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 |
|---|---|---|---|---|
| ewilderj/inks-mcp MCP server for fountain pen ink knowledge and recommendations | 0 | GitHub Copilot | 1 | 422 tok |
| melihbirim/pg-mcp Postgresql MCP Server | 0 | GitHub Copilot | 1 | 210 tok |
| mariotaddeucci/template-mcp MCP Template fo Python Developers | 0 | GitHub Copilot | 1 | 1,021 tok |
| SuperPyonchiX/excel_mcp_server | 0 | Claude Code, GitHub Copilot | 3 | 7,428 tok |
| XMV-Solutions-GmbH/sharepoint-mcp MCP server for SharePoint document libraries with audit-preserving checkout/checkin. Lets | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 2,241 tok |
| granitebps/youtube-mcp | 0 | GitHub Copilot | 1 | 1,375 tok |
| JoelBondoux/Work-Timer Zero-cost work timer and billing tool for solo contractors & sole traders. MCP server + CL | 0 | Claude Code, GitHub Copilot | 2 | 1,652 tok |
| will2023a/MCP-SLACK | 0 | GitHub Copilot | 1 | 346 tok |
| 589411/notion_mcp_connection notion_mcp_connection | 0 | GitHub Copilot | 1 | 230 tok |
| CodeHalwell/n8n-mcp MCP for managing n8n projects | 0 | GitHub Copilot | 1 | 1,718 tok |
| Merlin21x/MCPInitial Repositorio para el servidor MCP básico creado con la ayuda de GitHub Copilot. | 0 | GitHub Copilot | 1 | 219 tok |
| vietnama10/ai-research Play with AI Agent | 0 | GitHub Copilot | 1 | 229 tok |
| ivanbaha/mcp Testing MCP | 0 | GitHub Copilot | 1 | 41 tok |
| Headlesshost/mcp-server MCP Server for site maintenance | 0 | GitHub Copilot | 1 | — |
| get2knowio/n8n-mcp n8n MCP server | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,504 tok |
| allegiant/MQScript_MCP | 0 | GitHub Copilot | 1 | 435 tok |
| yuriyo/remotezip-mcp Remote zip mcp server | 0 | GitHub Copilot | 1 | 109 tok |
| jspv/google_search_mcp python mcp server implementing api-based google search | 0 | GitHub Copilot | 1 | 906 tok |
| andrew-stclair/kali-mcp-server An MCP server to allow your AI of choice to use recon tools in Kali Linux. For White Hat p | 0 | GitHub Copilot | 1 | 887 tok |
| tdisawas0github/mcp | 0 | GitHub Copilot | 1 | 100 tok |
| jessefreitas/mcp_memory | 0 | GitHub Copilot | 1 | 569 tok |
| vamsikiran353-gif/google-slides-mcp | 0 | GitHub Copilot | 1 | — |
| geneontology/noctua-mcp MCP server for GO-CAM model editing via the Barista API. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 862 tok |
| tsviz/arc-config-mcp Model Context Protocol server for GitHub Action Runner Controller deployment | 0 | GitHub Copilot | 1 | 464 tok |
| bradcstevens/copilot-studio-agent-direct-line-mcp | 0 | GitHub Copilot | 1 | 168 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 |
| jackyxhb/InferMCPServer | 0 | GitHub Copilot | 1 | 733 tok |
| abudhu/hello-mcp simple mcp | 0 | GitHub Copilot | 1 | 100 tok |
| ShawneilRodrigues/mcp-differentiation-tool | 0 | GitHub Copilot | 1 | 536 tok |
| matchs/tf-cloud-mcp-server | 0 | GitHub Copilot | 1 | 114 tok |
| MinhazTopaz/figma-mcp | 0 | GitHub Copilot | 1 | 247 tok |
| sritajkumarpatel/learn_mcp_2025 Repository for learning Model Context Protocol | 0 | GitHub Copilot | 1 | 1,360 tok |
| Vanszs/Bybit_AutoTrade Tele Bot + LLM + MCP Bybit API for price chekcing, auto trade ECT | 0 | GitHub Copilot | 2 | 1,263 tok |
| Kaiohz/mcp-perplexica MCP wrapper for perplexica | 0 | GitHub Copilot | 1 | 2,012 tok |
| usafhulk/MCP | 0 | GitHub Copilot | 1 | 129 tok |
| mbpfws/sentient-brain-smithery | 0 | GitHub Copilot | 1 | 47 tok |
| sam2332/localdb-mcp | 0 | GitHub Copilot | 1 | 226 tok |
| mm-repos/langgraph-claude-azure-mcp An intelligent Model Context Protocol (MCP) server for Azure AI Search integration with Cl | 0 | GitHub Copilot | 1 | 2,663 tok |
| gcoombe/strava-mcp MCP for strava data | 0 | Claude Code, GitHub Copilot, Cursor | 3 | 4,469 tok |
| darbotlabs/Darbot-Deepmind-MCP Deepmind thinking MCP tool, inspired by Anthropic's sequential thinking MCP | 0 | GitHub Copilot | 1 | 1,370 tok |
| Anirbandz/Chrome_MCP_DEVTOOL | 0 | GitHub Copilot | 1 | 1,139 tok |
| eddykuhan/postgres-mcp | 0 | GitHub Copilot | 1 | 938 tok |
| Bathinanna/CodePilot_MCP | 0 | GitHub Copilot | 1 | 726 tok |
| krutikkkkkkkkk/shadcn-mcp-server | 0 | GitHub Copilot | 1 | 165 tok |
| codester1000/raindrop-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 6,439 tok |
| hillaryTse/hn-mcp-server MCP Server for HackerNews using Algolia HackerNews API | 0 | GitHub Copilot | 1 | 250 tok |
| tvergilio/nrtsearch-mcp-server | 0 | GitHub Copilot | 1 | 555 tok |
| japentaca/mcp-postgres-readonly | 0 | GitHub Copilot | 1 | 138 tok |
| eiabhiram/api-healthcheck-mcp A Simple MCP Server to check the status of an API | 0 | GitHub Copilot | 1 | 506 tok |
| eddywebs/sfdxmcp Retrieval-Augmented Generation based MCP for Salesforce development | 0 | Claude Code, GitHub Copilot | 55 | 18,926 tok |