43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| surajinacademia/cellpose_mcp MCP tools for Cellpose and napari integration | 0 | Claude Code | 1 | 678 tok |
| crontinel/mcp-server @crontinel/mcp-server, MCP server for Crontinel background job monitoring | 0 | Claude Code | 1 | 368 tok |
| neverprepared/mcp-obsidian-second-brain MCP server exposing a four-layer Obsidian vault as a personal second brain: Input (sources | 0 | Claude Code | 1 | 3,211 tok |
| tumourlove/DEPRECATED-unreal-animation-mcp ⚠️ DEPRECATED — Replaced by Monolith (github.com/tumourlove/monolith). Unified UE MCP plug | 0 | Claude Code | 1 | 2,312 tok |
| yeuidowanter/fn_ora_mcp | 0 | Claude Code | 3 | — |
| CeasarJackson/nornir-mcp-server Nornir MCP Server for network automation | 0 | Claude Code, Codex, OpenCode | 2 | 689 tok |
| xiaohe9/helpdesk-mcp-server | 0 | Cursor | 1 | 121 tok |
| Tarunuppu/linkedIn-mcp | 0 | GitHub Copilot | 1 | 1,450 tok |
| BAM-DevCrew/maxerviker-firefox-devtools-mcp Firefox DevTools for coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 94 tok |
| ronkenx9/provenance provenance-murex.vercel.app Deterministic AI ratings agency for tokenized assets on Mantle. On-chain-anchored risk dos | 0 | Claude Code | 1 | 618 tok |
| zierocode/pir2-academy-obsidian-vault-mcp Safe local Obsidian Vault MCP for PiR2 Academy | 0 | Claude Code, Codex, OpenCode | 3 | 292 tok |
| ishanarya31/agent-harness-lab Fix the model, vary the harness, measure. Five-rung ablation over Spider 2.0-Lite with a g | 0 | Claude Code | 1 | 3,692 tok |
| GermaniU/comfyui-mcp 🎨 Servidor MCP HTTP/SSE para generación de imágenes con ComfyUI (SDXL / RTX 3060). Python | 0 | Codex, OpenCode | 1 | 900 tok |
| coding-with-abbi/sap-sales-order-mcp Production-ready MCP server for SAP S/4HANA Sales Order Management. Sandbox-first, offline | 0 | Claude Code | 1 | 457 tok |
| vokasug/tavily-mcp-proxy Reverse proxy for Tavily MCP with automatic switching between Tavily keys based on remaini | 0 | Codex, OpenCode | 1 | 8,087 tok |
| hieptran87/atlassian-mcp-server MCP server for Atlassian tools (Confluence, Jira) | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 14 | 2,281 tok |
| rohitcube/mcp-server-python-msn02eki Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| mohithchow/gridwatch-mcp MCP server exposing distributed industrial asset (battery storage/EV/solar/IoT) monitoring | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| 757607106/gjp-print-mcp | 0 | Codex, OpenCode | 1 | 1,260 tok |
| jyswee/tygagames tyga.games studio CLI - run your game publishing account from your coding agent. MCP + npm | 0 | Codex, OpenCode | 1 | 842 tok |
| hinoyayoi/japanese-learning-mcp Local-first MCP server for personal Japanese learning memory, mistakes, relations, and spa | 0 | Codex, OpenCode | 1 | 401 tok |
| Maaa2005/web-capability-compiler Compile existing websites into reusable, typed capabilities for MCP agents | 0 | Codex, OpenCode | 1 | 546 tok |
| Rayyan011/maldives-statistics-mcp Read-only TypeScript MCP server for the Maldives Bureau of Statistics (statisticsmaldives. | 0 | Codex, OpenCode | 1 | 897 tok |
| echoomegaprime/echo-qcoder Governed Qwen coding terminal, MCP tools, skills, and autonomous builder workflows for ECH | 0 | Claude Code, Codex, OpenCode | 2 | 473 tok |
