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 |
|---|---|---|---|---|
| hkopenai/hk-housing-mcp-server MCP server that provides access to housing related data in Hong Kong through a FastMCP int | 1 | Gemini CLI | 1 | 75 tok |
| iceleaf916/gerrit-mcp-server gerrit.googlesource.com fork from https://gerrit.googlesource.com/./gerrit-mcp-server | 1 | Gemini CLI | 1 | 164 tok |
| safiyu/kontexta Surgical context economy for expensive Cloud APIs. Safe, private memory for Local LLMs. | 1 | Gemini CLI | 1 | 649 tok |
| hkopenai/hk-tech-mcp-server This is an MCP server that provides access to technology and broadcast data through a Fast | 1 | Gemini CLI | 1 | 75 tok |
| hkopenai/hk-development-mcp-server This is an MCP server that provides access to government development, geography and land i | 1 | Gemini CLI | 1 | 77 tok |
| JoaoCarabetta/basedosdados-mcp | 1 | Claude Code, Gemini CLI | 2 | 3,411 tok |
| hkopenai/hk-community-mcp-server This is an MCP server that provides access to government community and social welfare data | 1 | Gemini CLI | 1 | 79 tok |
| hkopenai/hk-misc-mcp-server This is an MCP server that provides access to government miscellaneous data through a Fast | 1 | Gemini CLI | 1 | 77 tok |
| adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data. | 1 | Codex, Gemini CLI, OpenCode | 2 | 1,541 tok |
| utenadev/qwencode-mcp-server QwenCode MCP Server - Model Context Protocol integration for Qwen | 1 | Claude Code, Gemini CLI | 2 | 3,113 tok |
| ryar001/finance_mcp mcp server to pull finance data | 1 | Gemini CLI | 1 | 221 tok |
| whmathews15/notebooklm-mcp-cli | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,036 tok |
| sandyup/comfyui-mcp comfyui-mcp | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,059 tok |
| simonives/rainkeeper A public, self-hostable MCP server that exposes the full Raindrop.io API as Claude tools. | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,061 tok |
| 0xendale/evm-agent-toolkit Deterministic MCP toolkit for autonomous AI agents auditing and optimizing EVM smart contr | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,474 tok |
| ducnguyen221/powerbi-agent ducnguyen.vn MCP server + skills for AI agents to work directly with Power BI — DAX query with data-saf | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,414 tok |
| sukirman1901/DeepSearch Free, Open-Source Search Engine MCP Server — 7 sources, 10 consolidated tools, semantic se | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 2,026 tok |
| xbill9/tpu-skill-claude Claude Code skill + MCP server for managing Google Cloud TPU capacity and Gemma 4 vLLM ser | 1 | Claude Code, Gemini CLI | 3 | 2,487 tok |
| Kaifazad/Style-DNA-Ghostwriter Learn a codebase's unwritten conventions (Python, React, Next.js, TypeScript, Tailwind) an | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 3,102 tok |
| TrungLee003/figma-agent-mcp Local-first AI Design Agent for Figma via Model Context Protocol (MCP), WebSocket Bridge, | 1 | Codex, Gemini CLI, OpenCode | 2 | 1,282 tok |
| simonives/reed simonives.github.io A self-hosted, open-source RSS reader with a graph-native data model, public REST API, and | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 8,792 tok |
| RedReplier/agent redreplier.com Give your AI agent Reddit monitoring — track keyword mentions of your product, triage AI-s | 1 | Gemini CLI | 1 | 249 tok |
| congtuuit/knowledge-mcp | 1 | Gemini CLI | 1 | 115 tok |
| nolindnaidoo/numbers-le letools.dev Extract every hardcoded number in a codebase, so a person can check them | 1 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 11,776 tok |
| iamrichardD/claude-gemini-mcp-server MCP Server for Claude-Gemini peer programming workflow | 1 | Claude Code, Gemini CLI | 2 | 2,358 tok |
