3,543 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| 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 |
| kaz29/mcp-server-example | 0 | GitHub Copilot | 1 | 1,442 tok |
| esola-thomas/your-docs-mcp | 0 | Claude Code, GitHub Copilot | 22 | 1,051 tok |
| lpenguin/openai-image-mcp MCP server for generating images using OpenAI | 0 | GitHub Copilot | 1 | 1,341 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 | 7 | 2,808 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 |
| frouaix/MCPAppleScript MCP server for controlled AppleScript automation on macOS | 0 | GitHub Copilot | 1 | 1,108 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 |