45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| vakandi/ElevenLabsMcp-Windows elevenlabs.io The official ElevenLabs MCP server | 3 | Cursor | 1 | 629 tok |
| PSkinnerTech/SkyFi-MCP-server skyfi-mcp-server.vercel.app Enterprise-grade MCP server for SkyFi satellite imagery platform - secure ordering, archiv | 3 | Claude Code | 56 | 8,657 tok |
| Luzgan/time-complexity-mcp MCP server that estimates Big-O time complexity of your code through static analysis using | 3 | Claude Code | 1 | 1,646 tok |
| dinehq/feishu-mcp | 3 | Claude Code | 1 | 458 tok |
| pimpmypixel/immich-mcp-server MCP Server for Immich 2.0 API integration with AI agents | 3 | GitHub Copilot | 1 | 928 tok |
| ikrigel/mcp-server-cv-modify | 3 | Claude Code | 1 | 5,083 tok |
| silviosotelo/oracle-apex-mcp-server | 3 | Claude Code | 1 | 8,720 tok |
| danjam/mcp-launchbox | 3 | Claude Code | 1 | 2,356 tok |
| bjulius/QueryCounterMCP An MCP Server to count and categorize queries across models | 3 | Claude Code | 1 | 1,145 tok |
| aplaceforallmystuff/mcp-wisdom Philosophy-grounded thinking frameworks for Claude - an MCP server providing Stoic, Cognit | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 446 tok |
| taciturnaxolotl/traverse traverse.dunkirk.sh snatching amp walkthrough for my own purposes mwhahahaha | 3 | Claude Code | 1 | 723 tok |
| TadMSTR/task-queue-mcp A FastMCP server that exposes the agent orchestration task queue as an MCP tool interface. | 3 | Codex, OpenCode | 1 | 2,427 tok |
| kieranklaassen/farmbot-agent-cli-mcp Agent-native CLI and MCP server for FarmBot hardware control | 3 | Claude Code | 1 | 601 tok |
| kolarova-ops/rohlik-mcp MCP server that lets you shop groceries across the Rohlik Group platforms (Rohlik.cz, Knus | 3 | Claude Code | 1 | 805 tok |
| sandraschi/openclaw-molt-mcp FastMCP 2.14+ server bridging MCP clients ( Cursor, Antigrav, Claude …) with the OpenClaw | 3 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 2,475 tok |
| Prgebish/mcp-telegram MCP server for Telegram — connect Claude to your real Telegram account via User API (MTPro | 3 | Claude Code | 1 | 245 tok |
| qelos-io/better-mcp | 3 | Claude Code | 1 | 821 tok |
| n0zer0d4y/asana-project-ops deepwiki.com Advanced Asana MCP Server with batch operations, direct section assignment, and selective | 3 | Claude Code | 1 | 2,139 tok |
| agenticpay-dev/agenticpay agenticpay-dev.github.io MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402) | 3 | Claude Code, Cursor | 3 | 1,840 tok |
| quiltdata/quilt-mcp-server | 3 | Claude Code, Codex, OpenCode | 12 | 1,142 tok |
| tomtapia/mcp-trustedadvisor-server Use Trusted Advisor as a model context protocol. | 3 | GitHub Copilot | 1 | 146 tok |
| MTimma/knowerage Local MCP server that tracks AI analysis coverage against your codebase | 3 | Codex, OpenCode | 1 | 262 tok |
| jrenaldi79/google-workspace-mcp NPM-distributable Google Workspace MCP server for Claude Desktop, Claude Code CLI, and Cha | 3 | Claude Code | 1 | 1,137 tok |
| krystian-ai/ai-image-gen-mcp Scalable MCP backend optimized for Claude Code and Claude Desktop — secure, low-latency, p | 3 | Claude Code | 1 | 1,005 tok |
| ihiteshgupta/gmail-mcp-server Gmail MCP Server for Claude Code - Search, send, and manage emails via AI | 3 | Claude Code | 1 | 1,202 tok |
| pm990320/google-workspace-mcp The Ultimate Google Docs, Sheets & Drive MCP Server. Google Docs MCP is an MCP server (pri | 3 | Claude Code | 3 | 4,172 tok |
