Discover Awesome MCP Servers

Read-only Database MCP

Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP tools for listing tables, previewing data, and running SELECT queries with a built-in UI for managing database configurations.

WebSurfer MCP

A Model Context Protocol server that enables AI assistants to securely fetch and extract readable text content from web pages through a standardized interface.

iOS Automation MCP Server

A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.

HireBase MCP Server

Fornece ferramentas para interagir com a API de Empregos da HireBase, permitindo que os usuários pesquisem empregos usando vários critérios e recuperem informações detalhadas sobre empregos por meio de linguagem natural.

giveready-mcp

Search a verified directory of youth nonprofits by cause, country, or keyword. Returns impact data, programmes, and donation links. Supports x402 USDC donations directly to nonprofit wallets.

MCP Binance

Enables users to fetch real-time cryptocurrency market data from Binance including OHLCV prices, mark prices, funding rates, and open interest for both spot and futures markets. Provides easy access to Binance trading data through a simple JSON-RPC interface.

MCP-Transcribe

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Playwright MCP Docker Environment

Este projeto fornece um ambiente Docker Compose para executar o servidor '@playwright/mcp'.

pica

Enable seamless interaction with over 100 third-party platforms through a unified interface, powered by Pica. Execute platform actions directly, generate integration code, and manage connections securely without exposing secrets.

N8N MCP Server for Railway

Implantação do Servidor N8N MCP para Railway

JMeter MCP Server

A Model Context Protocol server that enables executing and interacting with JMeter tests through MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

GraphQL Schema Embedder MCP Server

Indexes GraphQL schemas using embeddings to enable semantic search of types and fields for fast lookup. It allows LLMs to discover relevant schema signatures and execute queries against live GraphQL endpoints.

Docs Query MCP

Enables semantic search and retrieval over local Markdown/MDX documentation using Node.js-based embeddings. Supports multi-language documentation with offline vector indexing and MCP tool exposure for AI assistants.

Azgaarnoth MCP Server

Provides AI assistants with tools to query and explore the Azgaarnoth D\&D world repository, including searching content, retrieving stat blocks, spells, and browsing categories like races, classes, nations, and creatures across ~4,200 markdown files.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

Notion Query MCP Server

Provides structured, SQL-style query access to Notion databases, allowing Claude to filter, sort, and update pages through the Notion REST API. It enables advanced property-based filtering and database schema discovery beyond the capabilities of standard connectors.

Roundtable

A multi-role AI discussion system that enables users to manage diverse AI personas for collaborative debate and consensus-driven decision-making. It provides tools for role configuration, automated meeting facilitation, and the generation of formatted meeting minutes via the MCP protocol.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

RustFS File Management MCP Server

Enables AI to upload local files to RustFS storage service and download files from HTTP/HTTPS URLs to local paths. Built with FastMCP and RustFS SDK for seamless file operations through natural language.

Google Drive MCP Server

Enables comprehensive Google Drive operations including file management, content retrieval, permission handling, commenting, and collaboration through the Model Context Protocol.

Delegation MCP

Intelligent routing layer that analyzes tasks and guides your AI agent to delegate work to specialized tools (Gemini, Aider, Copilot) using rule-based and capability-based routing.

Qdrant MCP Server

Uma implementação de servidor de Protocolo de Contexto de Modelo (MCP) para RAG.

Google Maps MCP Server

Provides access to Google Maps API functionality including geocoding, place search, direction routing, and distance calculations through a structured MCP interface.

Calculator MCP Server

Provides basic mathematical calculation functionality through MCP tools including arithmetic operations, exponentiation, and square root calculations. Features proper error handling for edge cases like division by zero and negative square roots.

Baseline MCP Server

Servidor MCP que verifica o status da Baseline usando APIs da Plataforma Web.

discord-mcp

Lightweight multi-guild Discord MCP server with 60+ tools for messages, channels, roles, permissions, moderation, forums, webhooks, and embeds

mcp-pprof-anaylzer

This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.