Skip to main content
Glama
120,946 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,357 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Using Cline as a Knowledge Graph for Coding" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    B
    quality
    D
    maintenance
    Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.
    3
    6
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing read-only tools like get_astrolabe, get_horoscope_decades, etc., designed for Railway deployment and OpenAI ChatGPT developer mode.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to query a 282,731-node knowledge graph of art market transactions and provenance records, returning cited answers with <1% hallucination and explicit coverage gaps.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides a hosted, read-only MCP endpoint that answers questions about Spain's contributions to science, exploration, and culture using a knowledge graph where every claim is backed by cited sources and confidence scores. Enables agents to search, retrieve entities, explore related topics, and inspect the source registry for verification.
    CC BY-4.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides access to a cited knowledge graph on football's Laws of the Game and major competitions, with tools for search, question answering, and entity exploration, returning claims with sources and confidence.
    CC BY-4.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for searching and accessing historical Austrian newspapers from ANNO, providing full-text search, snippet extraction, and OCR text download.
    3
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    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.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for Metacritic that enables searching films, shows, and games, retrieving Metascores and audience scores, and accessing critic reviews with publication details and links, all without requiring an API key.
    4
    126 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides access to the Library of Babel, allowing users to retrieve exact page contents by address, search for text to find its location, and generate random pages.
    4
    13 npm
    ISC
  • A
    license
    A
    quality
    D
    maintenance
    Searches Danbooru for anime/game characters and their associated tags, providing tools to retrieve character profiles, co-occurring tags, wiki descriptions, and tag implications.
    5
    12
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    This MCP server provides tools to search for songs, artists, and random records from the Bide & Musique catalogue. It offers read-only access to tens of thousands of French songs with no authentication needed.
    5
    93 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI agents ex-Yugoslav cultural context, resolving cultural references with accurate quotes, attributions, and slang meanings from a citable database.
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching the Hungarian Electronic Library (MEK) for books, authors, subjects, and full-text via MCP tools and REST API, with accent-insensitive fallback and controlled vocabulary browsing.
    5
    -
  • A
    license
    A
    quality
    C
    maintenance
    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.
    3
    1
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Hosted Streamable HTTP MCP server for Vedic astrology: panchang, kundali (birth chart), matchmaking, dashas, doshas, muhurta and 16 tools computed by a precision astronomy engine.
    17
    53 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for the Internet Archive that enables searching the full text of digitized books, browsing the catalogue, and reading Wayback Machine captures. No API key or configuration required.
    6
    259 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Deterministic Swiss Ephemeris (pyswisseph < 1.5 ms, Zero-Auth, Rule 14 Zero-Knowledge Privacy) MCP Server computing natal charts, Placidus houses, Draconic nodes, 7 Eternal Wisdoms (Western Astrology, Mayan Tzolkin, Vedic Jyotish 27 Nakshatras, BaZi & Wu Xing, I-Ching 64 Hexagrams, Human Design, Tarot & Kabbalah), 3D Soul Synastry, and Family Constellations (CA/ES/EN).
    15
    4
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for the Library of Congress that enables searching scanned American newspaper pages, searching catalogue items by media type, reading individual records, and listing digital collections, all without requiring an API key or account.
    4
    222 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables users to compute a full Chinese Bazi (Four Pillars of Destiny) chart from a birth date, time, and place, with True Solar Time correction and historical daylight saving adjustments, running fully offline via MCP.
    2
    50 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server and CLI for full-text search of the Deutsches Zeitungsportal (German newspaper collection), enabling querying ~33.8 million digitized pages with Solr syntax, date/title/place filters, and snippet highlights.
    3
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fireplace styles, retrieving HTML/embed codes, and getting recommendations based on mood or tags.
    7
    Creative Commons Zero v1.0 Universal
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for searching and retrieving full-text pages from the Library of Congress, including newspapers, books, and manuscripts, via the loc.gov API.
    3
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for querying the Bibliothèque nationale de France catalogue. Enables searching authors and works, retrieving author details, listing editions, and finding digitised documents via SPARQL, without an API key.
    7
    232 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    127 npm
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A MCP Server that lets user ask AI models to discover the collection of the Metropolitan Museum of Art. Adds the discovered art works as Resources on the server.
    4
    175 npm
    35
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an assistant to answer questions solely from a curated corpus of public-domain women-authored texts, with citations and explicit no-coverage status when the corpus lacks material.
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for searching museum collections and viewing artwork images and metadata from multiple museums, including the Met, Art Institute of Chicago, Rijksmuseum, and more.
    4
    12 npm
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides Chinese metaphysical tools (bazi, qimen, five elements) as MCP tools for AI agents to give personalized advice on timing, compatibility, and daily energy.
    5
    92 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for Anime News Network, enabling search of anime and manga encyclopedia entries, retrieval of details like cast, staff, and episodes, and access to news feeds. No API key or configuration required.
    4
    127 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to look up tarot card meanings, search cards by keyword, draw random cards, and get yes/no answers for all 78 Rider-Waite-Smith cards with upright and reversed interpretations.
    5
    99 npm
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables browsing situation groups and reading full-text chapters from a curated library of 403 deep reads, with the model matching situations to entries instead of using keyword search.
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for computing BaZi (Four Pillars) charts. Supports Gregorian, lunar, or direct Four Pillars input, with optional true solar time correction, and outputs strength, pattern, and useful god.
    1
    174 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Self-hosted read-only MCP server over a local library of ancient-text corpora — 2.47M documents and 118M passages from 258 sources (cuneiform, Classical, biblical, medieval and more), with the license class tracked on every passage. 14 research tools: full-text search, concordance, passage display, dictionary definitions, etymologies, cognates, parallel passages, text alignment, place lookup etc
    14
    7
    MIT