Discover Awesome MCP Servers

Scanpy MCP server

Scanpy 的 MCP 服务器

mekka

A compact backend platform exposing a scoped MCP server for agents, with SQLite data plane, embedded Studio, auth, storage, and realtime. Default read-only agent access with opt-in read-write mutations via isolated preview branches and exact-SQL approval before production promotion.

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

powerbi-mcpb

MCP Bundle for local Power BI report files, enabling scanning, reading, and extracting model tables from .pbix, .pbip, and .pbit files without any cloud API or authentication.

modelroute

Enables AI agents to scan code for TODO, FIXME, XXX issues via MCP, providing prioritized findings in table, JSON, or SARIF format.

Tencent Cloud COS MCP Server

A server based on MCP protocol that allows large language models to directly access Tencent Cloud Object Storage (COS) and Cloud Infinite (CI) services without coding, enabling file storage, retrieval, and processing operations.

openalex-mcp

MCP server for the OpenAlex scholarly graph API, enabling searches for authors, works, institutions, sources, and citation data. Supports optional query logging with hash-chained receipts.

miot-mcp

A productized MCP server for Xiaomi Mi Home (米家) that provides natural-language-oriented device discovery and control across homes, rooms, devices, and scenes, while hiding low-level protocol details like did/siid/piid. It supports QR login, structured tooling for status, brightness, temperature, scenes, and speaker announcements, plus standard MCP resources.

mcp-md-pdf

Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templates for branded styling and batch conversion.

mcp-apple-notes

MCP server for Apple Notes with semantic search (on-device embeddings via all-MiniLM-L6-v2), full-text search, complete CRUD operations, folder management, and fuzzy title matching. 10 tools. Runs fully locally on macOS — no API keys required.

MCP Server for Spotify

一个 Spotify MCP 服务器 (Yī gè Spotify MCP fúwùqì)

Odoo AI Telegram MCP

Exposes 104 Odoo tools across CRM, Sales, Inventory, Accounting, and Helpdesk, enabling natural-language control of an Odoo instance via a Telegram assistant with user-level authentication and multi-step orchestration.

open-search-mcp

Web search, page fetching, and research from the terminal or any MCP client — no API key required.

ProjectContext

A high-performance MCP server providing long-term memory storage with semantic and keyword search, along with a structured agenda engine for task management.

Jokes MCP Server

A Model Context Protocol server that delivers jokes on demand, supporting different joke categories like Chuck Norris jokes and Dad jokes through Microsoft Copilot Studio and GitHub Copilot.

figma-ui-mcp

Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost, requiring Figma Desktop.

Gemini MCP Server

A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.

Deployable MCP Server

A simple and extendable MCP server that currently provides basic addition functionality and can be easily extended by defining new tools with docstrings.

rpn-mcp

An MCP server that provides tools for evaluating Reverse Polish Notation (RPN) expressions and managing a calculator stack. It supports standard arithmetic operators along with stack operations like duplicate, swap, and clear.

MCPHub

用于人工智能服务的可嵌入模型上下文协议（MCP）解决方案。通过统一的界面，将 MCP 服务器与 OpenAI Agents、LangChain 和 Autogen 框架无缝集成。简化了不同人工智能应用中 MCP 工具的配置、设置和管理。

mercadolibre-mcp

Connects AI agents to MercadoLibre, the largest e-commerce marketplace in Latin America. Search products, get item details, browse categories, track trends, and convert currencies.

hetzner-mcp

Model Context Protocol server for full Hetzner Cloud + Storage API automation. Exposes all official Hetzner operations as MCP tools so AI agents can manage servers, networking, load balancers, firewalls, volumes, DNS zones, and storage boxes from one server.

open-splitwise

Enables AI agents to manage Splitwise expenses through natural language, including reading balances, splitting costs, and handling authentication and rate limits automatically.

KeyShot MCP

A local MCP server that enables AI apps to control KeyShot Studio for scene inspection, rendering, model import, material application, camera adjustment, environment setting, and scene saving.

Gruenerator MCP Server

A Model Context Protocol server that gives AI assistants direct access to Green Party political programs from Germany and Austria.

webpilot

A semantic terminal browser that renders web pages as structured numbered elements for LLM agents via MCP, enabling agents to navigate, interact, and extract data from any website.

Cloudinary Asset Management MCP Server

Enables AI assistants to manage Cloudinary media assets, including uploading, searching, transforming, and organizing images and videos through natural language.

ios-agent-driver

An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling tapping, typing, swiping, reading the screen via the accessibility tree, and verifying app state.

SRA Simple MCP Server

MCP server to control StarRailAssistant (SRA) on Windows. Enables listing task configurations and running SRA tasks with configurable timeout.

MCP Weather and Currency Assistant

A local MCP server that integrates FastMCP with OpenAI to enable natural language queries for current weather, forecasts, and currency conversion using ExchangeRate-API and Open-Meteo.