Discover Awesome MCP Servers

VibeCheck

An AI-powered MCP server that automates web testing workflows by enabling recording, execution, and discovery of tests through natural language prompts.

MCP Standardized Tool Demo

A Node.js-based MCP server that extracts numbers from text and generates statistical chart data such as bar, pie, and line charts based on frequency. It enables AI agents to perform data extraction and visualization tasks through the Model Context Protocol.

神岛地图数据统计

Provides access to user data, map information, and statistics for the Shinma platform.

MCP Maximo Server

Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify Agent to manage assets, work orders, and inventory through natural language interactions with enterprise asset management systems.

Firewalla MCP Server

A production-ready server that connects Claude Desktop to Firewalla network management capabilities, allowing users to monitor devices, analyze network traffic, manage security alerts, and configure firewall rules through natural language.

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

Google Workspace MCP Server

A comprehensive integration providing 114 tools to manage Google Drive, Docs, Sheets, Slides, Gmail, Calendar, and more through the Model Context Protocol. It enables seamless interaction with the full Google Workspace suite for file management, communication, and scheduling directly within Claude.

Ghost MCP Server

An implementation of the Model Context Protocol Server that allows AI clients like Cursor or Claude Desktop to manage Ghost CMS blogs by exposing capabilities like creating posts, adding tags, and uploading images.

Spinitron API MCP Server

Enables interaction with Spinitron's radio playlist management and broadcasting data through a Multi-Agent Conversation Protocol interface, allowing users to query and manage radio station playlists, spins, and other broadcasting data via natural language.

MCP Server Demo

A simple demonstration project for the Model Control Protocol (MCP) server that provides tools for AI assistants to fetch news articles, perform calculations, retrieve weather data, and generate personalized greetings.

Substrate

A foundation layer for building production-grade Model Context Protocol (MCP) servers with base classes, documentation, and consistent implementation patterns.

basic-mcp

Provides a suite of deterministic tools for time calculations, math, and string manipulation that LLMs often struggle to perform accurately. It also includes utilities for secure randomness, data validation, and basic network operations like DNS lookups.

Aleph

Enables AI assistants to analyze documents larger than their context window by loading files into RAM and querying them via search, navigation, and Python execution tools. Supports recursive reasoning to process massive datasets in chunks using sub-agents.

Zilliqa MCP Server

Provides access to Zilliqa blockchain documentation and API examples through search capabilities and examples in multiple programming languages.

Sidvy MCP Server

Provides AI tools with full access to the Sidvy note-taking API, enabling management of notes, todos, groups, and workspaces with search, filtering, and real-time synchronization capabilities.

Flight Control MCP Server

Provides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.

Video Metadata MCP Server

Manages sports video metadata with CRUD operations for game information, teams, scores, and statistics. Enables advanced search filtering by game type, teams, league, season, and date ranges through PostgreSQL integration.

n8n MCP Server

Enables AI models to manage n8n workflow automation through a standardized interface. Supports creating, reading, updating, and deleting workflows with comprehensive access to workflow nodes, connections, and configurations.

Mermaid-MCP

An MCP server that converts text inputs into visualized flowcharts, enabling AI clients to generate high-quality Mermaid diagrams directly from natural language descriptions or structured text.

Paymo MCP Server

An MCP server for the Paymo platform that enables AI assistants to manage time entries, projects, and tasks through natural language. It supports tracking unbilled revenue and generating detailed invoice timesheets for efficient project management.

FastMCP Quickstart

A simple example MCP server built with FastMCP and Python that provides a greeting tool, designed as a quickstart template for Smithery deployment.

starReport

Monitors and analyzes GitHub repository activity (stars, commits, issues) with automated reporting. Supports AI-powered trend analysis and automatic notifications to Feishu (Lark) messaging platform.

Kali Security MCP

Integrates 193 Kali Linux security tools with AI for intelligent penetration testing, CTF solving, and vulnerability assessment through automated workflows and expert knowledge base.

AI Conversation Logger

Enables AI assistants to automatically log and manage conversation history with developers in structured markdown format. Provides powerful search and context suggestions to help AI understand project history and maintain continuity across sessions.

Stock Analysis MCP Server

Provides comprehensive stock analysis tools including chip distribution, pattern detection, trend reversal analysis, company fundamentals, and market scanning for bullish/bearish signals using Yahoo Finance and FMP data.

GraphQL MCP Server

用于处理 GraphQL 服务器的 MCP。

MCP Testing Library

MCP 服务器的测试环境