Discover Awesome MCP Servers

Blender MCP

Enables AI assistants to control Blender 3D software through natural language, with tools for modeling, materials, animation, rendering, and rigging.

qa-ai-mcp-server-gits

MCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.

Snowflake MCP Server

Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.

FusionSearch MCP

把五个搜索源熔进一个 MCP —— 一次调用，多源取证 · 交叉验证 · AI 汇总

Meta Kaggle MCP Server

Searches and retrieves information from Meta Kaggle dataset, including competitions, discussions, users, and forums, enabling data exploration and analysis through natural language queries.

automatelab-ai-seo

Vendor-agnostic MCP server that audits, scores, and rewrites web pages for AI-citation eligibility. No API keys. No registration. Works in Claude Desktop, Cursor, Cline, Windsurf, VS Code (Copilot / Continue), and any client that speaks the Model Context Protocol.

mcp-mbta

Enables real-time access to Boston MBTA transit data (subway, bus, commuter rail, etc.) via the MBTA v3 API.

AQICN MCP Server

Enables querying real-time air quality index (AQI) data for Chinese cities, including PM2.5, PM10, and other pollutant information with health recommendations from the World Air Quality Index Project API.

akshare-mcp

An MCP server that gives AI assistants direct, structured access to China A-share market data.

vision-mcp

Helps non-vision models extract and understand images and screenshots via OpenRouter multimodal models.

ActiveCampaign MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ActiveCampaign (beta): https://www.cdata.com/download/download.aspx?sku=JUZK-V&type=beta

GitLab WeChat MCP

Enables users to retrieve GitLab commit records and automatically generate daily work reports that can be sent to WeChat Work groups. Supports querying commits by date and user, with seamless enterprise messaging integration.

flights-mcp

Search flights using Google Flights data via SerpAPI, covering all airlines including low-cost carriers like Ryanair and easyJet.

MCP Midtrans Documentation Server

Enables AI agents to integrate Midtrans payments by providing comprehensive documentation, API references, and code examples for 15+ payment methods across 5 languages. Includes tools for generating charge requests, webhook handlers, and searching documentation without requiring API keys.

MCP LangChainJS Search Server

Enables searching the langchain-ai/langchainjs GitHub repository for TypeScript/JavaScript/Markdown code snippets using the search_langchain tool.

Atlas

Local-first MCP server for querying multi-repo engineering documentation artifacts from a SQLite corpus.

tif-score-mcp

An MCP server that exposes three tools to analyze call transcripts for business intelligence, score leads 0-100 with hot/warm/cold classification, and diagnose n8n workflow errors with root cause analysis and proposed fixes.

Trustpilot Reviews API MCP Server

Enables retrieval of Trustpilot reviews as structured JSON, including ratings, dates, replies, and company metrics, with MCP support for AI agents.

myosm-mcp-server

An OpenStreetMap MCP server providing geocoding, routing, points of interest, map tiles, public transport, and energy infrastructure tools to enhance LLM location-based capabilities.

agents-docs

Ultra-fast local markdown documentation RAG for AI coding agents, enabling instant BM25 search over official framework docs and live AI model registries via MCP.

Serial MCP Server

Enables LLMs to communicate with hardware devices via serial ports. Provides tools for listing ports, opening/closing connections, reading/writing data, and controlling serial signals.

xhs-mcp

A MCP server for Xiaohongshu that enables account login, copywriting generation, and automatic publishing with AI-generated images via conversation.

Awesome MCP (Model Context Protocol) ⚡

一个精选的工具、服务器和资源集合，用于模型上下文协议（MCP）——连接大型语言模型（LLM）与外部数据源和工具的开放标准。

jb_gateway_mcp

A local MCP server that acts as a secure credential-holding gateway to Google APIs (Gmail, Calendar, Drive), with deny-by-default policy enforcement so agents never see OAuth tokens.

stay-search MCP

Enables searching and comparing Airbnb (Korea) and Yanolja accommodation prices, with tools for price distribution, historical trends, and snapshot management, storing collected data in SQLite.

google-tasks-mcp

MCP server that connects MCP-compatible clients to Google Tasks, enabling reading, searching, creating, completing, updating, deleting, and moving tasks via 19 tools.

Commvault MCP Server

Enables AI agents to securely access and manage Commvault environments, including job control, backup schedules, client/storage management, SLA monitoring, and optional DocuSign envelope backup integration.

Miro MCP Server

Miro 的模型上下文协议 (MCP) 服务器

docmcp

An MCP server that generates real .docx and .xlsx files from structured data, with support for headings, tables, RTL, and frozen panes. It offers local (stdio) and hosted HTTP modes with API key quotas.