31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| mosswild/res_prop_mcp Residential Property MCP. Uses free government data bases, Redfin, and FSBO sites. | 0 | Claude Code, Codex | 1 | — |
| niels-emmer/dendrite-admin-mcp MCP server exposing Dendrite's admin API (users, rooms, registration tokens, server notice | 0 | Claude Code | 1 | 1,470 tok |
| CobaltBlue3699/mysql-mcp-server | 0 | Claude Code, Codex, Gemini CLI | 7 | 1,125 tok |
| randunun-eng/taobao-sourcing-mcp Local, human-paced MCP server for sourcing on Taobao/Tmall: per-SKU prices, variant-linked | 0 | Claude Code | 1 | 11,045 tok |
| tksfjt1024/gemini-cli-mcp-slim A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible via extra_args pa | 0 | Claude Code, Codex, OpenCode | 2 | 1,292 tok |
| bgigurtsis/aegis-mcp | 0 | Claude Code | 1 | 1,098 tok |
| Fridemn/Automata-mcp-server | 0 | Claude Code | 1 | 1,124 tok |
| richard-luc/KiCAD-Schematic-Manipulation MCP server that enables AI agents to create, modify, and analyze KiCAD schematic files. | 0 | Claude Code | 8 | 3,043 tok |
| arithmetic-zz/bring-mcp-server Bring! MCP server exposing shopping list tools for Claude Desktop and other MCP clients. | 0 | Claude Code | 1 | 1,119 tok |
| AlexanderChen5966/DownloadVideoPythonProject download video MCP | 0 | Claude Code | 3 | — |
| madfreakz/google-health-mcp-server | 0 | Claude Code | 1 | 2,209 tok |
| ricCap/sketch-engine-mcp-server MCP server for https://www.sketchengine.eu/ (preview) | 0 | Claude Code | 1 | 2,735 tok |
| waldell/mcp-yuntrack | 0 | Claude Code | 2 | 526 tok |
| Zapkid/Tuskr-MCP MCP server for the Tuskr API. List, search, and read cases, Create suites/sections/cases. | 0 | Claude Code | 1 | — |
| nx-solutions-ug/chronova-mcp chronova.dev MCP server exposing Chronova developer productivity data to AI agents via the Model Contex | 0 | Claude Code, Codex, OpenCode | 7 | 1,472 tok |
| PedroHSGuimaraes/nuvem-shop-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,559 tok |
| Yaeshio/FreeCAD-MCP-For-YDGA | 0 | Claude Code | 3 | — |
| MeruLocal/HelloGrowthCRMwebsite_MCP MCP repo for Hellogrowthcrm | 0 | Claude Code | 2 | — |
| FMorgan-111/github-mcp-server MCP server for GitHub operations — code search, issues, PR review, and more. Built for AI | 0 | Claude Code | 1 | 756 tok |
| fastmcp-me/mcp-tenzir Tenzir MCP server | 0 | Claude Code | 1 | — |
| lleontor705/cli-orchestrator-mcp MCP Server for resilient multi-CLI orchestration — route AI tasks to Claude, Gemini, or Co | 0 | Claude Code | 1 | 792 tok |
| Kouki-odaka/open-helplines Open-source global registry of mental health helplines — CC0 data + Apache-2.0 code, MCP s | 0 | Claude Code | 1 | 1,547 tok |
| pedroknigge/Open-Neural-Substrate localhost A persistent local knowledge graph that acts as a second brain. Store, search, and connect | 0 | Claude Code | 1 | 2,228 tok |
| illinigirl/meal-planner-mcp Self-contained MCP server that plans a week of meals from a local recipe library — optimiz | 0 | Claude Code | 5 | 3,789 tok |
| OpenSIN-Code/SIN-Code-Frontend-Design-Skill OpenSIN-Code Skill: SOTA frontend design system + philosophy (Anthropic-compatible) with v | 0 | Claude Code, Codex, OpenCode | 8 | 1,929 tok |
