1,769 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 |
|---|---|---|---|---|
| Kavara-AI/kirk-mcp kirk-mcp.kavara.ai Kirk MCP — sealed ML model for cross-section entropy scoring on non-stationary time series | 0 | Claude Code, Codex, Cursor, OpenCode | 39 | 93 tok |
| adamdude828/mcp-browser-use | 0 | Cursor | 1 | 245 tok |
| jevy/mcp-webresearch MCP web research server (give Claude real-time info from the web) | 0 | Cursor | 1 | 62 tok |
| tjackiet/bitbank-genesis-mcp-server-http-archive bitbank-genesis-mcp-server-http-archive | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,164 tok |
| ziux/playwright-plus-python-mcp | 0 | Cursor | 1 | 57 tok |
| MidCheck/ATMcp Agent Teams Mcp | 0 | Cursor | 2 | — |
| redaphid/mcp-memory | 0 | Claude Code, Cursor | 2 | 1,048 tok |
| vparlapalli490/MCP | 0 | Cursor | 1 | 660 tok |
| loerei/chronicle-mcp A local Model Context Protocol (MCP) server that indexes, synchronizes, and exposes agent | 0 | Claude Code, Codex, Cursor, OpenCode | 82 | 944 tok |
| ajgreyling/cursor-doctor An MCP server that audits a project for documentation, rules, skills, and other knowledge | 0 | Cursor | 5 | — |
| JLKmach/servicenow-mcp | 0 | Cursor | 1 | 660 tok |
| MAKaminski/depot-mcp Model Context Protocol server exposing Home Depot (HD) investment research and market-inte | 0 | Cursor | 1 | 271 tok |
| bkotos/todoist-mcp | 0 | Cursor | 1 | 1,974 tok |
| Big0290/MCP | 0 | Cursor | 1 | 657 tok |
| Michael-Obele/another-mcp Here's to hoping we make one right this time | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,787 tok |
| inesaranab/MCP Mcp project with langgraph agent | 0 | Cursor | 1 | 362 tok |
| bobhuff0/MCPAddIn MCPAddIn: 4 Production-Ready MCP Servers for ChatGPT Integration - Stock Market, Currency | 0 | Cursor | 1 | 167 tok |
| UpendraNath/MCP All about MCP | 0 | Cursor | 1 | 362 tok |
| moawizbinyamin/Fastapi-mcp-server- | 0 | Cursor | 1 | 327 tok |
| BACH-AI-Tools/deepwiki-mcp deepwiki-mcp — automatically created by MCP Factory | 0 | Cursor | 2 | 70 tok |
| dudu1111685/telegram-mcp | 0 | Claude Code, Cursor | 2 | 1,182 tok |
| synergyai-os/product-brain-mcp Product OS MCP server — single source of truth for product knowledge in Cursor | 0 | Cursor | 1 | — |
| OriShmila/wikipedia-mcp-server | 0 | Cursor | 1 | 2,364 tok |
| gcoombe/strava-mcp MCP for strava data | 0 | Claude Code, GitHub Copilot, Cursor | 3 | 4,469 tok |
| oagrawal/Arbor_MCP | 0 | Cursor | 1 | 647 tok |
| whaleen/cntx npmjs.com File context management tool with web UI and MCP server for AI development workflows - bun | 0 | Cursor | 1 | 1,058 tok |
| hfredrick69/deep-research-mcp-server Modified Deep Research MCP Server | 0 | Cursor | 1 | 10,405 tok |
| kevinwuhoo/google-maps-geocoding-mcp npmjs.com | 0 | Cursor | 1 | 424 tok |
| DailyNoBug/PlaywrightBrowserMCPServer PlaywrightBrowserMCPServer | 0 | Cursor | 1 | — |
| nandanv99/aaddyy-mcp | 0 | Cursor | 1 | 867 tok |
| sweeden-ttu/canvas-lms-mcp MCP Server for connecting agents to Instructure Canvas LMS | 0 | Claude Code, Cursor | 10 | 4,747 tok |
| shameerampcome/servicenow-mcp | 0 | Cursor | 1 | 660 tok |
| tjackiet/bitbank-lab-mcp Experimental MCP Server | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,664 tok |
| doubleA411/figma-i18n-mcp Extract text from figma frames / files into a i18n ready json | 0 | Claude Code, Cursor | 1 | — |
| niradler/mcp-planer | 0 | Cursor | 1 | 28 tok |
| cateland/poc_todo_mcp_server | 0 | Claude Code, Cursor | 2 | 1,194 tok |
| JoaoA1egre/mcp-app Testing MCP logic | 0 | Cursor | 1 | 494 tok |
| BreezeWind889988/python-mcp | 0 | Cursor | 1 | 117 tok |
| fritzprix/chess-mcp-server pypi.org A Model Context Protocol (MCP) server for playing Chess with AI Agents, featuring an inter | 0 | Cursor | 1 | — |
| oleksiitrembach/gigaspec The first MCP-native specification framework for AI coding agents. | 0 | Claude Code, Cursor | 2 | 129 tok |
| rwking/wellness_planner Testing MCP servicer + tools + interacting with data | 0 | Cursor | 4 | — |
| nika-is-nika/prompt_bookmarks A local MCP server for organizing and accessing prompts across AI tools | 0 | Cursor | 1 | 1,096 tok |
| cjmontgom/todo-mcp-server Todo MCP server | 0 | Claude Code, Cursor | 51 | — |
| mayurnarang9099-maker/snow-azure-githubMCP | 0 | Cursor | 1 | 660 tok |
| ywf2016/steel-tester Intranet Steel Browser tester — CLI + MCP | 0 | Claude Code, Cursor | 5 | — |
| CSOAI-ORG/credential-manager-mcp 🔌 Exposes Credential Manager over MCP — Council of AI. | 0 | Cursor | 1 | 75 tok |
| SebAustin/mcp-financial-data MCP server (2025-11-25) for SEC EDGAR + FRED + Polygon with OAuth 2.1, citation-grounded 1 | 0 | Codex, Cursor, OpenCode | 2 | 2,393 tok |
| HyperHeroX/user-feedback-web Web version of the user-feedback MCP Tool | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 9 | 4,537 tok |
| dannymoons/mcp-gmail | 0 | Cursor | 1 | 1,129 tok |
| Konnexx-Software-Developers/konnexx-dev-mcp | 0 | Claude Code, Cursor | 5 | — |