| KalinYorgov/RN-upgrade-helper-MCP A Model Context Protocol (MCP) server that automates the React Native Upgrade Helper websi | 3 | Claude Code | 1 | 600 tok |
| knportal/formfill-mcp formfill.plenitudo.ai Fill any PDF form from your AI agent — MCP server for PDF form filling | 3 | Claude Code | 1 | 570 tok |
| Voxos-ai-Inc/clink-mcp-server clink.voxos.ai MCP server implementation for @voxos-ai/clink-mcp-server | 3 | Claude Code | 1 | 936 tok |
| pm990320/ultimate-playwright-mcp npmjs.com Multi-agent Playwright MCP server with tab group isolation — multiple AI agents share one | 3 | Codex, OpenCode | 1 | 333 tok |
| maxrabin/pdf-image-mcp | 3 | Codex, OpenCode | 1 | 68 tok |
| dutchbase/img-converter Fast, scriptable image conversion powered by Sharp. Ships as an npm package, a CLI, a REST | 3 | Claude Code | 1 | 955 tok |
| coeusyk/personal-notes-assistant A RAG server for your Obsidian vault. | 3 | Claude Code | 1 | 900 tok |
| zuohuiyang/dump-analyzer-mcp-server An MCP server for remote Windows Crash Dump analysis via CDB, enabling AI agents to debug | 3 | Codex, OpenCode | 1 | 1,809 tok |
| dibun75/visor pypi.org Terminal-first, local-first context engine for Codex and Claude Code. AST indexing, depend | 3 | Claude Code | 1 | 79 tok |
| 3062-in-zamud/knowledgine Developer Knowledge Infrastructure - Extract structured knowledge from your codebase for A | 3 | Claude Code, Codex, OpenCode | 7 | 1,801 tok |
| mynghn/slack-mcp-server Read-only MCP server for Slack workspace data | 3 | Claude Code | 10 | 358 tok |
| abhisavakar/codeimpact Persistent codebase understanding for Claude, Cursor & AI coding assistants via MCP | 3 | Claude Code, Cursor | 2 | 4,457 tok |
| mocomoco-inc/mocovoice-mcp-server products.mocomoco.ai mocoVoice MCP Server | 3 | Claude Code | 1 | 552 tok |
| lakshyamehta03/wayback-machine-mcp pypi.org MCP server giving Claude and other LLM clients structured access to the Internet Archive's | 3 | Claude Code | 1 | 639 tok |
| jgabor/finsliparn Finsliparn is a MCP Server and Claude Code Plugin that adapts Poetiq's ARC-AGI solver meth | 3 | Claude Code, Codex, OpenCode | 7 | 665 tok |
| MacHu-GWU/mcp_ohmy_sql-project mcp-ohmy-sql.readthedocs.io A powerful Model Context Protocol (MCP) server that provides universal SQL database connec | 3 | Claude Code | 1 | 462 tok |
| Furqankhanzada/hamara-hisaab Hamara Hisaab (ہمارا حساب) — self-hosted household finance ledger. API-first: every featur | 3 | Claude Code | 1 | 930 tok |
| yucx-go/agent-knowledge pypi.org AI agent knowledge & long-term memory · MCP server, knowledge graph, BM25 + RRF retrieval | 3 | Codex, OpenCode | 1 | 1,083 tok |
| cmeans/mcp-awareness Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collati | 3 | Claude Code | 1 | 2,776 tok |
| MCPmed/allenbrain-mcp A comprehensive Model Context Protocol (MCP) server for querying the Allen Institute for B | 3 | Claude Code | 1 | 594 tok |
| PareshSoni468/katalon-mcp-server `Model Context Protocol server for Katalon Studio integration with Claude AI` | 3 | GitHub Copilot | 1 | 392 tok |
| ivncmp/dbrain Persistent memory server for AI assistants. PARA taxonomy, hot/warm/cold tiers, dual REST | 3 | Claude Code | 1 | 3,935 tok |
| antonlunden/vehicle-mcp Expose your vehicle's information, status, and control via MCP | 3 | Codex, OpenCode | 1 | 100 tok |
| sablier-ai/sablier-mcp Sablier MCP — plug Wall Street-grade portfolio analytics, stress-testing, and SEC filing i | 3 | Claude Code | 1 | 309 tok |