| OpenSIN-Code/SIN-Code-MCP-Server-Builder-Skill [ARCHIVED] Moved to OpenSIN-Code/SIN-Code — use sin mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,800 tok |
| woolkingx/mcp-arango-mind Schema-driven ArangoDB MCP server with OpenAPI search/exec, AQL templates, and knowledge-a | 0 | Claude Code | 1 | 1,202 tok |
| mauriziomocci/mcp-adr | 0 | Claude Code | 1 | 830 tok |
| linofcp007/advogado-pt Advogado pessoal e empresarial em Portugal — plugin Claude Code + servidor MCP (referencia | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,157 tok |
| ga815647/fellow-aiden-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,037 tok |
| de-snake/front-asset-intel-mcp | 0 | Claude Code | 1 | 312 tok |
| nima-karami/nima-career-mcp Public, read-only MCP server exposing a vetted, public-safe career corpus — query it from | 0 | Claude Code | 1 | 1,205 tok |
| rmednitzer/aiops-mcp rmednitzer.github.io A self-contained, security-first unified AIOps MCP | 0 | Claude Code, Codex, OpenCode | 3 | 1,805 tok |
| henkas/elevenlabs-call-mcp MCP server bridging Poke and ElevenLabs COnversational AI for AI-driven outbound phone cal | 0 | Claude Code | 10 | — |
| Matthew-M-King/robot-framework-mcp-server A local Python MCP server for analysing Robot Framework output.xml results and exposing st | 0 | Claude Code | 1 | — |
| elchika-inc/ts-review-graph TypeScript dependency graph for Claude Code — minimize context reads via MCP | 0 | Claude Code | 1 | 1,700 tok |
| kula-ai/kula-mcp-server npmjs.com Kula's official MCP Server | 0 | Claude Code | 1 | 706 tok |
| tumourlove/DEPRECATED-unreal-editor-mcp ⚠️ DEPRECATED — Replaced by Monolith (github.com/tumourlove/monolith). Unified UE MCP plug | 0 | Claude Code | 1 | 1,169 tok |
| sinan-ozel/finance-tools My MCP server for some of the more complex calculations I need for financial decision-maki | 0 | Claude Code | 2 | 1,490 tok |
| twilize5/reportforge | 0 | Claude Code | 1 | 551 tok |
| tumourlove/DEPRECATED-unreal-project-mcp ⚠️ DEPRECATED — Replaced by Monolith (github.com/tumourlove/monolith). Unified UE MCP plug | 0 | Claude Code | 1 | 2,469 tok |
| lovettbarron/mcp-veggiebox MCP Server to save my veggie box from neglect | 0 | Claude Code | 1 | 417 tok |
| troelskn/swehockey Swedish ice-hockey league data (swehockey) as an MCP server and CLI. | 0 | Claude Code | 1 | 723 tok |
| div0ky/oreo-pudding APPLE CAL MCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,737 tok |
| shemreader/mcp-server-datahub docs.datahub.com The official Model Context Protocol (MCP) server for DataHub (https://datahub.com) | 0 | Claude Code | 2 | 563 tok |
| wawworld/dynalist-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 4,148 tok |
| matanSht/WebControl Headless browser automation service for LLM agents — REST API + MCP server | 0 | Claude Code | 1 | 3,071 tok |
| tanongkiat/mcp-chatgpt-file-store | 0 | Claude Code | 1 | — |
| mcwalrus/oppertunity-party ETL pipeline for opportunity.org.nz — Dagster orchestration, clean markdown corpus, Astro | 0 | Claude Code, Codex, OpenCode | 19 | 1,749 tok |
| gabrielg2020/govuk-frontend-mcp npmjs.com Unofficial MCP server that exposes GOV.UK Frontend components and GOV.UK Design System pat | 0 | Claude Code | 1 | 924 tok |