Discover Awesome MCP Servers

PubMed MCP Server

Enables searching PubMed's biomedical literature database and retrieving article metadata, abstracts, and full content through the E-utilities API. Supports advanced queries, batch operations, and multiple output formats with automatic rate limiting.

Gmail MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI tương tác với các dịch vụ Gmail, hỗ trợ các hoạt động email, quản lý bản nháp và chức năng lịch thông qua tích hợp Google API.

cdcx

MCP server for the Crypto.com Exchange API, providing 86 dynamically generated tools for market data, trading, account management, and more with real-time WebSocket streaming and safety enforcement.

Unsloth MCP Server

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Mr. Magic MCP Server

Bridges multiple lyrics providers (LRCLIB, Genius, Musixmatch, Melon) into a single toolchain accessible via MCP, HTTP, or CLI.

Document Processing Server

Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.

Quolle MCP

Enables AI agents to send transactional emails through Quolle, including sending, batching, canceling, and checking delivery status of emails.

mctl

AI-native control plane for Kubernetes and GitOps. Provides 30+ tools for service deployment, database provisioning, and log management via natural language.

Aleph-10: Vector Memory MCP Server

Máy chủ Vector Memory MCP - Một máy chủ MCP với khả năng lưu trữ bộ nhớ dựa trên vector.

Toolhouse MCP Server

Máy chủ MCP này cho phép bạn kết nối các máy khách MCP với các công cụ của Toolhouse.

heracleum-tox-mcp-server

Reproduces the in-silico toxicological profile of Heracleum sosnowskyi metabolites from Rassabina & Fedorov (2025) using open-source models for LD50 prediction, toxicity classification, chemical space clustering, and synthesis cost estimation.

@aws/ftr-eval-mcp

Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structured PASS/FAIL decisions with reasoning.

MCP Cron

Máy chủ MCP có thể lên lịch và quản lý các tác vụ.

Weather & Prayer Times MCP Server

Enables users to get weather information and Islamic prayer (Namaz) times, along with motivational prompts and random quotes. Integrates with OpenWeatherMap and Aladhan APIs to provide location-based weather data and prayer schedules.

trollspace-mcp

MCP server for the Trollspace API that exposes 47 type-safe tools for managing snippets, nuggets, todos, ideas, tools, repos, travel, subscriptions, and more.

arch-viewer

Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.

Mirelia-Structured-Data-Marketplace

A fully autonomous patent data marketplace for AI agents, providing highly structured JSON datasets with strategic insights. Supports instant M2M transactions via ROSE on the Oasis Network.

SiYuan MCP Server

Enables AI assistants to interact with SiYuan Note through its API, supporting notebook and document management, block operations, search, file operations, and more.

SD Elements MCP Server

A Model Context Protocol server that provides SD Elements API integration. This server enables LLMs to interact with SD Elements security development lifecycle platform.

bim-change-engine

Provides a change-intelligence layer for BIM models, enabling diff analysis of Speckle versions with persona-specific lenses (coordination, cost, field) and a groundedness contract that separates verified facts from inferred impacts.

Letz AI MCP

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép Claude tạo và nâng cấp hình ảnh thông qua API Letz AI, cho phép người dùng tạo hình ảnh trực tiếp trong các cuộc trò chuyện Claude.

argocd-mcp-server

A Model Context Protocol (MCP) server for integrating ArgoCD GitOps continuous delivery tool with GenAI applications, enabling intelligent Kubernetes deployment management.

PR Viewer MCP Server

Enables PR review workflows by launching a diff visualizer against a git repo and returning 'accepted' or 'rejected' based on user decision.

HawkeyeAIBridge

MCP server for fast local code & content search powered by Hawkeye. Enables AI assistants to search indexed codebases & assets with natural language queries.

n8n MCP Server

A Model Context Protocol server that allows AI agents to interact with n8n workflows through natural language, enabling workflow management and execution via SSE connections.

LLM Jukebox MCP Server

Enables LLMs to search, download, and extract information from YouTube music videos, converting them to high-quality MP3 files.

ftp-mcp

Enables AI agents to perform FTP/FTPS/SFTP file operations including upload, download, sync, and directory management with multi-server support.

openosint

AI-powered OSINT framework exposing 10 tools (email, username, breach, WHOIS, IP, subdomain, phone, Shodan, dorks, Pastebin) as an MCP server for Claude Code and Claude Desktop, with an autonomous agent REPL and direct CLI.

MCP Universal DB Client

Enables connecting to and querying multiple database types (PostgreSQL, MySQL, SQLite) through a unified interface. Supports managing multiple concurrent database connections with connection pooling and SQL query execution through MCP tools.