32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965
All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| WeModulate/bitwig-mcp-server MCP Server for Bitwig Studio | 78 | Claude Code | 1 | 3,433 tok |
| pulumi/agent-skills Official Pulumi Agent Skills for writing, migrating, and operating infrastructure with AI | 78 | Claude Code, Codex, OpenCode | 2 | 3,082 tok |
| escapeboy/agent-fleet-o fleetq.net Open-source AI agent orchestration platform — self-hosted mission control for autonomous m | 78 | Claude Code | 1 | 10,565 tok |
| levi-qiao/longgraph-skill Long-horizon agent skill for Claude Code / Cursor / Codex / Grok Build — multi-task ledger | 78 | Claude Code, Codex, OpenCode | 2 | 1,614 tok |
| geekfujiwara/CodeAppsDevelopmentStandard An AI-first development standard for building business systems with Power Platform & Azure | 78 | Claude Code, Codex, GitHub Copilot | 35 | — |
| crystian/skill-map skill-map.ai Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as | 78 | Claude Code, Codex, OpenCode | 17 | 10,079 tok |
| sands-lab/nika sands-lab.github.io A Network Arena for Benchmarking AI Agents on Network Troubleshooting | 78 | Claude Code, Codex, OpenCode | 3 | 1,652 tok |
| SteadfastAsArt/geoscience-skills 🌍 30 AI-powered geoscience skills for Claude Code, Cursor & GitHub Copilot. Seismic, well | 78 | Claude Code, Codex, OpenCode | 4 | 723 tok |
| codescene-oss/codescene-mcp-server The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly too | 78 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 590 tok |
| AMD-AGI/Apex Agents, and RL environment, for optimizing GPU kernels on AMD ROCm using LLM agents. Bench | 78 | Claude Code, Codex, OpenCode | 2 | 19,966 tok |
| rcastley/splunk-custom-visualizations | 78 | Claude Code, Codex, OpenCode | 4 | 793 tok |
| MrGo2/icloud-mcp npmjs.com MCP server for Apple services — Mail, Calendar, Contacts, Reminders, Notes, Messages, Safa | 78 | Claude Code | 1 | 2,712 tok |
| wooter-s/weixin-devtools-mcp | 78 | Claude Code, Codex, OpenCode | 2 | 6,860 tok |
| Noveum/orbit orbit.noveum.ai Free, open source, realtime task manager. Issues, boards, sprints, projects and docs that | 78 | Claude Code, Codex, OpenCode | 2 | 4,616 tok |
| GabeRealB/parasite-eve-2-decomp Completed decompilation of the US release of Parasite Eve 2 on the Playstation 1. | 78 | Claude Code, Codex | 2 | 12,399 tok |
| byigitt/postmaker-x Optimize your X (Twitter) posts using the official open-source algorithm. Analyze engageme | 78 | Claude Code, Codex, OpenCode | 2 | 738 tok |
| fruktoguo/daojie-yusheng dj.faith.wang | 78 | Claude Code, Codex, OpenCode | 4 | 3,478 tok |
| depictio/depictio depictio.github.io Bioinformatics web-platform visualisation dashboard creation | 78 | Claude Code | 34 | 4,315 tok |
| serac-labs/serac serac.build A ServiceNow MCP server, and the skill guides that teach an agent to use it. 400+ snow_* t | 77 | Claude Code, Codex, OpenCode | 1 | 1,554 tok |
| AI4CreativityLab/Index.skill “Index.skill,” a personal knowledge management, updating, and interaction system based on | 77 | Claude Code | 6 | 2,933 tok |
| Abruptive/Ankh.md ankh.md A mysterious multi-agent swarm framework summoned by TAW Agent from 1971 to help you craft | 77 | Claude Code, Codex | 1 | — |
| asksurf-ai/surf-skills skills.sh Give your AI agent access to all crypto data — prices, wallets, social, on-chain, predicti | 77 | Claude Code | 1 | 241 tok |
| OpenAdaptAI/OmniMCP omnimcp.openadapt.ai Labs: a perceive-plan-act computer-use experiment. Not the OpenAdapt product. The product | 77 | Claude Code | 1 | 4,562 tok |
| IncomeStreamSurfer/paperclip-surfers Self-improving AI agent companies — Paperclip V2 fork with persistent memory, MCPs, skills | 77 | Claude Code, Codex, OpenCode | 9 | 2,103 tok |
| iammm0/secbot secbot.site AI-powered authorized security testing workspace. Maintained on the release branch (NestJS | 77 | Claude Code, Codex, OpenCode | 2 | 4,361 tok |
