"Understanding File Structures" matching MCP servers:

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.

Search and retrieve detailed information about Swiss companies from the official Zefix register, including company profiles, corporate structures, and SHAB publications.

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.

Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.

Enables querying the USGS National Map catalog for downloadable geospatial data such as elevation, topo maps, hydrography, land cover, structures, transportation, and boundaries via dataset, product search, and point-location tools.

Enables querying real-time DTCC swap transaction data and dissemination file indexes for CFTC, SEC, and Canadian regulators.

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.

Enables population estimates for any supplied polygon from WorldPop 100m gridded data, for years 2000 to 2020, including age and sex structures.

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.

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.

Enables in-chat scientific viewers for molecular structures, sequence alignments, and slide images, plus data tools for searching structures, fetching sequences, aligning them, and drafting NGS analysis plans.

Provides real-time hydrological data from Korea's Flood Control Office via MCP protocol, optimized for AI assistants with features to prevent infinite loop calls and standardize data structures.

Enables AI agents to query Korean listed companies' financial statements, public disclosures, executive information, and shareholder structures in real-time using the DART API.

Any Norwegian company's revenue, profit, debt and who sits on its board, which companies are going bankrupt, who owns what through group structures, plus house prices, mortgage rates, wages and inflation straight from Statistics Norway. Official registers, no API keys, every answer cites its source.

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.

Provides plain-English access to official Dallas-area public data, including weather alerts, school ratings, 311 requests, building permits, police incidents, and property parcel lookup.

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.

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.

Enables natural-language search and retrieval of datasets and files from the Peking University Open Research Data Platform, returning metadata, DOIs, and file listings without an API key.

A comprehensive MCP server for interacting with Zenodo records, enabling search, retrieval, citation generation, and file downloads.