"Exploring GraphRAG and HybridRAG" matching MCP servers:

Enables AI assistants to query and manage logistics shipment data, supporting operations like tracking, quoting, and performance analysis via nine tools backed by a demo dataset or a REST API.

Give AI agents the ability to search private jets, compare aircraft, get quotes, and submit charter requests through natural language.

Provides real-time and scheduled bus data for the Centre Area Transportation Authority (CATA) in State College, PA. Enables users to track live bus positions, get arrival predictions, search stops, view routes, and receive service alerts through natural language queries.

A server that provides real-time flight information query capabilities to AI assistants, allowing them to access detailed flight statuses, airport details, and related travel information.

Enables AI assistants to retrieve real cabin layouts, compare free seats against traveller preferences, access seat reviews and ratings, and create seat alerts for flights across 150+ airlines.

Enables AI agents to retrieve live transit departures, vehicle positions, and service alerts for San Francisco Bay Area transit operators via the regional 511.org open-data API.

Enables AI clients to search discounted private-jet empty-leg flights, retrieve flight details, obtain booking links, estimate charter prices, and submit charter enquiries.

Provides AI assistants with real-time and forecast airport intelligence, including security wait times, FAA delays, EU border queues, lounge and terminal info, aviation weather, and baggage performance for over 8,000 airports.

Fixed London chauffeur prices for AI agents: Heathrow/Gatwick/Stansted/Luton and cruise-port transfers, hourly and full-day hire, private day trips, Heathrow VIP meet & greet, plus pre-filled booking links. Public remote endpoint, no API key.

Enables MCP clients to search verified flight fares by origin, destination, departure month, cabin, region and maximum price, and to fetch a single fare's itinerary, flights and listed date pairs with prices. Results link to fare pages for booking and route pages for following new fares, all via a hosted streamable HTTP endpoint requiring no install or API key.

Enables interaction with LiteAPI's hotel booking and travel services through MCP tools, supporting search, booking, vouchers, analytics, and more.

Enables AI agents to search, compare, and book hotels with real-time pricing and availability, supporting multiple location types, star ratings, and price filters.

Lets any MCP-compatible AI agent search live resort inventory, request exact all-in quotes including transfers, and start real hotel bookings that the traveler completes on a hosted Stripe checkout.

Enables real-time vessel tracking, port data, maritime weather, and maritime intelligence through 25 tools, allowing AI clients to query live vessel positions, registry, port info, area searches, weather, and more.

Enables AI assistants to interact with SmartRoutes route optimization and dispatch tools, allowing users to manage orders, vehicles, and plans via natural language.

MCP server for Expedia travel recommendations. Enables LLMs to search hotels, flights, activities, and car rentals using natural language.

Tour and excursion search on supertours.ru — destinations across Russia and abroad.

MCP server for searching stays, comparing prices across Booking.com, Airbnb, Vrbo, and Google Hotels, and fetching reviews via natural language in AI assistants.

Enables AI agents to search and book hotels globally with real-time pricing and inventory from over 2 million properties.

Enables querying LA Metro bus and rail route rosters, stop locations, and live service cancellations from Metro's open API.