Discover Awesome MCP Servers

Gel MCP Server

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.

PypReader-MCP

An MCP server that enables AI models to inspect local Python packages by retrieving PyPI descriptions, file structures, and source code. It allows agents to understand third-party libraries directly from a specified environment for tasks like code analysis and dependency checking.

Balldontlie MCP Server

一个集成了 Balldontlie API 的 MCP 服务器实现，用于提供 NBA、NFL 和 MLB 的球员、球队和比赛信息。

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Stacks AI MCP Server

A comprehensive MCP server providing unified access to over 144 tools for lending, trading, and staking across six major DeFi protocols on the Stacks Bitcoin Layer 2. It enables AI agents to perform complex blockchain operations and interact with the DeFi ecosystem using natural language commands.

Korx Share MCP Server

为任何人工智能创建的可视化内容（图表/仪表板/HTML）生成安全、可共享的 URL，同时保留完整的交互性，并支持 Claude、DeepSeek、Grok、Gemini 等。

Screenshot MCP (macOS)

A macOS-based MCP server that allows for capturing screenshots of displays and windows, as well as recording window activity to MP4 files. It leverages a Swift CLI backend to interact with macOS CoreGraphics and AVFoundation APIs for seamless screen capture management.

Neovim MCP Server

Integrates Neovim buffers with Claude, enabling real-time buffer awareness and direct in-editor content updates through MCP resources and tools.

FinDataMCP

An MCP server that enables Claude Desktop to access and analyze financial data through Yahoo Finance integration.

GitHub MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 GitHub 仓库、议题和拉取请求进行交互。

Basic MCP Weather Tool

A simple educational MCP server implemented in Node.js that allows users to fetch weather information for cities using the Open-Meteo API.

ToolBox MCP Server

一个由人工智能驱动的自动化工具开发平台，提供模块化架构和工具热重载、企业级集成能力以及零停机部署的实时更新。

TripGo MCP Server

Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.

Semiconductor Component RAG Search

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

LexGuard MCP

Enables AI to search and retrieve South Korean legal information from the National Law Information Center. It allows users to look up specific laws, articles, and detailed legal provisions using natural language queries.

Tally MCP Server by CData

Tally MCP Server by CData

Shared Memory MCP Server

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

Account and Transaction MCP Server

An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

Jinko Hotel Booking MCP Server

Enables AI agents to search, browse, and book hotels from a database of 2 million properties worldwide. Provides comprehensive hotel search capabilities with location lookup, filtering by amenities, detailed property information, and integrated booking functionality.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Demonstrates MCP server implementation with external API integration.

GnuRadio

GnuRadio

Azion MCP Server Template

A Model Context Protocol server template deployed on Azion Edge Computing Network that provides a simple calculator tool for basic arithmetic operations.

Kali Metasploit MCP Server

Enables interaction with Metasploit Framework for authorized security testing, including exploit searches, payload management, network scanning with nmap, and database operations for penetration testing workflows.

SuiteCRM MCP Server by CData

This read-only MCP Server allows you to connect to SuiteCRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Spark EventLog MCP Server

Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.

Terragrunt GCP Tool MCP

Enables intelligent management of Google Cloud Platform infrastructure using Terragrunt, with support for experimental stacks, parallel deployments, resource visualization, cost analysis, and comprehensive infrastructure operations through natural language.

Anki MCP Server

An MCP server that enables AI assistants to interact with the Anki flashcard application for studying, deck management, and note creation. It supports natural language interaction for reviewing cards, searching content, and managing media files across local and remote environments.

McpDocServer

一个基于 MCP 协议的文档服务器，专为各种开发框架设计，提供多线程文档抓取、本地文档加载、关键词搜索和文档详情检索功能。