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"Connecting to a vector knowledge base" matching MCP servers:

  • Google Knowledge Graph MCP

    houtini-ai
    A
    license
    A
    quality
    B
    maintenance
    Enables searching Google's Knowledge Graph for real-world entities via two tools: search by query or lookup by Machine ID, returning structured data including entity types, descriptions, and URLs.
    2
    228
    10
    MIT

  • Base dos Dados MCP

    JoaoCarabetta
    A
    license
    -
    quality
    D
    maintenance
    This MCP server provides AI-optimized access to Brazil's largest open data platform, Base dos Dados, enabling dataset search and direct BigQuery SQL execution for Brazilian public datasets.
    1
    MIT

  • A-Stock MCP Server

    jiangyj545
    A
    license
    -
    quality
    C
    maintenance
    Provides free Chinese A-share stock data including real-time quotes, historical K-lines, market scanning, and multi-factor stock screening via BaoStock and Sina Finance APIs.
    MIT

  • jaxa-earth-mcp

    a-hikata
    A
    license
    A
    quality
    C
    maintenance
    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT

  • osm-mcp

    a-tsitanov
    F
    license
    B
    quality
    B
    maintenance
    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7

  • parlament-mcp

    malkreide
    A
    license
    A
    quality
    A
    maintenance
    An MCP server connecting AI models to the Swiss Federal Parliament via the Curia Vista OData API, enabling queries of motions, votes, members, sessions, and debate transcripts without authentication.
    7
    MIT

  • BNCC MCP

    dfdb76
    F
    license
    A
    quality
    B
    maintenance
    MCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.
    5
    14

  • homosaurus-mcp

    msuicaut
    A
    license
    -
    quality
    D
    maintenance
    An experimental MCP server connecting Claude to the Homosaurus V4 LGBTQ+ linked data vocabulary, enabling search and retrieval of authority data for AI-assisted subject analysis and cataloging.
    1
    GPL 3.0

  • Korean Bill & Debate MCP

    epoko77-ai
    A
    license
    -
    quality
    A
    maintenance
    Enables exploration of Korean National Assembly data by connecting bills, committee reviews, and official records. Allows users to ask natural language questions and receive structured answers with citations to original documents.
    23
    Apache 2.0

  • MCP Server for Danmarks

    Darkstar326
    A
    license
    -
    quality
    C
    maintenance
    Enables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.
    MIT