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117,361 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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"Web scraping and content extraction" matching MCP servers:

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  • A
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    C
    maintenance
    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.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to look up verified, sourced dog rules for parks, beaches, trails, campgrounds, hotels and restaurant patios across California and Nevada, including leash and weight restrictions, pet fees and chain policies. It also supports trip planning, hotel matching by dog size and fee budget, highway stop lists, comparisons and change tracking, with each answer citing its official source and the date it was verified.
    15
    2,683 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access live Italian public data and consumer-rights calculators, including fuel prices, equivalent medicines, flight and train compensation, and ECB exchange rates.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Google Hotels MCP server via direct RPC — no scraping, no browser automation. Three tools: hotel list search (16 filter slots: stars, price, amenities, brands, free cancellation), per-OTA rate plans and cancellation policies for a single hotel, and parallel top-N enrichment. One-command setup for Claude Code, Codex, and ChatGPT
    3
    141 PyPI
    14
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets users find nearby shops and POIs around a location and find targets such as gas stations or charging points within a given radius along a driving route, using the Amap (Gaode) Web Service API with built-in API key entry and validation.
    3
    10 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    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.
    9
    253 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service APIs, giving AI assistants like Claude Code 9 map tools: geocoding, route planning (driving/transit/walking/cycling), POI search, nearby search, distance measurement, and IP location.
    12
    25 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Give AI agents the ability to search private jets, compare aircraft, get quotes, and submit charter requests through natural language.
    7
    3 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to search live hotel and vacation-rental listings with the rate each booking site (Booking.com, Expedia, Agoda, Vrbo, Airbnb and others) is charging, and to pull a three-month daily price calendar for a single property. All results come back as JSON using a user-supplied Apify token, with no Google account or local scraping required.
    3
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server that exposes the Smoobu API for the monthly close and invoicing of a small vacation-rental portfolio, returning normalized, flagged, auditable booking and property rows. It provides tools to list properties, fetch one or many bookings with totals, detect new/modified/cancelled bookings since a prior extraction, compute pro-rata monthly stays, and verify account health.
    6
    GPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to search hotel availability, validate rates, create and retrieve bookings, simulate or execute cancellations, and browse destinations and hotel content through the Hotelbeds Booking and Content APIs. Includes a surface-and-reconfirm booking flow that re-validates live prices with a tolerance before confirming.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    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.
    7
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    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.
    10
    50
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    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.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    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.
    338 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI clients to search discounted private-jet empty-leg flights, retrieve flight details, obtain booking links, estimate charter prices, and submit charter enquiries.
    49 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    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.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    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.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    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.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search, compare, and book hotels with real-time pricing and availability, supporting multiple location types, star ratings, and price filters.
    12
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    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.
    MIT