"Understanding File Usage" matching MCP servers:

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

Enables discovery and analytics of Polymarket prediction markets, including trending markets, category filtering, text search, market/event details, and API usage tracking.

A hosted read-only MCP server that enables querying IPVA (vehicle property tax) information from the official SEFAZ Bahia source, with prepaid credit-based usage and no platform credentials.

Enables querying the Brazilian government's transparency portal (Portal da Transparência) to search official public spending and transparency data. Read-only access via natural language from any MCP client, with prepaid pay-per-query usage.

Provides a read-only tool to query ECRVSP Estampagem authorization data from an official source via MCP, with prepaid usage and no credentials.

MCP server for querying São Paulo's CADIN (municipal credit/debt registration) from official sources. Read-only, works with any MCP client, and requires pre-paid credits for usage.

Provides statistics on OpenStreetMap tags (keys and key=value pairs) via MCP tools, enabling querying of tag usage and metadata.

Enables querying official data from the Prefeitura de Recife (Recife City Hall) through a hosted, read-only MCP server. Supports MCP over HTTP with usage-based prepaid billing.

Enables querying SINTEGRA RO (Brazilian tax registration) data from official sources via a single read-only tool, with prepaid credit usage and compatibility with any MCP client.

MCP server for querying official data from Amazônia Protege, a Brazilian environmental protection initiative. Provides a read-only tool for consulting data, with prepaid credit usage.

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.

MCP server for querying official fund transfer data from Brazil's Transparency Portal, offering a read-only tool with usage-based pricing.

Zero-config MCP server that enables AI assistants to search and preview Kaggle datasets directly, with smart token trimming for efficient context usage.

MCP server for looking up Danish vehicle information by registration number or VIN via MotorAPI.dk, including vehicle details, environmental data, equipment, and API usage.

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.

Enables searching and browsing TU Berlin degree programs and modules from Moses' public Modulverzeichnis, including module details, exam types, and cross-program usage, without requiring login.

Provides MCP clients with direct, metered access to full-planet OpenStreetMap data through the hosted Overpass API, offering tools for raw Overpass QL queries, nearby and bounding-box searches, feature counting, and usage checks.

MCP server for exploring GitHub public data. It provides tools to fetch user profiles, list top repositories, and calculate language usage statistics, which AI agents can invoke dynamically.

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.

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