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"Understanding File Structures" matching MCP servers:

  • Thailand NSO MCP Server

    aard-ai
    A
    license
    A
    quality
    B
    maintenance
    Enables natural language discovery, querying, and analysis of Thailand's official statistics from the National Statistical Office via SDMX REST API. It provides tools for searching dataflows, exploring structures, and fetching data with caching and bilingual support.
    Last updated
    8
    MIT

  • india-business-mcp-server

    denispaul2406
    A
    license
    A
    quality
    C
    maintenance
    Enables LLMs to query real-time Indian bank branch details, postal PIN codes, validate GSTIN/PAN structures, check e-commerce serviceability, and compute GST breakdowns using free public APIs and offline verification logic.
    Last updated
    6
    59
    MIT

  • mcp-materials

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides computed (DFT) materials structures and thermodynamic properties through the Pipeworx MCP gateway, enabling AI agents to query materials data via natural language or tool calls.
    Last updated
    25
    MIT

  • building-register-mcp

    dongwook-chan
    A
    license
    -
    quality
    D
    maintenance
    Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.
    Last updated
    14
    1
    MIT

  • Toronto MCP Server

    Toronto-inc
    F
    license
    -
    quality
    D
    maintenance
    An MCP server that provides tools for intelligently querying, analyzing, and retrieving datasets from Toronto's CKAN-powered open data portal. It enables AI assistants to perform natural language searches, inspect data structures, and track dataset update frequencies across the city's open data catalog.
    Last updated
    11

  • mcp-zenodo

    MSKazemi
    F
    license
    -
    quality
    C
    maintenance
    A comprehensive MCP server for interacting with Zenodo records, enabling search, retrieval, citation generation, and file downloads.
    Last updated
    6

  • netcdf-mcp

    dogukanteber
    F
    license
    -
    quality
    D
    maintenance
    Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.
    Last updated

  • acatome-quest-mcp

    retospect
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that resolves paper requests (DOI, arXiv, etc.), checks a local store, fetches open-access PDFs, and returns request IDs. It integrates with acatome-extract for ingestion and provides tools for submission, status, update, and file upload.
    Last updated
    4
    GPL 3.0

  • filed-mcp-server

    mgrantley
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI agents access to US business entity data, enabling searches across 9 state registries, SEC EDGAR filings, federal contracts, and lobbying disclosures.
    Last updated
    6
    1

  • Climate MCP Server

    bharathvardhan
    A
    license
    A
    quality
    D
    maintenance
    Exposes 26 structured analytical tools over Climate Finance Update datasets, enabling fund-level financial analysis, portfolio aggregations, and data quality diagnostics without requiring the client to write data access code.
    Last updated
    26
    Apache 2.0
  • 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

  • mcp-jsdelivr

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides JSDelivr CDN statistics and package information for npm packages and GitHub repositories, enabling queries on request counts, bandwidth, file listings, and version resolution.
    Last updated
    7
    MIT

  • OSF MCP Server

    SourceShift
    A
    license
    -
    quality
    D
    maintenance
    An MCP server for interacting with the Open Science Framework (OSF), enabling search for projects, registrations, preprints, and file management.
    Last updated
    1
    MIT

  • Windows-MCP

    StepByStep-1
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to interact with Windows operating systems through native UI automation, file navigation, application control, and system commands. Provides seamless integration between LLMs and Windows environments for tasks like clicking, typing, launching apps, and capturing desktop state.
    Last updated
    MIT

  • mcp-iso

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables looking up ISO standards (e.g., 27001, 9001) with live status, pricing, compliance catalogue, and ISO Open Data file pointers.
    Last updated
    156
    MIT