"Understanding File Systems and Their Functions" matching MCP servers:

Enables querying the BOLD Systems global DNA barcode database for specimen records, taxonomy, barcode sequences, and BIN clusters, with keyless access and FASTA-ready output.

Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.

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.

MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.

One-call Australian health and welfare data plumbing via AIHW — cited responses for practical analysis, not a data broker.

Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.

Enables querying Portuguese competition data from AdC (Autoridade da Concorrência), including enforcement decisions and merger control decisions, directly from MCP-compatible clients.

Enables querying of Hong Kong government data on elderly community care services, such as waiting times and applicant counts.

MCP server providing indexed access to 45,899 Czech statutes from e-sbirka.cz, enabling agents to retrieve real legal text and citations.

Enables querying Belgian statutes and provisions from the Belgian Official Gazette directly via AI assistants, providing search, citation validation, and EU law integration.

Provides comprehensive Swiss agricultural environmental compliance data covering water protection zones, ammonia emission limits, biodiversity requirements, and nutrient regulations from BAFU, BLW, and Agroscope. Enables AI assistants to search federal ordinances and verify farm compliance through specialized tools for GSchG, LRV, DZV, and other environmental laws.

DeepPVMapper is an open source, crowdsourced verified AI map of rooftop solar systems. The MCP serves as a endpoint to allow queries to the database (1.1M+ systems) in natural language. This work is based on my former PhD work.

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.

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

An MCP server that provides knowledge about Coordinate Reference Systems (CRS).

Enables querying FDIC-insured institutions, their Call Report financials, peer comparisons, failure records, and deposit market share via MCP, over stdio or Streamable HTTP.

Enables querying UK Office for National Statistics datasets and their editions through natural language, with no authentication required.

Enables looking up UK commodity codes and their full tariff details, including duty rates by origin, VAT, excise, import/export conditions, and live quota balances.

Enables looking up Polish companies by NIP, REGON, or KRS number to retrieve their registered name, legal address, and entity type from Statistics Poland's official register.

Enables querying FERC Electric Quarterly Report data to identify wholesale power sellers, their contracts, counterparties, and current data coverage.