Discover Awesome MCP Servers

wechat-miniapp-engineering-mcp

A Chinese-friendly, locally running MCP server for WeChat Mini Program engineering, helping developers break down ideas into actionable tasks, inspect projects, generate blueprints, and perform security scans.

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.

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.

claude-systemd-mcp

Read-only systemd inspection for Claude on Linux — list units, status, journal, failed units, unit files.

open-search-mcp

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

Clickup Universal MCP Server

Enables interaction with Clickup's project management tools through the MCP protocol, allowing task and project operations via natural language.

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.

Commerce MCP Server

Enables AI agents to browse product catalogs, search products with filters, and initiate checkouts, generating order summaries and checkout URLs.

33GOD Pipeline MCP Hub

A multi-domain MCP server that exposes a small, stable surface of three tools (list_domains, list_domain_tools, call_domain_tool) to gate access to various tool domains like Plane and BloodBank, preventing agent schema overload.

grocy-mcp

Enables AI assistants to manage household operations including groceries, inventory, chores, recipes, and shopping lists through the Grocy self-hosted ERP system.

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.

Remote MCP Server (Authless) for Cloudflare Workers

A template for deploying remote Model Context Protocol servers to Cloudflare Workers using Server-Sent Events (SSE) without authentication. It enables developers to build and host custom tools that can be accessed by local clients like Claude Desktop or the Cloudflare AI Playground.

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.

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.

Roblox-MCP-proxy

Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication.

MCP Excel Workbook Processor

An MCP server for GitHub Copilot that enables reading and processing Excel workbooks (.xlsx) via Docker Compose. Users can extract data from entire workbooks or specific sheets by name or index, returning the information in JSON format.

ashare-mcp

Production-grade MCP server for Chinese A-share market data, offering 30 tools including real-time quotes, K-lines, fund flows, and financial reports, with stdio and HTTP transport support.

SeedreamMCP

ByteDance Seedream AI image generation and editing (style transfer, background change, virtual try-on) with multiple models, multi-resolution up to 4K, and streaming delivery.

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.

anki-mcp

Enables intelligent Anki vocabulary management with automatic TTS audio generation, batch card creation, and advanced search and analysis.

Throughline

Enables AI-driven static application security testing (SAST) through MCP, allowing users to scan codebases, detect vulnerabilities, and triage findings using natural language.

mcp-contradiction-check

Scans markdown vaults to detect contradictory claims (quantitative and negation) between notes with high concept overlap, and provides tools for analysis and reconciliation.

Microsoft Learn Docs MCP Server

The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients t

Spider MCP

Enables web searching and webpage scraping using pure crawler technology without requiring official APIs. Supports Bing web and news search, batch webpage scraping, and content extraction through Puppeteer automation.

PGYER MCP Server

Enables uploading and managing iOS/Android apps on the PGYER platform through MCP tools.

Aviation MCP Server

MCP server giving AI agents access to real-time aviation data — live flight tracking, airport weather, airline and airport information.

SelfHub MCP Server

A personal AI memory hub that stores and retrieves personal data from any MCP-enabled AI assistant, enabling persistent memory across conversations.

wiki-search-mcp

A zero-config personal knowledge management MCP server that enables Claude Desktop to automatically classify, search, and organize local Markdown notes using hybrid search and Graph RAG.