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20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,357 matching servers on stars, growth, downloads and maintenance. Updated .

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    MCP server for Muovi, Argentina's local services marketplace. Enables discovery of verified service professionals, browsing services and cities, reading reviews, and generating deep-links for task creation.
    6
    105 npm
    1
    MIT
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    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.
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    MIT
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    Persistent, shareable travel workspaces for AI agents. Build a complete itinerary as a private map link and hand it to the person — usable on their behalf where signup-walled travel tools are not. Six tools, no API key, no account. The trip rides in the link's fragment, so nothing is stored server-side. Hosted at https://thistripbtw.us/mcp — zero install — or npx thistripbtw-mcp over stdio.
    6
    71 npm
    MIT
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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
    172 PyPI
    45
    MIT
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    Enables on-demand weather queries for up to three named locations via Open-Meteo, supporting current conditions, forecasts, rain probability, and conversational location management in English or Japanese.
    6
    MIT
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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
    16 npm
    MIT
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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.
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    Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
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    34 npm
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    MIT
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    Enables searching Germany's national geodata catalogue through CSW 2.0.2 keyword queries and retrieving individual Dublin Core metadata records, including themes, rights information, bounding boxes, and resource links. It is a read-only, lightweight stdio connector that never downloads or opens the linked data itself.
    2
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    MIT
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    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
    398 npm
    6
    MIT
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    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
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    Enables restaurant discovery and availability checking on Tock via Claude, allowing users to list cities, search restaurants, and get venue details and bookable experiences.
    8
    615 npm
    MIT
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    Exposes Brazilian public data — postal codes (CEP), company registrations (CNPJ), CPF/CNPJ validation, banks, national holidays, municipalities, and DDD area codes — as MCP tools and resources, backed by BrasilAPI, ViaCEP, and IBGE with caching, fallback, and rate limiting. Any MCP client such as Claude Desktop or Claude Code can query and validate this reference and registration data through natural language or programmatic calls.
    1
    MIT
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    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
    4 npm
    MIT
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    On-demand live vision MCP for AI agents — open a session at a lat/lng, receive a JPEG snapshot or WebRTC stream, settled per-second in USDC on Base. Four tools (get_session, get_frame, get_stream_url, cancel_session); currently Base Sepolia testnet.
    4
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    MIT
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    Enables AI assistants to query municipal transit and pharmacy information through MCP tools, including estimated bus arrival times and on-duty pharmacies sorted by distance. Results include structured source, cache, and error metadata so assistants can respond gracefully when upstream data is unavailable.
    2
    MIT
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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
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    Enables Claude to generate mountain bike loops or point-to-point routes from a place name or coordinates, computed on real OpenStreetMap trails by a routing engine and saved as GPX files with elevation, along with a summary and warnings about traffic, steep grades, protected areas and forbidden access. It also lists previously saved routes.
    2
    MIT
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    Enables read-only discovery and retrieval of Biletix.com event information, including trending and featured listings, keyword and city search, detailed event data with venue/price/availability, categories, and upcoming events by venue.
    6
    MIT
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    The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.
    10
    378 npm
    3
    MIT
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    Provides access to geographical and tourism information about Colombia, including regions, departments, cities, and tourist attractions through the API Colombia service.
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    17 npm
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    MIT
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    MCP server for searching treks (hiking, mountain biking, horse riding, snowshoeing, etc.) on a GeoTrek instance via its public API, with geocoding via Nominatim. Exposes tools to search treks by duration, elevation, regulation labels, activity type, and proximity to a place or coordinates.
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    Enables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.
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    Apache 2.0
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    Zero-config MCP access to Singapore's live NEA air quality and rainfall data, including pollution levels, weather warnings, health advice, and local forecasting based on inferred or provided locations.
    5
    1
    MIT
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    Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.
    12
    4
    Mulan Permissive Software , Version 2
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    Provides access to German Weather Service (DWD) data via the Bright Sky API, including current conditions, forecasts, and official weather alerts. Users can retrieve weather information and locate stations using either city names or geographic coordinates.
    4
    MIT