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20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

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    An implementation of a classification-based persistent memory system that enables Claude to store and retrieve classified memory information across chat sessions
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    Apache 2.0
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    Enables searching TV series and exploring subtitle coverage and episode records from tvsubtitles.net, including release details, uploader, and download page links, with no API key required.
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    458 npm
    MIT
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    Tells you when your favourite football teams play and where to watch in Denmark, using data from TheSportsDB.com and built-in Danish broadcast hints.
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    MIT
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    MCP server for searching, discovering, and exploring Chinese long-form video content from WeTV and Tencent Video, enabling AI assistants to recommend dramas, variety shows, anime, and movies with play links, ratings, and episode info.
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    MIT
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    Enables secure local management of Yoto cards, devices, and audio uploads through the official Yoto API, using OAuth PKCE authentication with read-only tools enabled by default and opt-in writes.
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    Enables Claude to respond in Darth Vader's voice whenever Star Wars is mentioned, with tools for detecting Star Wars references, restyling messages in Vader's register, and quoting iconic lines.
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    MIT
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    Search concert setlists, artists, venues, tours, and cities from setlist.fm via natural language. Provides 16 read-only tools for exploring live music data.
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    333 npm
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    MIT
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    A text-adventure interpreter as an MCP server. It enables the AI to act as the player, exploring, solving puzzles, fighting trolls, and collecting treasure through tool calls.
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    Enables a scheduled agent to assemble a Spotify discovery playlist for each genre lane, with the server handling release feeds, Spotify verification of web-researched finds, deduplication, pick-limit enforcement, carry-over pools and state persistence so the model only judges which tracks to pick. It also tracks learned labels across runs and emits per-lane reports for delivery.
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    17 npm
    MIT
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    Enables MCP clients to query NetEase Cloud Music data such as songs, artists, albums, playlists, lyrics, and a logged-in user's library in compact, paginated, structured form, along with guarded playlist and like write operations.
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    MIT
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    Enables AI assistants to fetch YouTube video transcripts and metadata without sign-in, and access signed-in users' own YouTube account data such as subscriptions, playlists, uploads, and caption tracks via OAuth 2.0.
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    35 npm
    ISC
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    Enables AI agents to work in a signed-in Riverside account by creating studios, scheduling and updating recording sessions, inviting guests, and listing sessions through natural language without a Riverside API key.
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    Elastic 2.0
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    Smart Search MCP is an intelligent search toolkit focused on the technology field, providing 14 enhanced search tools covering mainstream international and domestic technology platforms. It has functions such as intelligent URL generation, input verification, and advanced search techniques, making i
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    Apache 2.0
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    Mercury Spec Ops MCP Server is a dynamic prompt generation and template assembly tool based on a modular architecture. It is suitable for the interaction between AI assistants and professional content, and supports the dynamic generation of 31 technology stacks, 10 analysis dimensions and 34 templat
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    Apache 2.0
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    drand-mcp-server is a service that provides verifiable random numbers for model-driven processes in AI applications, supporting the acquisition of random numbers by time or round.
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    Apache 2.0
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    A model Context Protocol (MCP) server that provides comprehensive OECD statistics through the SDMX API, supporting AI assistants and chatbots to query OECD datasets in areas such as economy, health, education, and environment.
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    Apache 2.0
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    Enables stdio MCP clients such as DeepSeek Harness to read rankings, video details, AI subtitles, keyframe screenshots, comments, searches, favorites, notifications, messages, and feeds from the video platform, and to perform write actions like liking, coining, commenting, posting dynamics, following, and direct messaging. All write tools run as dry-run by default and only execute when explicitly confirmed.
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    244 npm
    MIT
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    Provides tools to search and retrieve news across various categories including business, technology, science, and sports via the Google News API. It supports keyword searches, autocomplete suggestions, and region-specific news across multiple languages.
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    MIT
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    An MCP protocol server that supports multi-AI personality summoning and collaboration, which can be used for intelligent collaboration in multiple scenarios such as code analysis and product design.
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    Apache 2.0