MCP servers

Marinetraffic MCP Server

Cyreslab-AI/marinetraffic-mcp-server

A Model Context Protocol (MCP) server that provides access to MarineTraffic vessel tracking data.

MCP_server Bqc

karansharma3009/mcp_server

implementing a sample mcp_server using dolphin_mcp client.

An arXiv-based paper retrieval and content parsing tool supporting smart search, PDF fetching and content parsing, with a focus on the latest AI papers.

Coupler Io MCP Server

railsware/coupler-io-mcp-server

The official Coupler.io MCP server is a Model Context Protocol server for seamless integration with the Coupler.io API, supporting data retrieval and analysis from a variety of business data sources and providing data support for AI tools.

Advanced Earth Engine MCP Server - Enterprise-grade geospatial analysis platform for Claude Desktop. Transform Claude Desktop into a powerful geospatial analysis workstation with direct access to Google Earth Engine's massive satellite data catalog and advanced processing capabilities.

Crypto Stocks MCP

kukapay/crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

Gaggiuino MCP

AndrewKlement/gaggiuino-mcp

Gaggiuino MCP Server This is a lightweight Model Context Protocol (MCP) server built for Gaggiuino, the open-source espresso machine controller for the Gaggia Classic. It is designed to integrate easily AI clients that want to display or analyze data from the Gaggiuino system in real time.

MCP Sondehub

LukePrior/mcp-sondehub

A MCP Server for the SondeHub API primarily to experiment with MCP.

Fpl Server

Andyb9988/fpl-server

FPL's MCP server project

MCP Server Taiwan Aqi

besthand/mcp-server-taiwan-aqi

An MCP service for retrieving current and past 24-hour data from air quality monitoring stations across Taiwan.

An MCP server providing access to European cultural heritage and artworks, supporting search, detail viewing, institution browsing and AI recommendations.

Gw150914 MCP Signal Search

iphysresearch/gw150914-mcp-signal-search

This project provides tools for analyzing gravitational wave signals, specifically focusing on the GW150914 event. It uses MCP to create a client-server architecture where.

Headhunter MCP Server

gmen1057/headhunter-mcp-server

MCP (Model Context Protocol) server for integrating HeadHunter API with Claude Code and other MCP clients. HeadHunter (hh.ru) is the largest job search platform in Russia and CIS countries. This MCP server provides seamless integration with HeadHunter API, enabling AI assistants to search vacancies, manage resumes, and apply to jobs on your behalf.

F1 MCP Server

Machine-To-Machine/f1-mcp-server

A Model Context Protocol (MCP) server that provides Formula One racing data. This package exposes various tools for querying F1 data including event schedules, driver information, telemetry data, and race results.

ClinicalTrials-MCP-Server

JackKuo666/ClinicalTrials-MCP-Server

Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.

This is a Model Context Protocol (MCP) server for the Facebook Ads Library. With this you can search Facebook's public ads library for any company or brand, see what they're currently running and analyze their advertising.

A unofficial Model Context Protocol (MCP) server for accessing the OpenRegister API, providing tools to search and retrieve company information from the German company register.

An MCP server to query the Edinburgh Festivals API for information about events and venues for all the Edinburgh festivals, inluding historical data.

A custom implementation of FastMCP (Model Context Protocol) for real-time supply chain optimization using Gemini AI. This project demonstrates low-latency, multi-tool orchestration inspired by Anthropic's internal FastMCP system.

Amadeus MCP Server Standalone

privilegemendes/amadeus-mcp-server-standalone

This is a Model Context Protocol (MCP) server that connects to the Amadeus API to provide flight search, booking, and analysis capabilities for AI assistants.

A streamlined Model Context Protocol (MCP) server that provides access to Outscraper's Google Maps data extraction services. This server implements 2 essential tools for extracting Google Maps data with high reliability.

NOAA Tides and Currents

ryancardin15/noaa

A Model Context Protocol server for NOAA CO-OPS Tides and Currents data.

Scryfall MCP

dbeltra/scryfall-mcp

This is an MCP server that interfaces with the Scryfall API to fetch and display detailed Magic: The Gathering card data. It supports searching cards by name, color, type, and text content.

Media Crawler MCP Service

mcp-service/media-crawler-mcp-service

MediaCrawler MCP service upgrades social media crawlers into standardized tools that AI assistants can call directly, supporting multi-platform data retrieval with features such as externalized login, browser reuse and structured output.