Discover Awesome MCP Servers

Firestore Advanced MCP

大規模言語モデル（LLM）であるClaudeが、Firebase Firestoreデータベースと包括的なインタラクションを実行できるようにする、モデルコンテキストプロトコルサーバー。完全なCRUD操作、複雑なクエリ、トランザクションやTTL管理などの高度な機能をサポートします。

FastMCP SonarQube Metrics

A server that provides tools for retrieving SonarQube project metrics and quality data through a simplified message-based approach, allowing users to programmatically access metrics, historical data, and component-level information from SonarQube.

Edit-MCP

A Model Context Protocol server that integrates with Microsoft's Edit tool, allowing AI systems to perform file operations from simple reads/writes to complex code editing and refactoring.

Japanese Weather MCP Server

A Model Context Protocol (MCP) server that provides access to Japanese weather forecasts using the weather.tsukumijima.net API.

Google Workspace MCP Server

Google Workspace MCP Server

Binance TypeScript MCP

Provides a tool to fetch real-time cryptocurrency prices from the Binance API and logs server activity to file resources. It allows users to query crypto symbols and monitor MCP interactions through natural language interfaces.

Google Search Console MCP Server

Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.

mcp-server-codegraph

Generates and queries a graph representation of a codebase to identify entities and their relationships, such as function calls and inheritance. It supports multiple languages including Python, JavaScript, and Rust to help users navigate and understand complex code structures.

Ceph MCP Server

A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.

Pure Agentic MCP Server

A Model Context Protocol implementation with a modular architecture that exposes capabilities through specialized agents, enabling seamless integration with Claude Desktop and web applications.

ML Task Router MCP Server

Enables routing of ML tasks like chat, sentiment analysis, recommendations, and summarization to appropriate models through a dynamic YAML-based registry. Provides async FastAPI endpoints with streaming support, retry logic, and pluggable model architecture for scalable ML inference.

MoEngage Documentation MCP Server

Provides comprehensive access to MoEngage documentation from developers, help, and partners portals with full-text search, automatic updates, and intelligent filtering by platform, category, and source.

Relace MCP Server

Enables AI-powered instant code merging at 10,000+ tokens/sec and agentic codebase search with natural language queries through the Relace API.

MCP Server for Azure DevOps

Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

Tavily Cursor MCP Server

Enables web search, content extraction, question answering, and RAG context generation using Tavily API with Cursor-compatible underscore-named tools.

12306 MCP Server

A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.

Nuclei MCP

Connects Nuclei vulnerability scanner with MCP-compatible applications, enabling AI assistants to perform security testing through natural language interactions.

Apache AGE MCP Server

Enables AI agents to manage and interact with Apache AGE graph databases through natural language. Supports creating, updating, querying, and visualizing multiple graphs with vertices and edges.

DriveBC MCP Server

Provides real-time access to BC highway conditions, road closures, weather alerts, and traffic incidents through the Open511-DriveBC API with smart caching.

Amazon Rainforest Travel Guide

An AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

National Park Data MCP Server

Python based with all 29 tools that's available to developers from National Park Services (NPS)

flomo-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

Bybit MCP Server

Enables cryptocurrency trading on Bybit exchange through comprehensive market data access, account management, and automated trading operations. Features smart position validation, trailing stop losses, and risk management tools with demo mode support for safe testing.

Data Labeling MCP Server

An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.

Twilio MCP Server

Enables AI-powered SMS messaging through Twilio with automatic conversation threading, message status tracking, and webhook support for receiving inbound messages.