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20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,138 matching servers on stars, growth, downloads and maintenance. Updated .

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    Provides a scaffold for connecting AI assistants to Microsoft's trusted-partner business listings API, laying groundwork for managing business listing operations over the REST endpoints. It does not yet make live API calls.
    Apache 2.0
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    Enables web and local search capabilities using the Brave Search API, allowing users to perform general web searches and find local businesses with ratings, hours, and contact info.
    MIT
  • A
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    Enables querying Sentinel-1/2, Landsat Collection 2, NAIP, and Copernicus DEM imagery by area and date, returning item IDs, footprints, cloud cover, and cloud-optimized GeoTIFF URLs.
    409 npm
    MIT
  • F
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    Enables Claude to search for geo entities such as cities, airports, and hotels using Skyscanner's Tellus API. Supports entity lookup, search by type/location, fetching children, and nearby entities.
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    Enables AI agents to retrieve a full UK postcode report, perform fast geography lookups, compare up to five postcodes side by side, and search or fetch the underlying open dataset registry through the Model Context Protocol.
    1
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    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
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    Enables users to find books by keyword, ISBN, or author and check which branches hold copies of them and whether those copies are currently available for loan or when they are due back. Currently covers Shanghai's interlinked public library network of 900+ locations, with a design open to additional cities.
    3
    31 PyPI
    Apache 2.0
  • A
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    Enables intuitive property searches in San Francisco with an interactive split view of listing cards and a map, supporting local filtering, saving, and map navigation through view tools.
    MIT
  • F
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    Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, transit, walking, and cycling.
    -
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    Enables spatial analysis of large remote GeoParquet files directly from object storage without downloading or importing data, using DuckDB's predicate and projection pushdown to answer queries efficiently.
    8
    2
    MIT
  • A
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    Enables AI agents to answer civic questions about Virginia state, county, and municipal public data, including zoning, parcel, boundary, and Code of Virginia lookups, with provenance on every answer.
    5
    1
    Apache 2.0
  • A
    license
    A
    quality
    F
    maintenance
    Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.
    8
    1
    Apache 2.0
  • A
    license
    A
    quality
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    Enables to look up Japanese postal codes, convert zipcodes to addresses, search addresses by query, and list cities in a prefecture using the jpzip dataset.
    4
    9 npm
    MIT
  • A
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    Search 8,000+ corporate event venues across 40+ cities. Tools for venue search by capacity/category, pricing guides, expert advice articles, and inquiry handoff. Read-only, PII-redacted, UTM-attributed.
    7
    4 npm
    MIT
  • A
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    A
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    Enables AI assistants to browse and search lunch menus across LUT University's Skinnarila campus restaurants, including vegan and allergen-aware filtering, with clear reasons when menus are unavailable.
    4
    62 npm
    MIT
  • A
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    An MCP server that finds great espresso cafes using a curated database of specialty coffee shops and a transparent scoring algorithm, with a strong bias against flavored syrups and mass-market chains.
    6
    53 npm
    MIT
  • F
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    An MCP server that wraps the U.S. Army Corps of Engineers (USACE) Institute for Water Resources (IWR) River Mile Marker ArcGIS Feature Service, allowing LLMs to locate river mile markers on navigable U.S. rivers and answer 'what river mile am I at?' questions.
    3
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  • A
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    MCP server to look up long-term flood risk for England postcodes using official Environment Agency data, and validate UK postcodes.
    2
    42 npm
    1
    Apache 2.0
  • A
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    A
    quality
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    Enables AI assistants to answer real-time questions about Paris public transport through the Île-de-France Mobilités PRIM API: searching stops, checking next departures, planning journeys, and listing traffic disruptions. Results come back as short, LLM-readable text, with API errors surfaced as clear tool errors rather than crashes.
    4
    MIT
  • A
    license
    A
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    Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
    6
    28 npm
    20
    MIT
  • A
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    Enables AI agents to search dishes and restaurants across Tapsi Food in Iran, inspect live menus and reviews, compare delivery fees and minimum orders, and find flash deals using location-based queries. It is read-only with no authentication and returns compact JSON with prices in Toman.
    11
    70 PyPI
    MIT
  • A
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    A
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    MCP server for Japanese address and parcel lookup using ReverseGeoJP and ChibanJP APIs, enabling AI agents to convert coordinates to addresses and vice versa.
    4
    42 npm
    MIT
  • A
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    A local MCP server that converts timestamps between time zones using IANA time zone rules, exposing a single convert_time tool.
    1
    MIT