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20 Best YouTube MCP Servers: compared and ranked, October 2026Ranked from 792 matching servers on stars, growth, downloads and maintenance. Updated .

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    A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%
    19 PyPI
    4
    AGPL 3.0
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    license
    A
    quality
    A
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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
    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
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    A
    quality
    D
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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
    10 npm
    MIT
  • A
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    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
    36 npm
    MIT
  • A
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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
    34 npm
    1
    Apache 2.0
  • A
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    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
    39 npm
    20
    MIT
  • 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
    26 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A local MCP server that converts timestamps between time zones using IANA time zone rules, exposing a single convert_time tool.
    1
    MIT
  • A
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    A
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    Enables AI assistants to perform IP geolocation, proxy detection, and domain WHOIS lookups using IP2Location.io and IP2WHOIS data.
    5
    MIT
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    A
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    A simple MCP server that exposes a get_weather tool to fetch real-time weather for any GPS coordinates using the Open-Meteo API, no API key required.
    1
    12 npm
    ISC
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    An MCP server that provides location-based services using Amap APIs, enabling AI assistants to answer navigation queries by resolving addresses, converting coordinates, and comparing walking, driving, and transit routes.
    8
    MIT
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    A
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    maintenance
    Provides forward/reverse geocoding, bounding box extraction, nearby places discovery, batch geocoding, route waypoints, and administrative boundary lookup using OpenStreetMap data.
    10
    Apache 2.0