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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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  • A
    license
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    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
    145 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
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    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
    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
    2,665 npm
    1
    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
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to access verified city food trails, ranked dish recommendations, GPS stops, and mobile navigation deep links across 17 global culinary capitals. Supports listing cities, retrieving curated 5-stop walking itineraries, finding top dishes, and generating iOS or web trail links.
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server that gives AI agents live Google Hotels data (search, rooms, rates, cancellation) via internal RPC — no API key or scraping required.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables ChatGPT web custom apps to search Feizhu travel data—flights, hotels, trains, POIs, and more—through the official FlyAI CLI via an MCP endpoint.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables a voice assistant to research live web sources, hourly forecasts, weather alerts, park closures and drive times to rank outing candidates for a household. Returns a per-family-member fit verdict, plus tools for remembering a family's profile, visits and reviews across sessions.
    MIT