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"A system for improving requirements (e.g., analysis and completion)" matching MCP servers:
- Flicense-qualityBmaintenanceMCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.Last updated
- Flicense-qualityDmaintenanceProvides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.Last updated5
- AlicenseAqualityDmaintenanceProvides 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.Last updated4048Apache 2.0
- AlicenseAqualityCmaintenanceA Python FastMCP server that re-exposes Kindora's public funder and grant tools for ChatGPT, enabling grant discovery from IRS 990 filings and Grants.gov.Last updated9MIT
- AlicenseAqualityBmaintenanceMCP server for Australian Institute of Health and Welfare statistics — plain-English access to mortality, cancer, hospital, and health expenditure data via data.gov.au.Last updated6MIT
- AlicenseAqualityDmaintenanceProvides access to EPA's Air Quality System API with 31 tools for querying air quality data, monitoring sites, and pollution measurements across the United States through natural language.Last updated31MIT
- Alicense-qualityDmaintenanceExposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.Last updated18MIT
Statistics Query andofficial
-license-qualityCmaintenanceMCP 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.Last updated- Alicense-qualityDmaintenanceProvides access to Hong Kong climate and weather data from the Hong Kong Observatory, including current conditions, forecasts, warnings, tides, and more.Last updated6MIT
- Alicense-qualityBmaintenanceA 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.Last updatedMIT
- Flicense-qualityDmaintenanceProvides 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.Last updated1
- Flicense-qualityDmaintenanceEnables AI assistants to validate and standardize US addresses using the official USPS Address Validation API with secure OAuth2 authentication.Last updated
- Flicense-qualityDmaintenanceEnables searching and fetching GOV.UK Design System guidance via locally-crawled SQLite FTS5 data, with tools like search, fetch, and version.Last updated
- AlicenseAqualityFmaintenanceEnables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.Last updated1MIT
- AlicenseAqualityAmaintenanceMCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).Last updated143MIT
- Alicense-qualityDmaintenanceFacilitates retrieval of National Park Services data using the NPS API, allowing users to list national parks by state and access detailed information about specific parks.Last updated38,4333MIT
- Alicense-qualityBmaintenanceTorify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call viaLast updatedMIT
- Alicense-qualityDmaintenanceEnables querying of Hong Kong government data on elderly community care services, such as waiting times and applicant counts.Last updated1MIT
- Alicense-qualityCmaintenanceEnables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.Last updatedMIT