| hassancs91/brainoutside brainoutside.com Self-hosted memory server for AI agents. Your brain is a git repo, served over MCP and RES | 77 | Claude Code | 1 | 1,796 tok |
| nataliapc/mcp-openmsx A Model Context Protocol (MCP) server for automating openMSX emulator instances. This serv | 77 | Claude Code, Codex, OpenCode | 3 | 3,136 tok |
| Cap-go/capgo-skills capgo.app Skills for AI coding agents working with Capacitor (formerly capacitor-skills) | 77 | Claude Code, Codex, OpenCode | 2 | 2,476 tok |
| littlebearapps/untether untether.cc Run your coding agents from Telegram. A bridge for Claude Code, Codex, OpenCode, Pi and An | 77 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 36 | 5,532 tok |
| anyproto/anytype-agents-skill Skill of using anytype via agent-runtime with installation instructions for various agents | 77 | Claude Code, Codex, OpenCode | 2 | 2,305 tok |
| jonashertner/opencaselaw opencaselaw.ch Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge | 77 | Claude Code, Codex, OpenCode | 2 | 572 tok |
| YuanyuanMa03/academic-research-skills "Search CNKI for papers on neural rendering" "Find citing papers on Google Scholar" "Downl | 77 | Claude Code, Codex, OpenCode | 2 | 1,697 tok |
| d-kuro/kirocc A local proxy server that relays Anthropic Messages API-compatible requests to the Kiro (A | 77 | Claude Code | 3 | 288 tok |
| hodstack/hodstack Hodstack makes coding agents more productive. | 77 | Claude Code, Codex, OpenCode | 2 | 2,082 tok |
| gaoweiblue-source/skill_lab | 77 | Claude Code, Codex, Cursor, OpenCode | 3 | 79 tok |
| zoharbabin/web-researcher-mcp zoharbabin.com Search the web and primary sources, read full pages, and check every citation. MCP server | 77 | Claude Code | 2 | 5,981 tok |
| laurynas-biveinis/org-mcp Emacs Org-mode integration with Model Context Protocol (MCP) for AI-assisted task manageme | 77 | Claude Code | 1 | 350 tok |
| isac322/kwin-mcp pypi.org MCP server for Linux desktop GUI automation on KDE Plasma 6 Wayland — 29 tools for virtual | 77 | Claude Code | 2 | 932 tok |
| unblocked/repo-rules-agent Extract and index AI coding instructions from rules files | 77 | Claude Code, Codex, OpenCode | 3 | 849 tok |
| tonone-ai/tonone second.tonone.ai One session. Two commands. Full team. Zero meetings. | 77 | Claude Code, Codex, OpenCode | 2 | 6,570 tok |
| dlupiak/claude-session-dashboard Claude Code Session Dashboard — local observability for ~/.claude sessions | 77 | Claude Code | 27 | 1,151 tok |
| juzzlin/Noteahead juzzlin.github.io Noteahead is a MIDI tracker and sequencer with built-in synths and effects, written in C++ | 77 | Claude Code, Gemini CLI | 2 | 3,647 tok |
| IsJunNa/OpenClawForJun One-click deployment and fully Chinese configuration management tool for the OpenClaw inte | 77 | Claude Code, Codex | 13 | — |
| stamhoofd/stamhoofd stamhoofd.com User friendly software for associations and non-profits | 77 | Claude Code, Codex, OpenCode | 11 | 993 tok |
| TechNickAI/openclaw-config Give your AI assistant memory, skills, and autonomy. Persistent memory, integration skills | 76 | Claude Code, Codex, OpenCode | 6 | 816 tok |
| vstorm-co/pydantic-ai-todo vstorm-co.github.io Task Planning and Tracking toolset for Pydantic AI agents, enabling hierarchical task mana | 76 | Claude Code, Codex, OpenCode | 2 | 925 tok |
| tomascupr/sous-chef Claude orchestrates and reviews; Sonnet, Codex, GLM, or Grok implements. A Claude Code plu | 76 | Claude Code, Codex, OpenCode | 2 | 563 tok |
| team-attention/tide Opensource Codex app alternative | 76 | Claude Code | 1 | 633 tok |
| idoforgod/Sermon-Assistant-AgenticWorkflow Sermon assistant AI agent workflow — based on AgenticWorkflow DNA | 76 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 56 | 28,475 tok |
| smolcars/hunk A GPUI based diff viewer and Codex orchestrator for vibe engineering | 76 | Claude Code, Codex, OpenCode | 8 | 1,393 tok |