Discover Awesome MCP Servers

Meta-MCP Server

A Model Context Protocol server that wraps multiple backend servers for token-efficient tool discovery via lazy loading. It enables AI models to browse available servers and fetch specific tool schemas on-demand, significantly reducing initial context overhead.

HydraMCP

An MCP server that enables users to query, compare, and synthesize responses from multiple local and cloud LLMs simultaneously using existing subscriptions. It provides tools for parallel model evaluation, consensus polling with an LLM-as-judge, and response synthesis across different model providers.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

MySQL Database Server

Cho phép các LLM (Mô hình ngôn ngữ lớn) tương tác với cơ sở dữ liệu MySQL bằng cách kiểm tra lược đồ và thực thi các truy vấn chỉ đọc, an toàn trong các giao dịch.

Piper TTS MCP Server

Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to convert text to speech and play it through speakers with customizable voice settings and volume control.

Gmail MCP Agent

Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, response tracking, and 24/7 operation. Supports CSV-based contact management, template personalization, and real-time monitoring for enterprise-scale email outreach.

Academic MCP

Enables users to search, download, and read academic papers from multiple platforms including arXiv, PubMed, bioRxiv, Google Scholar, Semantic Scholar, and CrossRef through a unified interface.

Public-Promo

A lightweight, database-free, configuration-free HTTP proxy server with built-in data sources, suitable for rapid development and testing.

Codex JetBrains MCP

Enables Codex to retrieve the currently selected file, line numbers, and code snippets from JetBrains IDEs. It leverages the official Claude Code plugin to provide real-time IDE context to the AI.

name-variants

Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic, Vietnamese, and more. Resolves whether two name spellings refer to the same person — Chan/Chen/陳/陈, Hsu/Xu, Chou/Zhou — across Pinyin, Wade-Giles, Cantonese, Hokkien, and other romanization systems.

mcp-spotify

MCP server for Spotify that enables playlist building and music discovery through 19 tools, allowing LLM agents to search tracks/artists/albums, manage playlists, control playback, and access personal listening data.

rakuten-mcp

MCP server for Rakuten APIs. Search products, books, hotels, and rankings across Japan's largest e-commerce platform.

Cloud VM MCP

Manages and views virtual machines across multiple cloud providers (AWS, Azure, Alibaba Cloud). Enables AI assistants to list, inspect, and control VMs through a unified MCP interface.

Blue Perfumery MCP Server

A Model Context Protocol server that provides AI assistants with access to Blue Perfumery's perfume collection data, enabling users to search, compare, and purchase fragrances through natural language interactions.

Lumino

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

make-mcp-server

Enables AI assistants to search 200+ Make.com modules, validate and auto-heal blueprints, and deploy automation scenarios directly to Make.com via API.

Consumer Complaint Database MCP

A local MCP server that enables users to query the CFPB Consumer Complaint Database through natural language, retrieving financial consumer complaint records via the CFPB API.

Remote MCP Server Template

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables users to create custom tools accessible through Claude Desktop or the Cloudflare AI Playground.

Supabase MCP Server

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) cho phép truy vấn các đề xuất tính năng từ cơ sở dữ liệu Supabase, cho phép các công cụ AI như Cursor và Claude truy cập và hiển thị dữ liệu yêu cầu tính năng.

Shuttle

Enables AI assistants to securely execute SSH commands on remote servers with connection pooling, session isolation, and a web audit panel.

Computeback MCP — Agent rewards marketplace + CB Hire

MCP server for the Computeback agent rewards marketplace and CB Hire B2B labor marketplace. Agents browse the storefront (compute, voice, memory, storage, 25+ categories) using $NOMD tokens, and discover/accept paid B2B work (email/voice/SMS/landing-page campaigns) and/or book travel on Autonomad for $NOMD earnings on Base L2.

Bruno MCP

Máy chủ MCP để chạy Bộ sưu tập Bruno

Ldoce MCP Server

Gương của

Fox Davidson Property Mortgage MCP

UK mortgage calculators from Fox Davidson, FCA-authorised mortgage brokers: UK stamp duty (SDLT/LBTT/LTT) and FCA MCOB 3A high net worth mortgage qualification.

Kanta MCP Server

A Model Context Protocol server that enables AI assistants to interact with Kanta API for managing clients, users, persons, and accessing risk summaries and firm information.

Enhanced Miyabi MCP Server

Automatically analyzes and dispatches user tasks to appropriate handlers, supporting development task processing via Miyabi Agent and medical AI academic article generation. Provides intelligent task classification and routing for development, writing, and general tasks.

MCP Think Tool Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cung cấp cho Claude một không gian chuyên dụng để tư duy có cấu trúc trong các tác vụ giải quyết vấn đề phức tạp, giúp cải thiện khả năng suy luận của nó.

VibeSharing MCP Server

Connects AI coding assistants to a team prototype hub for deploying, sharing, and gathering feedback on prototypes, with context sync across sessions.

Memory Bank MCP

An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.

mcp-clinical-doc-agent

Enables analysis of clinical trial protocols using MCP tools for document listing, entity extraction, adverse event clustering, and summarization.