Discover Awesome MCP Servers

Efficient GitLab MCP

Token-efficient GitLab MCP server that delivers 167 tools through 3 meta-tools with progressive disclosure, field projection, server-side file trimming, and keyset pagination for agent context budgets.

mcp-fruityvice

Enables querying fruit nutritional data from the Fruityvice API, including retrieving facts for a specific fruit, listing all fruits, and filtering fruits by nutritional ranges.

Markmap MCP Server

Enables conversion of plain text descriptions and Markdown content into interactive mind maps using AI. Automatically uploads generated mind maps to Aliyun OSS and provides online access links.

mcp-sql-query

An MCP server providing SQLite database access for AI agents, enabling SQL execution, schema inspection, CRUD operations, and data export.

MCP Calculator

A Model Context Protocol (MCP) server example with calculator tools, built using FastMCP.

agent2agent

Enables async, authenticated messaging between AI agents with explicit authorization and persistent inbox.

figma-query

Token-efficient Figma MCP server with image export, query DSL, and design token support.

Maersk Vessel Deadlines MCP Server

Provides access to Maersk vessel information including IMO numbers, vessel schedules, shipment deadlines, and port call data through Maersk's public APIs.

ChatGPT Orchestrator MCP Server

Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently a stub but designed to be replaced with a real agent for task execution.

Agentic Shopping MCP

Enables AI agents to perform e-commerce operations including product search, budget-constrained shopping recommendations, and sustainability analysis. Includes a secure HTTP bridge with OAuth integration and observability features for production deployment.

ActiveMQ MCP Server

Enables AI assistants to manage ActiveMQ message brokers through MCP tools, supporting queue and topic operations, dynamic connection management, message browsing, and health monitoring.

petmed MCP Server

Provides tools to search and read markdown wiki documents and find animal hospitals, pharmacies, and grooming facilities using public data.

ArcAgent MCP

ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions

Dokploy MCP Server

Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deployments, applications, and infrastructure via natural language.

Vestige

A local cognitive memory server for MCP-compatible AI agents, providing persistent, inspectable memory with spaced repetition, predictive retrieval, and a 3D dashboard, all running locally in a single Rust binary.

AutoGen Documentation MCP Server

Enables AI assistants to search and retrieve Microsoft AutoGen documentation across versions with smart search and fallback.

CasualMarket

A Taiwan stock trading MCP server providing over 23 tools for real-time stock prices, financial analysis, market information, and simulated trading.

MLIT Data Platform MCP Server

Enables natural language search and retrieval of data from Japan's Ministry of Land, Infrastructure, Transport and Tourism (MLIT) Data Platform, including location-based queries, attribute filtering, and data visualization capabilities.

UPS MCP Server

Enables AI agents to integrate with UPS shipping and logistics capabilities, including package tracking with delivery status and transit information, and address validation for U.S. and Puerto Rico locations.

ECRVSP Documentos: Escolha da Placa

Consulta em fonte oficial para ECRVSP Documentos: Escolha da Placa, permitindo consultas via MCP.

Monarch Money MCP Server

Enables integration with Monarch Money to query financial data, analyze spending patterns, track budgets, and get personalized financial insights through conversational AI with Claude Desktop.

MCP-ADB

Servidor MCP (Protocolo de Contexto del Modelo) para controlar Android TV

CrestronMCP client

Enables natural language control of Crestron 4-Series AV systems via MCP tools, connecting Claude to a processor over TCP with TLS authentication.

wigle-mcp

An MCP server that exposes WiGLE.net wardriving lookups as tools for LLMs, enabling searches and details for WiFi networks, Bluetooth devices, and cell towers.

SDW_Search

A provider-neutral Web Search MCP server and CLI that combines live search, scholarly discovery, verified PDF downloads, URL normalization, multi-provider ranking, secure page fetching, caching, and citation-ready research evidence.

Apify YouTube Transcripts MCP Server

Provides YouTube video transcripts as structured JSON, including timestamped captions and plain text, through the Apify YouTube Transcripts API. Supports single or batch video URLs across multiple formats.

swarm-mcp

An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing them to query scope, evidence gaps, and review requirements without being able to issue a final verdict.

vue-mcp-next

Enables real-time debugging and state manipulation of Vue.js applications through MCP protocol, integrating with Vue DevTools to access component trees, states, router info, and Pinia stores.

stock-market-mcp-server

Enables LLMs to access stock market and cryptocurrency data through the Financial Datasets API, including financial statements, prices, metrics, and press releases.