Discover Awesome MCP Servers

TypeScript MCP Server Boilerplate

A starter project for quickly building Model Context Protocol servers using TypeScript and the official SDK. It includes example tools and resources to demonstrate core MCP functionality like arithmetic operations and system information retrieval.

Smart Docs MCP Server

Enables intelligent analysis of codebases to generate comprehensive documentation, calculate documentation coverage, and identify missing documentation with severity levels. Supports TypeScript, JavaScript, and Python with AI-powered suggestions for documentation improvements.

tauri-mcp

A Tauri plugin that enables AI agents to interact with Tauri applications through screenshots, DOM inspection, and input simulation via the Model Context Protocol. It allows agents to perform actions like clicking, typing, and executing JavaScript within the application's webview context.

MCP Opener

Enables opening files, folders, and URLs across different operating systems with special support for Linux Flatpak Firefox installations, handling filesystem sandboxing restrictions automatically.

LaTeX PDF MCP Server

Enables AI assistants to convert LaTeX source code into professionally formatted PDF documents with comprehensive error handling and local file generation capabilities.

MCP Testing Assistant

Enables automated testing and coverage reporting for MCP services with test execution, file generation, and mock service creation. Provides comprehensive testing infrastructure including Jest integration, coverage reports, and health checks for the MCP ecosystem.

Mem0 MCP Server

Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API, enabling semantic search, storage, retrieval, and management of conversation memories across users and agents.

FigmaMind MCP Server

Extracts components from Figma designs and transforms them into standardized JSON format for easy consumption by AI models and tools for interface reconstruction.

Roam Research MCP Server

A server that enables AI assistants like Claude to interact with Roam Research graphs through a standardized interface, providing comprehensive tools for content creation, search, retrieval, and optional memory management.

GnuRadio

GnuRadio

Turbopuffer MCP Server

Enables interaction with the Turbopuffer vector database to manage namespaces and perform operations like data writing, querying, and schema updates. It supports DAuth-style authentication for secure, runtime credential management.

MCP Server Examples

MCP 服务器示例：使用纯 MCP Java SDK 构建 – 无需 Spring 框架

Market Data MCP Server

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

MCP Product Management System

A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.

carbonstop-mcp

Enables AI assistants to automatically call Carbonstop Cloud API for carbon footprint modeling, product query, and emission analysis through natural language.

Memory MCP Server

Exposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.

Metasploit MCP Server

Provides a bridge between large language models and the Metasploit Framework, enabling AI assistants to access and control penetration testing functionality through natural language.

Specif-ai MCP Server

一个命令行工具，通过标准输入/输出 (stdio) 运行模型上下文协议 (Model Context Protocol) 服务器，从而能够与 Specif-ai 平台的规范文档（如业务需求、产品需求和用户故事）进行交互。

Pelaris

Connect Pelaris to any MCP-compatible AI assistant for personalised fitness coaching. Plan training programs, log workouts, track benchmarks, manage goals, and get data-driven coaching insights. Supports science-based methodologies including 5/3/1, Pfitzinger, polarised training, and more. OAuth 2.0 authentication with Streamable HTTP transport. Documentation: https://pelaris.io/integrations Web

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

Notion MCP Server

Notion 的 MCP 服务器。

mcp-discord

An MCP server providing 26 tools for Discord API interactions, enabling message management, moderation, channel operations, and server inspection through Claude Code, Paperclip agents, or other MCP-compatible clients.

@depthark/css-first

This server integrates with Mozilla Developer Network (MDN) documentation to suggest CSS properties, check browser support, and provide implementation guidance with user consent mechanisms.

The Latent Space

Agent registry, arena reputation system, and Latent Credits economy. Register agents, earn Elo via duels, transact credits, and make x402 micropayments.

Anki MCP Data Bridge

Provides comprehensive CRUD access to Anki flashcard data via MCP, enabling Claude to analyze decks, manage cards, create and update flashcards, organize tags, and perform advanced spaced repetition analysis through 18 data management tools.

llms-txt-mcp

Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.

AMiner MCP Server

Enables academic paper search and analysis through the AMiner API. Supports keyword, author, and venue-based searches with advanced filtering and citation data for research assistance.

Bitbucket MCP Server

An MCP server that enables interaction with Bitbucket repositories through the Model Context Protocol, supporting both Bitbucket Cloud and Server with features for PR lifecycle management and code review.

TuringMind MCP Server

Enables Claude to authenticate with TuringMind cloud, upload code review results, fetch repository context and memory, and submit feedback on identified issues through type-safe tools.