31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jclement/monica-mcp Self-hosted multi-user MCP gateway for the Monica personal CRM | 0 | Claude Code | 1 | 1,320 tok |
| WalksWithASwagger/wedges wedges.vercel.app The agent edition of Both Hands Full — a remote MCP server that runs taste-extraction exer | 0 | Claude Code, Codex, OpenCode | 2 | 2,234 tok |
| heetshah15/scarletplan MCP Server for course scheduling to be used with Claude. | 0 | Claude Code | 1 | 751 tok |
| abhishekshankar/MCP-Metrics MCP Metrics is an open‑source analytics automation platform that spins up GA4 + GTM, opini | 0 | Claude Code | 1 | 616 tok |
| JRWoodcock/modelmux MCP server that lets Claude Code, Codex, and Perplexity call each other as tools. Supports | 0 | Claude Code | 1 | 1,134 tok |
| dotojr123/mcp-prodoctor | 0 | Claude Code, Codex | 1 | — |
| zickat/wow-mcp-addon | 0 | Claude Code | 1 | 2,316 tok |
| soundwaverohit/quantum-research-hub Local-first autonomous quantum computing research lab powered by MCP, Claude, and Streamli | 0 | Claude Code | 14 | 2,736 tok |
| azaok/mcp-server-python-mqyaam5x Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| faborubio/acopia Motor de optimización de despacho PV-BESS para el mercado eléctrico chileno: pronostica ge | 0 | Claude Code | 1 | 2,303 tok |
| adarshp14/relay AI agent integration gateway — connect any agent to any OpenAPI, MCP, GraphQL, or custom t | 0 | Claude Code, Codex, OpenCode | 20 | 603 tok |
| rkostko-ops/neuledge Fork @neuledge/context z usprawnieniami RASP (search/build quality) — źródło instalacji MC | 0 | Claude Code, Cursor | 2 | 7 tok |
| willermo/diataxis-mcp-server MCP server for applying the Diátaxis framework to technical documentation workflows | 0 | Claude Code, Codex, OpenCode | 2 | 284 tok |
| rhamevangelista/PageSpeed-Performance-Engineer-MCP | 0 | Claude Code | 1 | 1,586 tok |
| andhit-r/wikijs-mcp MCP server untuk mengakses Wiki.js melalui GraphQL API, dibangun dengan FastMCP (Python) | 0 | Claude Code | 1 | 1,227 tok |
| Kav-png/quantjobs Terminal quant job-hunting + LaTeX CV engine with a Claude MCP server (Textual TUI, Greenh | 0 | Claude Code | 1 | 761 tok |
| achmadawdi/mcp-blockbench MCP server plugin for Blockbench | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,984 tok |
| ard1102/ip-intelligence Self-hosted threat intelligence platform — 10 open-source feeds, OCSF Class 4001, REST API | 0 | Claude Code | 9 | 2,799 tok |
| sackio/phony AI-powered voice call and SMS MCP server using Twilio + ElevenLabs Conversational AI. Outb | 0 | Claude Code | 1 | 7,428 tok |
| ShittifulAI/casino-for-ai 🎰 AI Casino — a neon roulette table for AIs. Join over MCP, get 100 sbeluri, bet once a m | 0 | Claude Code | 1 | 1,240 tok |
| zero3kw/abr-mcp An MCP server for referencing ABR data definitions and official documentation from Claude | 0 | Claude Code | 8 | 1,017 tok |
| OrellBuehler/testflight-mcp | 0 | Claude Code | 1 | 1,495 tok |
| NeveuGregor/mcp-redmineApi MCP server to drive a Redmine instance from Claude (Desktop/CLI) via its REST API: list/se | 0 | Claude Code | 1 | 1,304 tok |
| danielv14/showtime Monorepo for a tv/movie site and an MCP-server with the same functionality | 0 | Claude Code | 1 | 1,098 tok |
| ciulla/local-code-index A high-performance, fully local, open-source **Model Context Protocol (MCP)** server built | 0 | Claude Code | 1 | — |
| codeforanchorage/anchorage-ecode-mcp MCP server (AWS Lambda) for querying the Anchorage Municipal Code via the eCode360 API | 0 | Claude Code | 1 | 1,306 tok |
| ArkTechNWA/federated-search Federated memory search MCP server — one query, all knowledge | 0 | Claude Code | 1 | 373 tok |
| chrispickford/fifa-public-api-mcp npmjs.com Live FIFA World Cup and football data for AI assistants: an MCP server for fixtures, live | 0 | Claude Code | 1 | 1,588 tok |
| Iot-Viet-Solution/viot-tasktisk MCP client to interactive with qlda project | 0 | Claude Code | 1 | 1,964 tok |
| vidhook/vidhook-mcp MCP for https://vidhook.app | 0 | Claude Code | 1 | 507 tok |
| SekiroKenjii/mcp-boilerplate A production-grade starting point for building Model Context Protocol (MCP) servers in nat | 0 | Claude Code | 9 | 815 tok |
| workfloworchestrator/junos-mcp-server | 0 | Claude Code | 1 | 426 tok |
| bbbfishhh/x-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 797 tok |
| pandashhh/rag-mcp-server | 0 | Claude Code | 1 | 232 tok |
| MaxenceBdu/paycore-mcp-agent-tp | 0 | Claude Code, Codex | 2 | — |
| penta2himajin/noveletary novel + secretary: a constraint-maintained narrative knowledge base and MCP server for fic | 0 | Claude Code, Codex, OpenCode | 2 | 2,380 tok |
| esauro/pg-logical-mcp Diagnose Postgres logical replication: slot WAL retention, walsender lag, stuck subscripti | 0 | Claude Code | 1 | 1,045 tok |
| FreddieWho/SearchPaper Local stdio MCP server that gives Claude Code, OpenCode, and Codex structured, citable acc | 0 | Claude Code, Codex | 1 | — |
| mawinnattapon/code-review-mcp | 0 | Claude Code, Gemini CLI | 3 | 1,124 tok |
| mrgorrin40-TP/mcp-excel-server MCP server for Excel file manipulation - read, write, formulas, charts, and tables | 0 | Claude Code, Codex, OpenCode | 6 | 1,680 tok |
| RicardoSantos/mcp-fsolar npmjs.com Fsolar MCP | 0 | Claude Code | 1 | 2,402 tok |
| adriadam10/finanze-mcp Read-only + calculations MCP server for the Finanze self-hosted portfolio manager | 0 | Claude Code | 3 | — |
| BFLabsAI/clawmem-bf Fork de manutenção da BF Labs do ClawMem — memory layer on-device (MCP + hybrid RAG) para | 0 | Claude Code, Codex, OpenCode | 2 | 4,791 tok |
| orhanucok/relay Relay MCP: A powerful tech-lead agentic workflow tool. It connects Claude, Cursor, and Gem | 0 | Claude Code | 1 | 133 tok |
| rrvdiegor-sketch/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| squall321/DigitalTwinSimulation LS-DYNA .k → STL → hand grip pose → phone outline morphing → solid .k. MCP server for LLM | 0 | Claude Code | 1 | — |
| Patricked-code/MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,951 tok |
| briznap/resume-ai-mcp | 0 | Claude Code | 1 | 654 tok |
| channen2/dev-mcp MCP server to automate developer workflows. Includes integrations with GitHub, Jira and Sl | 0 | Claude Code, Codex, OpenCode | 5 | 300 tok |
| sharpTrick/parley Parley — a transport-agnostic MCP seam for messages, context sharing, and task hand-off be | 0 | Claude Code | 1 | 1,879 tok |