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"An open-source vector database for similarity search and AI applications" matching MCP servers:

  • source-coop-mcp

    yharby
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to discover and access 800TB+ of public geospatial data from Source Cooperative, with tools for listing organizations, products, files, and fuzzy search.
    6
    2
    MIT

  • Open Emirates Intelligence

    ahmedvnabil
    A
    license
    Not graded
    quality
    B
    maintenance
    A comprehensive MCP server that makes official UAE open data queryable through natural language, offering tools for source discovery, dataset search, spatial joins, and intelligence recipes.
    54
    MIT

  • Open Helplines

    Kouki-odaka
    F
    license
    Not graded
    quality
    B
    maintenance
    CC0 open-data registry of community support helplines worldwide. TypeScript MCP server providing verified contacts with citation, staleness, and country-context guardrails. 15+ countries indexed.

  • open-assembly-mcp

    kyusik-yang
    A
    license
    A
    quality
    D
    maintenance
    MCP server for the Korean National Assembly Open API, enabling querying of bills, members, votes, committees, and more via natural language.
    20
    Apache 2.0

  • icon-search-mcp

    willlaiwk
    F
    license
    A
    quality
    B
    maintenance
    MCP server that finds open-source, commercially-usable icons and returns direct SVG download links, searching over 300,000 icons with license filtering.
    1

  • open-museum-mcp

    cfpramod
    A
    license
    A
    quality
    A
    maintenance
    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.
    5
    156
    9
    MIT
  • Hong Kong Open Data MCP Server by mcp-open-data-hk

    Hong Kong Open Data MCP Serverofficial

    mcp-open-data-hk
    A
    license
    A
    quality
    C
    maintenance
    Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
    8
    6
    MIT

  • open-ALIO-mcp

    gitbosung
    A
    license
    A
    quality
    A
    maintenance
    MCP server for Korean public institution information, enabling AI clients to search, compare, and analyze disclosure data, public services, laws, and news.
    32
    1
    MIT

  • Open Food Facts MCP Server

    caleb-conner
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access the Open Food Facts database to query detailed food product information, nutritional data, and environmental scores. Supports product lookup by barcode, smart search with filtering, nutritional analysis, product comparison, and dietary recommendations to help users make informed food choices.
    5
    1
    MIT

  • Reuters Business and Financial

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.
    20
    MIT
  • fd-open-data-mcp by FindDataTechnology

    fd-open-data-mcpofficial

    FindDataTechnology
    A
    license
    Not graded
    quality
    B
    maintenance
    Provides a semantic concept layer over financial/economic data from multiple sources, enabling users to query data by concept and entity with automatic source selection and failover.
    MIT

  • Open Brewery DB MCP Server

    jimbuck
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides access to the Open Brewery DB API, allowing AI assistants to search for breweries and retrieve detailed information like location, type, and contact details. It enables interactive exploration of a global database containing over 40,000 breweries.
    26
    1
    MIT

  • dataset-search-mcp

    hyeonseo2
    A
    license
    Not graded
    quality
    D
    maintenance
    Unified MCP server for discovering open datasets across Hugging Face, Zenodo, and Kaggle, with ranked search results and one-click Colab starter code generation.
    1
    MIT

  • mcp-open-library

    pipeworx-io
    A
    license
    Not graded
    quality
    F
    maintenance
    Provides access to Internet Archive's Open Library metadata, enabling queries about books, authors, and subjects via natural language through the Pipeworx gateway.
    2
    MIT