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20 Best Documentation MCP Servers: compared and ranked, November 2026Ranked from 2,545 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
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    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP
    6
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables a local Grok Bot to talk to the unofficial MySubaru API over stdio, supporting vehicle status, locate, tire pressure, fuel, odometer, climate presets, and explicit lock/unlock/remote start actions without exposing secrets.
    1
    MIT
  • F
    license
    Not graded
    quality
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    maintenance
    Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP
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  • A
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    An MCP server that enables finding and qualifying local business leads through the Google Maps Places API, with tools for searching businesses, fetching details, and sweeping areas for coverage.
    3
    6 npm
    AGPL 3.0
  • A
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    A
    quality
    B
    maintenance
    Enables AI agents to search Iranian places and addresses, discover nearby or en-route places ranked by driving time, retrieve hours, photos, and reviews, reverse-geocode coordinates, and plan driving routes with live traffic through a read-only MCP interface.
    9
    MIT
  • A
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    A
    quality
    B
    maintenance
    Exposes Mireye Earth's geospatial data API as MCP tools (mireye_ask and mireye_fetch) for querying location-based information like elevation, flood zones, and wildfire risk for US places.
    2
    1
    MIT
  • A
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    A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
    5
    42 PyPI
    45
    MIT
  • A
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    A
    quality
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    MCP server for ANWB traffic information, route planning, and location search in the Netherlands. Provides real-time traffic incidents, route calculation with turn-by-turn directions, and location search via natural language.
    6
    9 npm
    MIT
  • F
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    A
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    maintenance
    A FastMCP server that exposes hospitality data — accommodations, events, and gastronomy — through a unified MCP interface, supporting multiple worlds for real or fictional data.
    5
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  • -
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    A
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    Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.
    4
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  • A
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    A
    quality
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    An unofficial MCP server that provides access to Indonesia's BMKG data, including real-time earthquake reports, village-level weather forecasts, and extreme weather alerts. It enables users to search for location codes and retrieve detailed meteorological and geophysical information through natural language.
    9
    MIT
  • A
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    A
    quality
    D
    maintenance
    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
    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
    103 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Official IPGeolocation.io MCP server for accurate IP geolocation, company information, ASN and network data, IP security (VPN, proxy, Tor, bot, hosting and spam detection), abuse contacts, time zones, astronomy, currency data and user-agent parsing. Its 17 tools support bulk lookups and cached-result pagination. Local stdio installation requires Node.js 22 or later. API plan restrictions apply.
    17
    188 npm
    6
    MIT
  • A
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    A
    quality
    C
    maintenance
    Provides access to Google Maps Platform APIs for places search, geocoding, turn-by-turn directions, route matrices, elevation, and time zones. Enables natural language queries for location-based information and routing.
    11
    12 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    It lets AI agents query read-only earthquake data for Iran from the USGS, EMSC and IRSC feeds, retrieving the latest events, searching by date, magnitude, bounding box or place, finding the strongest recent quakes, fetching a single event's full details, and viewing activity statistics. Results are filtered to Iran by default, with UTC and Tehran timestamps, depth in kilometres and magnitude types included.
    5
    75 PyPI
    MIT
  • A
    license
    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
    5 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables genealogical research against FamilySearch through read-only tools, resolving historical places as they existed at a given date, searching indexed records and collections, fetching the page images behind them, and reading the community-edited shared tree as leads rather than sources. It works anonymously for the gazetteer and catalogue, and uses your own registered application's access token for records, images, and tree access.
    28
    82 PyPI
    1
    MIT
  • A
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    quality
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    Enables AI assistants to query documentation, API references, code examples, and live ICGC style/layer configuration for building maps with mapicgc-gl-js. It also exposes changelog and README resources plus a map-creation prompt.
    6
    BSD 3-Clause
  • A
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    A
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    Enables AI agents to search and retrieve detailed information about US golf courses, including course details, tees, climate, and nearby points of interest.
    6
    152 npm
    4
    MIT