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"Searching for technologies and tools related to embeddings and vector databases" matching MCP servers:

  • Aseprite MCP Tools

    ext-sakamoro
    A
    license
    A
    quality
    D
    maintenance
    A Python MCP server enabling programmatic interaction with Aseprite for pixel art creation and manipulation with features like drawing operations, palette management, and batch processing.
    19
    23
    MIT

  • MCP for IIIF Images

    mikeapp
    A
    license
    B
    quality
    C
    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

  • iztro OpenAI MCP for Railway

    snapyharry-potter
    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.

  • Lunar Calendar MCP Server

    BACH-AI-Tools
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides Chinese traditional calendar functions including BaZi calculation, solar-lunar calendar conversion, Huangli almanac queries, daily fortune readings, 24 solar terms, and Wu Xing (Five Elements) analysis.
    MIT

  • glowfic-rag

    keenanpepper
    F
    license
    Not graded
    quality
    C
    maintenance
    Provides semantic search capabilities over glowfic.com content using a pre-built vector database and GTE-Large embeddings. It allows users to query specific continuities and authors through MCP-compatible tools in applications like Claude Code and Cursor.

  • ANNO MCP Server

    nestordemeure
    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

  • MEK-MCP

    hvj78
    F
    license
    A
    quality
    C
    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

  • gallica-mcp

    nestordemeure
    A
    license
    A
    quality
    B
    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

  • Riksarkivet MCP Server

    AI-Riksarkivet
    A
    license
    A
    quality
    A
    maintenance
    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.
    2
    18
    Apache 2.0

  • art-mcp

    puf3zin
    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
    22
    MIT

  • asktian MCP Server

    douglasgan
    A
    license
    A
    quality
    A
    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
    75
    1
    MIT

  • mcp-libraryofcongress

    smeet666
    A
    license
    A
    quality
    A
    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.
    2
    4
    647
    MIT

  • unsplash-mcp

    cevatkerim
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for searching and retrieving photos from Unsplash with proper attribution, designed for LLMs building content pages.
    3
    16
    MIT

  • Woopicx MCP Server

    Davoooda
    A
    license
    A
    quality
    C
    maintenance
    Enables searching free graphics on Woopicx (3D icons, mockups, stock photos, illustrations, certificates, tattoo designs) through natural language.
    1
    MIT

  • cosmos-mcp

    vihaanshahh
    A
    license
    A
    quality
    C
    maintenance
    MCP server for searching cosmos.so, returning direct CDN image URLs without page scraping.
    3
    157
    MIT