| hkopenai/hk-recreation-mcp-server This is an MCP server that provides access to recreation, sports and culture data in Hong | 1 | Gemini CLI | 1 | 76 tok |
| Uninen/devserver-mcp MCP server and a unified TUI for managing dev servers + Playwright | 1 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 2,067 tok |
| lefcgis/qgis-mcp QGIS MCP: bridge Claude AI and QGIS Desktop over the Model Context Protocol. Fork of nkara | 1 | Claude Code, Gemini CLI | 2 | 5,925 tok |
| hkopenai/diagram-as-code-mcp-server This is a MCP server to provide mermaid js validation tools and prompt for MCP client | 1 | Gemini CLI | 1 | 75 tok |
| genericService/imessage-mcp-server iMessage MCP Server over HTTP/HTTPS and SSE for macOS | 1 | Gemini CLI | 1 | 533 tok |
| RainRaini4/warframe-mcp | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,824 tok |
| Martini-Film/mcp Official Martini MCP client integrations and setup docs | 1 | Gemini CLI | 1 | 344 tok |
| KaiCalls/kaicalls-mcp kaicalls.com Public connector definition for the KaiCalls hosted MCP server: endpoint, OAuth/API-key au | 1 | Gemini CLI | 1 | 151 tok |
| plainyogurt21/sec-edgar-mcp sec-edgar-mcp.amorelli.tech A SEC EDGAR Model Context Protocol (MCP) Server | 1 | Claude Code, Gemini CLI | 2 | 114 tok |
| Checkmarx/cx-agentic-ai checkmarx.com Checkmarx Marketplace for agentic solutions | 1 | Gemini CLI | 1 | 2,010 tok |
| smklog/parcel-shipping-rates-mcp smklog.com MCP server for live USPS, UPS and FedEx rates on a parcel sent from the US: domestic, Cana | 1 | Gemini CLI | 1 | 241 tok |
| 60fps-Design/plugin 60fps.design Search 2,000+ real iOS interaction clips by describing the motion you want, then get compi | 1 | Gemini CLI | 1 | 629 tok |
| HrRodan/agent-workspace-mcp A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python ex | 1 | Claude Code, Codex, Gemini CLI | 3 | 198 tok |
| jamesdfinance-dev/lazaretto-mcp lazaretto.dev The Lazaretto MCP server and npm package: a free lockfile malware check, plus full scans o | 1 | Gemini CLI | 1 | 414 tok |
| oneill9/tfl-mcp-server oneill9.github.io MCP server exposing live London transport data (TfL API) to AI assistants | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 2,517 tok |
| timohaa/scopewalker-mcp Codebase analysis MCP server for AI agents: complexity metrics, size thresholds, prop dril | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 14 | 1,344 tok |
| Identik-me/identik-mcp identik.me Servidores MCP de Identik — firma electrónica y firma digital argentina (Ley 25.506) para | 1 | Gemini CLI | 1 | 744 tok |
| zamushwani/biomedical-ai-skills AI agent skills for cancer biology and multi-omics research | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,531 tok |
| zhouxiangjing/mcp-ssh | 1 | Gemini CLI | 1 | 3,547 tok |
| orkait/hyperstack Disciplined Engineering Harness for AI Agents. MCP server + 21 adversarial skill gates. Re | 1 | Codex, Gemini CLI, OpenCode | 2 | 417 tok |
| mpeciakk/warframe-mcp MCP server that gives AI assistants real-time access to Warframe game data | 1 | Claude Code, Gemini CLI | 2 | 2,682 tok |
| yyu0310/nccu-course-mcp MCP server for NCCU course listings (qrysub.nccu.edu.tw): search courses, check schedule c | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,284 tok |
| chiraitori/manga-trans Local-first Model Context Protocol (MCP) server & Web Studio for manga/comic scanlation, i | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,377 tok |
| sam1siam/astrofabric-mcp astrofabric.ai Agentic AI for business intelligence over MCP: company and contact discovery, verification | 1 | Gemini CLI | 1 | 271 tok |
| JrKrishh/connectr One shared brain for all your AI coding agents - task board, memory and file claims over M | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,473 tok |