"AWS DevOps automation tool with documentation retrieval and configuration analysis" matching MCP servers:

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

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.

Enables AI assistants to validate and standardize US addresses using the official USPS Address Validation API with secure OAuth2 authentication.

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

A server for querying, practicing, and analyzing exam questions from Taiwan's national examinations, offering 20 tools including search, statute lookup, weak topic review, and readiness assessment.

Provides access to Hong Kong climate and weather data from the Hong Kong Observatory, including current conditions, forecasts, warnings, tides, and more.

Provides access to comprehensive U.S. economic data including GDP, personal income, and regional statistics via the Bureau of Economic Analysis API. It enables users to query datasets and retrieve specific economic indicators for states, counties, and industries through natural language.

Enables AI-powered legal research and analysis of Polish legal acts from the Sejm API. Provides comprehensive search, document retrieval, metadata analysis, and content access for legal documents from Dziennik Ustaw and Monitor Polski.

Enables natural language search and retrieval of Korean laws, precedents, administrative rules, and legal terms, with deep legal chain analysis and full-text access. Supports stdio and streamable-http transports for local and remote deployment.

Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

Enables searching, downloading, and querying Brazilian electronic service invoices (NFS-e) through ISSWeb/Fiorilli municipal portals, including XML and PDF retrieval, access-key and CNPJ lookups, and multi-client configuration.

Enables search and discourse analysis over Xi Jinping's publicly available speeches and official statements, including full-text retrieval, phrase-trend tracking, and verbatim quotes with source-linked citations.

Enables retrieval of notifications from the Vietnamese Public Procurement System (muasamcong.mpi.gov.vn) with tools to list categories, fetch paginated/searchable notifications, and get details.

MCP server serving official statistics from major data agencies (Statistics Canada, FRED, BLS, World Bank, etc.) as tools with provenance and verification, enabling search, retrieval, analysis, and monitoring via natural language.

Enables querying and analysis of FedRAMP documentation, compliance requirements, and security controls through structured tools that search markdown guidance, analyze FRMR datasets, and track regulatory changes.

MCP server providing access to the Earth616 Defense Supply Chain and Documentation Ontology with tools for ontology lookup and testing.

Provides access to USPTO patent and patent application data through multiple APIs, enabling search, retrieval, and analysis of patents, PTAB proceedings, and litigation data via natural language.

Enables searching and analyzing Korean patents through the KIPRIS API using natural language. Supports patent search by applicant name, detailed patent information retrieval, and citation analysis.

Enables access to USDA Foreign Agricultural Service trade and global production data through MCP, supporting natural language queries and tool-based data retrieval.

Read-only MCP server that consults official IPTU (property tax) debt information for São Paulo city, with a single tool for querying.