| ramarivera/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / | 0 | Claude Code, Codex, OpenCode | 4 | 3,590 tok |
| ttekun/bitbucket-cloud-mcp-server MCP server that lets AI assistants read and review your Bitbucket Cloud pull requests | 0 | Claude Code, Codex, OpenCode | 2 | 1,024 tok |
| Maheidem/waha-mcp-server MCP server for WhatsApp messaging via WAHA REST API | 0 | Claude Code | 1 | 817 tok |
| sanchez314c/agent-nero Persistent Agent Pool MCP Server for Claude Code — Your Context Is Always Near. | 0 | Claude Code, Codex, OpenCode | 2 | 1,919 tok |
| Mink16/xserver-mcp Unofficial MCP server for the XServer server-panel REST API (mail / DNS / server info). No | 0 | Claude Code | 15 | 2,449 tok |
| sargue/ourgroceries-mcp MCP server for OurGroceries.com grocery list management | 0 | Codex, OpenCode | 1 | 1,435 tok |
| davidfstr/revise-mcp dafoster.net Tools to revise and refactor code via MCP (Model Context Protocol). | 0 | Claude Code, GitHub Copilot | 2 | 648 tok |
| Mikefluff/twenty-mcp-server Model Context Protocol server for Twenty CRM API integration - AI-powered CRM integration | 0 | Claude Code | 1 | 539 tok |
| urjeetpatel/db-tools-mcp MCP server that gives AI agents fast, read-only access to SQL Server and Snowflake schema | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,856 tok |
| etheaven/codex-mcp-server Codex Mcp Server | 0 | Codex, OpenCode | 1 | 753 tok |
| felixkwasisarpong/incident-triage-mcp Incident Triage MCP is a Model Context Protocol–native incident‑response tool server. It e | 0 | Codex, OpenCode | 1 | 292 tok |
| bolivian-peru/proxies-sx-mcp-server client.proxies.sx MCP server for Proxies.sx — 55 tools across 11 categories. Manage mobile/residential proxi | 0 | Claude Code | 1 | 4,608 tok |
| sebazai/faceit-mcp | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 410 tok |
| FODYZ/yangmap Serveur MCP : quel chemin YANG/gNMI donne quelle information, sur quel equipement, dans qu | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,587 tok |
| hhannis/US_Compliance_MCP | 0 | Claude Code | 1 | 1,322 tok |
| rprouse/jira-digest-mcp | 0 | Claude Code | 2 | 1,302 tok |
| amigo-ai/forge-mcp docs.amigo.ai Experimental MCP server prototype for Amigo Agent Forge workflows | 0 | Claude Code, Codex, OpenCode | 2 | 290 tok |
| kaizen-org/openapi-mcp-server MCP server that exposes any OpenAPI/Swagger API as MCP tools | 0 | Claude Code, Codex, Cursor, OpenCode | 8 | 2,074 tok |
| mrabbani/mcp-site-manager Manage WordPress from Claude, ChatGPT, Cursor and other MCP clients via the MCP Adapter. | 0 | Claude Code | 1 | — |
| melisa-l/fabric-rti-mcp MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools f | 0 | GitHub Copilot | 1 | 1,221 tok |
| VukasinTheProgramer/Aseprite-MCP | 0 | Claude Code | 1 | 3,109 tok |
| margusliinev/rhr-mcp Public Procurement Register MCP. | 0 | Codex, OpenCode | 1 | 406 tok |
| bagasta/mcp-server | 0 | Claude Code | 1 | 664 tok |
| AntonioBlago/visiblyai-mcp-server visibly-ai.com MCP server for Visibly AI: 51 SEO tools for Claude Code, Cursor and other MCP clients. Key | 0 | Claude Code | 1 | 1,005 tok |
| mschultheiss83/context-processor npmjs.com Intelligent context management MCP server with pre-processing strategies | 0 | Gemini CLI | 1 | — |
| pr1m8/tavily-fastmcp | 0 | Codex, OpenCode | 1 | 935 tok |