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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables interaction with Google Maps through a dedicated browser session, supporting searches, directions, map views, and Street View without requiring the Google Maps Platform API.
    24
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    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%
    18 PyPI
    4
    AGPL 3.0
  • A
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    Not graded
    quality
    D
    maintenance
    Enables users to check weather conditions using Open-Meteo's free API with GitHub OAuth authentication and personalized location management. Users can save custom location labels (like 'home' or 'office') and query weather using these convenient shortcuts.
    11 npm
    11
    MIT
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    quality
    D
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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
    license
    A
    quality
    B
    maintenance
    Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it takes to get there, and what the conditions are when it arrives.
    13
    MIT
  • A
    license
    A
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    A
    maintenance
    An MCP server that connects your PinMeTo locations to AI assistants, enabling natural language queries for insights from Google, Facebook, and Apple Maps.
    12
    15
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to look up live weather data, including current conditions and up to 16-day forecasts, by converting place names to coordinates and fetching data from the Open-Meteo API without requiring an API key.
    3
    68 npm
    MIT
  • A
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    A
    quality
    C
    maintenance
    Drive Esri's ArcGIS Pro from an AI agent — the ArcGIS Pro counterpart to QGIS MCP. A headless ArcPy CLI plus an in-process .NET 8 add-in that exposes the live Pro session as MCP tools (ping, zoom_to, query, run_gp, export_layout) so an agent drives the running project while you watch.
    6
    67
    PolyForm Noncommercial 1.0.0
  • A
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    A
    quality
    D
    maintenance
    An MCP server that gives AI assistants direct access to the FEMA National Flood Hazard Layer (NFHL) for flood zone lookups, FIRM panel information, and flood map data in the United States.
    6
    10 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides read-only access to structured Japanese railway data, enabling station searches without an API key and live Shinkansen timetable, fare, seat class, and stop queries with an Ekispert API key.
    7
    MIT
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    A
    quality
    B
    maintenance
    An MCP server that provides access to Foursquare Swarm check-in data, enabling AI assistants to query check-in history, stats, top venues, and venue details.
    11
    138 PyPI
    4
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.
    10
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    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
  • A
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    A
    quality
    C
    maintenance
    Provides access to the U.S. Census Bureau Geocoding Services API, enabling geocoding addresses, reverse geocoding coordinates, and retrieving Census geographies without an API key.
    12
    MIT
  • A
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    A
    quality
    D
    maintenance
    An MCP server that enables querying detailed address information from Brazilian postal codes (CEPs) via the ViaCEP API, returning data such as street names, neighborhoods, cities, states, regions, and IBGE codes.
    1
    2
    MIT