3,719 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alayonyo/mcp-resume mcp-resume.vercel.app Yonatan Ayalon MCP Resume | 0 | GitHub Copilot | 1 | 126 tok |
| lorenzwalthert/swiss_meteo_mcp | 0 | GitHub Copilot | 1 | 85 tok |
| rintaro-s/sisterd_lite A MCP server | 0 | GitHub Copilot | 1 | 71 tok |
| esola-thomas/your-docs-mcp | 0 | Claude Code, GitHub Copilot | 22 | 1,051 tok |
| mdjahidanwar/dep-guard-mcp | 0 | GitHub Copilot | 1 | 460 tok |
| sam3690/Hackernews_mcp Hackernews MCP Server, powered by SpecKit, Node js & TS | 0 | GitHub Copilot | 1 | 592 tok |
| carlosedp/windows-mcp-server | 0 | GitHub Copilot | 1 | 854 tok |
| aiminnovations/mongodb-mcp-juniper A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters | 0 | GitHub Copilot | 1 | 797 tok |
| OtterBub/file_search_mcp | 0 | GitHub Copilot | 1 | 561 tok |
| uniquename/mcp-bvg I just vibe coded a mcp server to query Berlin public transport. | 0 | GitHub Copilot | 1 | 341 tok |
| quaternionmedia/qmcp Quaternion MCP | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 4,592 tok |
| gcorroto/dba-mcp dba-mcp | 0 | GitHub Copilot | 1 | 2,751 tok |
| sebszczec/pihole-mcp | 0 | GitHub Copilot | 1 | 109 tok |
| justinpreston/mcp-router | 0 | Codex, GitHub Copilot, OpenCode | 2 | 8,457 tok |
| limehawk/dokploy-mcp | 0 | GitHub Copilot | 1 | 2,049 tok |
| RommelAgasa/mcp | 0 | GitHub Copilot | 1 | 272 tok |
| martynrees/Catalyst-MCP | 0 | Claude Code, GitHub Copilot | 3 | 1,656 tok |
| aktsmm/FY26_techconnect_saiten Saiten - Multi-agent scoring system for Agents League @ TechConnect. Orchestrator-Workers | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 1,187 tok |
| baoduy/drunk-mcp-proxy deepwiki.com The mcp proxy service | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 16,225 tok |
| agsinghmac/bom-mcp Sample code to test MCP server that have tools to list products and BOM components | 0 | Claude Code, GitHub Copilot | 21 | 1,134 tok |
| tonygod/SharkMath-MCP MCP server with mathematical functions across multiple domains | 0 | GitHub Copilot | 1 | 1,861 tok |
| mesopelagique/mcp-4d-docs open doc for 4d commands | 0 | GitHub Copilot | 1 | 307 tok |
| paulbennet/afk-mode-mcp | 0 | GitHub Copilot | 2 | 1,594 tok |
| vinhgiga/obox-mcp Obox MCP is a comprehensive development toolkit designed to supercharge your Coding Agent. | 0 | GitHub Copilot | 1 | 1,048 tok |
| salahmyn/mcp-phpinsights A Model Context Protocol (MCP) server that brings PHP Insights code analysis directly into | 0 | GitHub Copilot | 1 | 822 tok |
| obaratch/local-context-mcp An MCP experiment for local context assistance | 0 | Codex, GitHub Copilot, OpenCode | 2 | 851 tok |
| tyrrestrup/ssis_adf_agent SSIS to ADF conversion agent - MCP server for converting SSIS packages to Azure Data Facto | 0 | GitHub Copilot | 1 | 1,255 tok |
| NobufumiMurata/telegram-copilot-bridge MCP server for Telegram notifications, approvals, and remote prompts with VS Code Copilot | 0 | GitHub Copilot | 1 | 1,413 tok |
| sohitmahato/custom-playwright-mcp | 0 | GitHub Copilot | 1 | 717 tok |
| TICnine/autotask-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 59 | 22,920 tok |
| sangvucitek/MCP_SAP MCP_SAP | 0 | Claude Code, GitHub Copilot | 3 | 3,427 tok |
| PRAVEENM282/mcp_for_unviersity | 0 | GitHub Copilot | 1 | 213 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 |
| ONSdigital/stats-query-mcp | 0 | GitHub Copilot | 1 | 146 tok |
| Softalleys/softalleys-utilities-mcp A Model Context Protocol (MCP) server that provides utility tools for UUID generation, ULI | 0 | GitHub Copilot | 1 | 373 tok |
| lmn451/jsx-prop-lookup-mcp-server npmjs.com JSX Prop Analyzer (CLI & MCP Server) | 0 | Claude Code, GitHub Copilot | 2 | — |
| oscarzamora/onpe-mcp onpe.ozamora.com 🗳️ MCP server para consultas electorales Peru 2026 y 2021— lenguaje natural | 0 | GitHub Copilot | 1 | 899 tok |
| AgentsGang/azure-devops-mcp The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agent | 0 | GitHub Copilot | 1 | 200 tok |
| gmh5225/fabric-admin-mcp An open-source MCP server to perform operations on Microsoft Fabric, like administration | 0 | GitHub Copilot | 1 | 105 tok |
| writechoiceorg/mcp-writechoice-server | 0 | GitHub Copilot | 1 | 885 tok |
| davidruzicka/mcp4openapi Universal MCP server that can translate MCP tools for any OpenAPI 3.x specification. | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 18 | 4,351 tok |
| mfalcirolli1/mcp-server | 0 | GitHub Copilot | 1 | 842 tok |
| igalarzab/mcp-multi-weather MCP Server (Model Context Protocol) for checking the weather history and forecast, using m | 0 | GitHub Copilot | 1 | 750 tok |
| sondt2709/cloud-vm-mcp-py | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 25 | 1,650 tok |
| zral/mcp-ws11 | 0 | GitHub Copilot | 1 | 183 tok |
| deeprave/mcp-guide MCP server for handling guidelines, project rules and controlled development workflow acro | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 29 | 1,547 tok |
| fastmcp-me/agentknowledgemcp | 0 | GitHub Copilot | 2 | 2,498 tok |
| aliwatters/rod-mcp Model Context Protocol Server of Rod | 0 | Claude Code, GitHub Copilot | 2 | 820 tok |
| jagonzalr/knocoph npmjs.com Knocoph (nok-of) is a local MCP server that parses TypeScript and JavaScript codebases int | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,026 tok |
| Jamie-BitFlight/git-project-xray-mcp XRAY MCP provides progressive code intelligence and navigation capabilities for AI assista | 0 | Claude Code, GitHub Copilot | 51 | 3,692 tok |