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20 Best Vector Database MCP Servers: compared and ranked, November 2026Ranked from 1,822 matching servers on stars, growth, downloads and maintenance. Updated .

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    MCP server for The Movie Database (TMDB): search and look up movies, TV shows and people, and read IMDb/Rotten Tomatoes/Metacritic ratings (via OMDb) in the same call.
    2
    33
    207 npm
    4
    MIT
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    A personal MCP server that analyzes your Spotify streaming history locally, enabling queries, artist insights, and recommendations using a local SQLite database.
    7
    MIT
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    Enables AI assistants to query the MusicBrainz music database for artists, albums, recordings, and labels. It provides tools for advanced searches, detailed metadata retrieval, and accessing cover art information.
    17
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    GPL 3.0
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    Provides access to The Movie Database (TMDB) API, enabling users to search for movies, TV shows, and people, get detailed information, discover content with advanced filters, and retrieve recommendations.
    13
    66 npm
    5
    MIT
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    Provide access to Iconify's MCP server with over 200,000 open-source vector ICONS, supporting icon set browsing, searching, and obtaining multi-framework usage examples.
    4
    2
    Apache 2.0
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    A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
    23
    10 npm
    4
    MIT
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    A Model Context Protocol (MCP) server that allows LLMs to search for movies and TV shows using the The Movie Database (TMDB) API.
    7
    11 npm
    1
    MIT
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    A comprehensive MCP server for rekordbox database management with real-time database access, enabling track search, playlist operations, library analytics, and DJ history retrieval.
    31
    MIT
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    An MCP server that wraps The Movie Database (TMDB) API, enabling search for movies and TV shows, retrieval of movie details, recommendations, similar movies, trending content, streaming providers, and movie discovery.
    8
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    Provides access to the Internet Game Database (IGDB) API, enabling users to search for video games, retrieve detailed game information including ratings and platforms, and discover trending and anticipated titles.
    6
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    MIT
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    Enables AI assistants like Claude to interact with The Movie Database (TMDB) API, providing capabilities for searching movies, retrieving movie details, and generating customized movie reviews and recommendations.
    4
    207 npm
    4
    MIT
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    Gives Claude full access to Discogs for database lookups, collection and wantlist management (with dry-run write safety), and marketplace pricing. It also syncs everything into a local SQLite cache for read-only SQL analysis and optional matching against a digital music library.
    35
    MIT
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    A local, read-only MCP server for discovering movies and TV series from The Movie Database (TMDB). It provides tools for search, details, trending, discovery, and related content.
    29
    207 npm
    MIT
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    Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.
    32
    6 npm
    MIT
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    An MCP server for intelligent logo extraction and processing, supporting automatic recognition and extraction of logo icons from website URLs, and providing image processing and vector conversion functions.
    2
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    Apache 2.0
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    Enables AI agents to search, fetch, and paginate a Disney character database, returning each character's film, short-film, TV-show, video-game and theme-park appearances along with allies, enemies and image URLs.
    473 npm
    MIT
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    Enables LLMs to query movie details, search, creator info, user ratings, and reviews from the Czech-Slovak Film Database (CSFD.CZ) via the Model Context Protocol.
    1,181 npm
    66
    MIT
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    Enables searching the Discogs database and managing a user's collection, wantlist, lists, marketplace, and inventory through the Discogs API with a personal access token, including safe confirmed writes.
    71 npm
    MIT
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    Enables searching and retrieving detailed information about movies, TV shows, and people from The Movie Database (TMDB), including streaming availability, via the Model Context Protocol.
    410 npm
    2
    Apache 2.0
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    MCP Database Server is a service that provides secure database access for AI assistants and LLM-based tools, supporting SQLite, PostgreSQL, MySQL and MariaDB, and featuring query verification, audit logs and security control functions.
    2
    Apache 2.0
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    A lightweight, database-free, configuration-free HTTP proxy server with built-in data sources, suitable for rapid development and testing.
    1
    Apache 2.0
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    Provides integration with The Movie Database (TMDB) API for searching movies, TV shows, and people, accessing detailed information, and discovering popular and trending content. Enables AI assistants to access comprehensive movie and television metadata including ratings, cast, crew, and overviews.
    66 npm
    1
    MIT