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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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    Every other colour API tells you what goes together. Colour Memory tells you what it means, where the evidence ends, and what it must not claim. 47,515 hand-researched records, graded A–E, every result cited. 91 specialist tools built for agents that need precision, not guesses. Direct MCP: https://api.colourmemory.com/mcp — no signup, no key for the free tools (10 calls).
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    MIT
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    A read-only reference server for 303 curated generative art algorithms implemented in Python (py5), spanning physics, fractals, cellular automata, shaders, and more. Agents can search by keyword, visual mood (ethereal, chaotic, crystalline…), or multi-layer artistic intent to discover algorithms, read structured summaries, and fetch bounded source snippets.
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    MIT
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    Enables searching and accessing OCR text from millions of digitized documents in Gallica, the digital library of the Bibliothèque nationale de France, through MCP tools for text search, snippet retrieval, and full-text download.
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    Apache 2.0
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    Enables full-text search of the Media History Digital Library's digitized entertainment trade press (e.g., Variety, Billboard), returning leaf-level results with keyword-in-context excerpts, no API key required.
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    Apache 2.0
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    Enables users to search and access digital collections from the Swedish National Archives (Riksarkivet) through multiple APIs. Supports searching records by keywords, exploring collections, and downloading historical images and documents.
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    Apache 2.0
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    Provides access to the impresso corpus of digitized historical newspapers, enabling article search with keyword-in-context snippets, filtering, facets, and source metadata retrieval.
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    Apache 2.0
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    Federated, license-verified search across open-access museum collections — currently The Met, Cleveland, AIC, Wikimedia Commons, and Europeana, with more being added. Strict-default-deny rights gate accepts only CC0 / Public Domain Mark, returning reuse-safe artwork with citations in three styles.
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    95 npm
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    MIT
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    An AI composition partner that remote-controls Steinberg Dorico through the Model Context Protocol, enabling composers to create, edit, play back, and refine musical scores using natural language.
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    AGPL 3.0
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    Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.
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    MIT
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    Enables AI clients to search, read, and accurately quote public-domain books from Project Gutenberg, with chapter detection and stable line numbers for citation. Its quote_check tool verifies whether a quotation actually appears in a book and reports how faithful the copy is.
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    161 npm
    MIT
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    Enables casting I Ching hexagrams with the traditional three-coin method and retrieving James Legge's public-domain translation of judgments, images, and line texts, returning auditable cast records with changing and transformed hexagrams while leaving interpretation to the host model. It also exposes hexagram and trigram resources plus reflection prompts for use in study, creative thinking, and decision exploration.
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    MIT
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    Enables clients to search an indexed corpus of the epic's 24,214 verses and fetch single verses, whole sargas, or multi-language translations in Sanskrit, English, Hindi, and Telugu. It also returns a deterministic verse of the day keyed to any given calendar date, served over stdio or stateless HTTP.
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    MIT
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    MCP server to fetch xkcd comics (latest, random, by number, search) and display them with rich in-chat previews via the official JSON API and explainxkcd semantic search.
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    MIT
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    MCP server for exploring Album of the Year critic and user scores, reviews, releases, charts, critic lists, and music news.
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    MIT
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    Enables reading scripture from the GetBible API V2, including translations, books, chapters, and verses, with built-in cache integrity checks.
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    61 PyPI
    GPL 2.0
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    Enables searching and exploring over 90,000 artworks from the Minneapolis Institute of Art, including high-res images, gallery locations, artist bios, and curated highlights.
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    MIT
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    Enables AI agents to cast Liu Yao (I Ching) hexagrams locally by coin, manual line input, or Meihua-derived time and number methods, then receive deterministic results including original and changed hexagrams, Najia stems, six relatives, six spirits, ruling lines and hidden spirits. All computation runs in-process with no API key, database, or hosted LLM required.
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    MIT
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    Enables AI assistants to search and retrieve historical materials from five public archives in a unified format, including full-text search inside scanned books, rights statements, and provenance-tracked media downloads.
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    MIT
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    Enables local hybrid semantic and keyword search across Leo Tolstoy's 90-volume collected works, diaries, notebooks, letters, contemporary memoirs, and editorial notes. It also supports reading full documents or windows around matches and provides a prompt for Claude to respond in Tolstoy's voice with source citations.
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    MIT
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    Enables users to search for high-quality photos on Unsplash with support for advanced filtering by orientation and content safety. It provides formatted photo metadata and images in either base64-encoded format or as JSON with URLs via stdio transport.
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    43 npm
    MIT
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    Integrates I Ching divination with AI responses, allowing users to receive guidance through traditional Chinese philosophy using the bibliomantic approach described in Philip K. Dick's work.
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    MIT
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    Enables AI assistants to perform full-text search across a large Chinese Buddhist canon library and retrieve the complete Markdown text of individual texts in Simplified or Traditional Chinese. Content is delivered with source URLs and license pointers.
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    MIT
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    Enables AI assistants to search a catalog of origami and paper-craft models, explain the paper and difficulty each one needs, and guide users through illustrated folding steps or suggest projects by occasion, age, difficulty, or time budget. It also exposes craft categories and subject counts, and renders an interactive catalog and step viewer in hosts that support MCP Apps.
    MIT