2,016 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| QuantumCoderSys/formasty-mcp formasty.com Official public documentation and connection guide for the hosted Formasty MCP server. | 0 | Gemini CLI | 1 | 291 tok |
| IndustryLensOp/industrylens-mcp-docs Public docs + manifest for the IndustryLens MCP server (B2B competitive intelligence). Con | 0 | Gemini CLI | 1 | 212 tok |
| mablhq/mabl-mcp-server Public listing and docs for the mabl MCP server | 0 | Gemini CLI | 1 | 413 tok |
| loosedays/vibsync-mcp vibsync.com Shared memory, async Q&A, a task board, and advisory file claims for your team's AI coding | 0 | Gemini CLI | 1 | 211 tok |
| forgesworn/402-mcp 402.pub 402 client MCP - AI agents discover, pay for, and consume L402 + x402 APIs | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,287 tok |
| DV1-321/scalpstream-mcp scalpstream.com MCP server for the ScalpStream scouts: fuel prices (ES/FR/IT/US), air quality, US border w | 0 | Gemini CLI | 1 | 1,139 tok |
| Havix0101/arkon-vault-connector vault.arkoncybersecurity.com Public MCP connector metadata for Arkon Vault AI work continuity | 0 | Gemini CLI | 1 | 198 tok |
| Ravicha2/lit-review-council multi-agent peer review that turns information overload into grounded, bias-resistant gui | 0 | Gemini CLI | 1 | 39 tok |
| gregcastro23/alchm-agents-app | 0 | Claude Code, Gemini CLI | 2 | 6,366 tok |
| jxoesneon/gemini-audio-mcp A high-performance Model Context Protocol (MCP) server in Rust that generates infinite, co | 0 | Claude Code, Gemini CLI | 2 | 1,468 tok |
| fritzprix/rubiks-cube-mcp-server Rubik's Cube solver and visualization server for MCP. Features 3D cube rendering, real-tim | 0 | Gemini CLI | 1 | 880 tok |
| pwntato/skillz_mcp MCP to expose Claude style Skills to other LLMs | 0 | Gemini CLI | 1 | 1,324 tok |
| rinerebox1/deno-gemini-grounding-mcp-server | 0 | Claude Code, Gemini CLI | 7 | — |
| FreeVectorIcons/fvi-mcp freevectoricons.com MCP server for FreeVectorIcons design collections | 0 | Gemini CLI | 1 | 207 tok |
| ayemish/stitch-mcp | 0 | Gemini CLI | 1 | 747 tok |
| jeetkhinde/ai-stack CLI tool to bootstrap AI and development workflow tools for any new project | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 25 | 1,890 tok |