmatic interaction with Expo pr | 6 | Claude Code | 6 | — |
| ciresnave/json-mcp-server Give your LLM the interface to JSON files they wish they had! | 6 | GitHub Copilot | 1 | 337 tok |
| JamieLivingstone/mcp-server-kit Professional toolkit for building Model Context Protocol servers with hot reload, scaffold | 6 | Claude Code | 1 | 368 tok |
| vignitin/multi-ssh-mcp Multi-Server SSH MCP Server - Connect any LLM to multiple SSH servers with secure credenti | 6 | Claude Code | 1 | 838 tok |
| sultanassi95/mission-control A CTO-grade operating system for your portfolio of projects, pre-loaded with hard-won engi | 6 | Claude Code | 28 | 512 tok |
| GreyNoise-Intelligence/greynoise-mcp-server Model Context Protocol (MCP) server for the GreyNoise Enterprise API | 6 | Claude Code | 1 | — |
| lghupan/cc-automode Standalone re-implementation of Claude Code auto mode (v2.1.81) with Docker benchmark suit | 6 | Claude Code | 1 | 605 tok |
| linxiaobin0023/agent-harness An Agent Harness system for the full product development lifecycle. | 6 | Claude Code | 12 | — |
| manager/wolfs-basement | 6 | Claude Code, Codex, OpenCode | 2 | 6,977 tok |
| pwl1987/ai_story Automated generation tools for AI videos, AI anime, AI short dramas, and AI comics. | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,694 tok |
| gacabartosz/linkedin-mcp-server The most complete LinkedIn MCP server — 24 tools: posting, scheduling, AI image generation | 6 | Claude Code | 1 | 1,872 tok |
| panghy/whatsapp-mcp-server WhatsApp MCP Server - Electron app exposing WhatsApp messaging via Model Context Protocol | 6 | Codex, OpenCode | 1 | 1,739 tok |
| broadinstitute/fiss-mcp MCP server for Terra | 6 | Claude Code | 1 | 8,150 tok |
| lucasvidela94/pi-google-services pi-google-services.vercel.app Google Calendar, Gmail, Tasks, Drive & Contacts MCP server for Pi. 26 tools, single binary | 6 | Codex, OpenCode | 1 | 321 tok |
| lawwu/mcp-lightcast lawwu.github.io MCP Server for Lightcast API | 6 | Claude Code | 1 | 1,635 tok |
| holaboss-ai/holaboss-apps Holaboss workspace modules — self-contained TanStack Start apps with MCP server and SQLite | 6 | Claude Code | 2 | 5,732 tok |
| kulesh/recurgent Recursive agents as skills for model harnesses | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 11,384 tok |
| microsoft/agentic-journeys Plan → Prototype → Reality: Agentic journeys to help you build and deploy applications to | 6 | Claude Code, Codex, OpenCode | 12 | 3,225 tok |
| langedb/grouper-mcp MCP Server for Internet2 Grouper. Allows integration between AI and Grouper | 6 | Claude Code | 1 | 1,928 tok |
| 2389-research/pulse Private journaling and social media MCP server for humans and agents | 6 | Claude Code | 1 | 728 tok |
| themaximoguys/Max_mcp The most comprehensive Model Context Protocol (MCP) server for IBM Maximo MAS 9 — 175 tool | 6 | Claude Code | 1 | 2,038 tok |
| ttttmr/pi-tmux-task A minimal tmux-based task manager for agents, with skills and notifications only. | 6 | Codex, OpenCode | 1 | 3,280 tok |
| ursuscamp/agent-skills | 6 | Codex, OpenCode | 1 | 149 tok |
| XinpengLu/Agent-skills-papers-pro | 6 | Codex, OpenCode | 1 | 2,017 tok |
| FilmLightAPI/flapi-dev-mcp Local MCP server that makes Claude an expert FLAPI (FilmLight Baselight) developer | 6 | Claude Code | 1 | 501 tok |
| Tokeii0/memprocfs-skill MemProcFS Agent Skill | 6 | Claude Code | 1 | — |
| Eyalbenba/skills-arena Benchmark and optimize AI agent skill descriptions - the SEO for agent skills | 6 | Claude Code | 1 | 1,322 tok |
| AryanMotiani/SkilledAgent A plug-in workspace of various development skills that turns AI coding agents into structu | 6 | Claude Code, Codex | 44 | — |
| dungnotnull/pro-gamer-eye-hand-training-agent-skill 🎯👁️ Pro-Gamer Sensorimotor & Eye-Hand Training Engine | Production-grade Claude Code ski | 6 | Claude Code | 1 | 1,271 tok |
| dungnotnull/handmade-paper-agro-waste-agent-skill 🌾 Production-grade multi-agent Claude Skill for handmade paper production from agricultur | 6 | Claude Code | 1 | 1,265 tok |
| dungnotnull/base-building-trap-defense-design-agent-skill 🏰💣 Base-Building Trap & Defense System Design Engine | Production-grade Claude Code skil | 6 | Claude Code | 1 | 1,910 tok |
| dungnotnull/solar-thermal-crop-dryer-agent-skill 🌾 Production-grade multi-agent Claude Skill for solar-thermal & heat-pump hybrid crop dry | 6 | Claude Code | 1 | 2,181 tok |
| gmoigneu/grimoire GRIMOIRE (Global Repository and Index for Model Operations, Instructions and Response Engi | 6 | Claude Code | 1 | 534 tok |
| FriendsHL/skillforge Open-source production-grade Java Agent Harness: Agent Loop, Tool/Skill/MCP, context and M | 6 | Claude Code, Codex, OpenCode | 21 | 3,934 tok |
| starside-io/ghostwriter An open source agent skill that makes generated text read as human-written. Works in Claud | 6 | Claude Code | 1 | — |
| FlapPearLabs/zhihu-grabber-toolkit Zhihu answer scraper (AGPL) + large-corpus routing and orchestration Skill (MIT). Agent to | 6 | Codex, OpenCode | 1 | 8,881 tok |
| fr0ster/mcp-calm-server MCP server + reusable tool primitives for SAP Cloud ALM, built on @mcp-abap-adt/calm-clien | 6 | Claude Code | 1 | 3,318 tok |