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"Understanding Unstructured Data or Concepts" matching MCP servers:

  • EOSC Data Commons Search by EOSC-Data-Commons

    EOSC Data Commons Searchofficial

    EOSC-Data-Commons
    A
    license
    -
    quality
    A
    maintenance
    Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.
    Last updated
    14
    MIT

  • QuantClaw Data

    yoniassia
    F
    license
    -
    quality
    -
    maintenance
    Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.
    Last updated

  • data-filter-mcp

    alxark
    A
    license
    A
    quality
    A
    maintenance
    Local MCP server that registers restricted Python filters and runs them against local JSON, YAML, and TXT files, enabling safe data filtering and file conversion.
    Last updated
    3
    6
    MIT

  • data-aggregator-mcp

    musharna
    A
    license
    A
    quality
    A
    maintenance
    Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/Dataverse/OSF), NCBI omics archives (GEO/SRA/BioProject), and the literature (PubMed/OpenAIRE) through one normalized model — deduplicating by DOI, expanding organism queries with NCBI Taxonomy synonyms, and bridging papers to the datasets they produced. Resolves citations and open-access full text, and downloads files.
    Last updated
    6
    2
    MIT

  • meta-data-mcp

    derekslinz
    A
    license
    A
    quality
    A
    maintenance
    A single MCP server that transparently routes user requests to 83 open-data sources with built-in discovery and autonomous plugin creation.
    Last updated
    13
    4
    MIT

  • data-profiler-mcp

    haiiibin
    A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to profile and analyze tabular data files (CSV, Parquet, Excel, JSON) by extracting schema, statistics, data quality issues, and dtype suggestions, returning structured JSON.
    Last updated
    4
    6
    1
    MIT

  • market-data-mcp

    cstamigo-droid
    A
    license
    A
    quality
    B
    maintenance
    Provides real-time market data tools (quotes, news, earnings calendar, watchlist scanner, and composite analysis) for AI agents via Finnhub, with optional Alpaca broker integration and graceful degradation.
    Last updated
    6
    MIT

  • ontario-data-mcp

    sprine
    A
    license
    A
    quality
    F
    maintenance
    An MCP server for discovering, downloading, querying, and analyzing datasets from Ontario's open data portals, allowing natural language questions and high-performance analytics via DuckDB.
    Last updated
    23
    1
    MIT

  • mcp-polish-data

    emilpinski
    A
    license
    A
    quality
    C
    maintenance
    MCP server providing AI assistants access to Polish public registries (KRS, CEIDG) and statistical data (GUS BDL) for querying companies, sole proprietorships, and regional statistics.
    Last updated
    7
    MIT

  • IMF Data MCP Server

    c-cf
    A
    license
    A
    quality
    D
    maintenance
    The server integrates with the free IMF data API and provides various features to facilitate data retrieval and analysis. The server is built using the FastMCP framework and offers the following functionalities:
    Last updated
    10
    12
    Apache 2.0
  • 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.
    Last updated
    8
    5
    MIT

  • korean-data-mcp

    leadbrain
    A
    license
    A
    quality
    C
    maintenance
    Real-time Korean web data for AI assistants — Naver Place reviews, Melon charts, Daangn/Bunjang marketplace, Naver News, Musinsa fashion rankings. 7 tools powered by Apify actors.
    Last updated
    7
    1
    MIT

  • NFL Data MCP

    malav-majmudar
    A
    license
    A
    quality
    B
    maintenance
    A factual NFL data server that provides player search, profiles, statistics, schedules, rosters, and more via MCP tools, with automatic on-demand retrieval and transparent caching from nflverse.
    Last updated
    18
    Apache 2.0

  • local-apple-data

    BillyBunn
    A
    license
    A
    quality
    C
    maintenance
    MCP server for privacy-gated local Apple data access including Mail, Messages, Notes, Calendar, Contacts, Photos, Reminders, Voice Memos, and iCloud Drive.
    Last updated
    30
    1
    MIT