"Categorizing messages such as emails or system logs" matching MCP servers:

Provides live wait times and office details for all 60 Oregon DMV field offices by scraping the ODOT website, with no authentication required.

Deterministic SNAP eligibility logic, exposed as auditable Model Context Protocol tools. An AI agent can read, reason, and orchestrate, but the eligibility determination itself is made by versioned, tested, cited code that a caseworker, an auditor, or a court can inspect.

Provides 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.

Enables searching and fetching GOV.UK Design System guidance via locally-crawled SQLite FTS5 data, with tools like search, fetch, and version.

Provides 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.

Enables querying Spain's official company registry (BORME) for company events such as incorporations, director appointments, insolvencies, and capital changes, supporting filters by date, province, and act type.

Enables users to search Korean National Tax Service tax law interpretations (예규) and retrieve their full body text as plain text from the National Tax Law Information System, complementing the korean-law MCP server that only provides list metadata.

Enables AI agents to perform official Brazilian trademark searches on INPI's public pePI system, including lookup by process number, mark text, owner portfolio, or Vienna figurative code, with full process details and pagination. Each user authenticates with their own pePI login, with results returned as Markdown and structured JSON plus optional local caching and HTML reports.

Provides Italian-language MCP tools for current weather, forecasts, Civil Protection alerts, air quality, ANSA news, editorial updates, and voice-friendly reminders, designed for lightweight clients such as ESP32 chatbots.

Enables searching and verifying citations of Colombian Constitutional Court decisions using datos.gov.co open data, returning metadata such as magistrate, date, and relatoria URL.

Enables searching and filtering public institution job postings from the Korean government's ALIO system via MCP.

An MCP server that provides access to the Brazilian Chamber of Deputies open data API. It enables users to search for deputies, track their expenses, and query legislative information such as bills and API endpoints.

Enables AI assistants to look up and batch-retrieve Hong Kong company records — Chinese/English names, CR numbers, BRNs, incorporation dates, status, registered addresses, and former names — plus order official ICRIS filing documents such as NAR1, NNC1, CI, and A&A through hosted Stripe checkout. It also manages daily free lookup allowances, permanent query credits, and filing bonuses, working remotely or locally without an API key.

Exposes Brazilian public data — postal codes (CEP), company registrations (CNPJ), CPF/CNPJ validation, banks, national holidays, municipalities, and DDD area codes — as MCP tools and resources, backed by BrasilAPI, ViaCEP, and IBGE with caching, fallback, and rate limiting. Any MCP client such as Claude Desktop or Claude Code can query and validate this reference and registration data through natural language or programmatic calls.

Enables AI assistants to generate chronologically organized Korean pregnancy and parenting schedules—vaccinations, health checkups, leave, and application deadlines—from a due date or child's birthday, with optional API-key features such as night clinic and recall lookups.

Enables MCP clients such as Claude, Cursor, and VS Code to validate, cross-check, and verify Mexican CURPs against RENAPO, check verification status, and query token balance.

Enables AI assistants to query official INEGI indicators such as population, inflation, employment, GDP and IGAE at national, state and municipal level, returning verified values with indicator ID, period, unit, source and last-update date. It also supports comparing the same indicator across states or municipalities and resolving place names to official geographic keys.

Provides access to over 800,000 economic time series from the Federal Reserve, allowing users to browse, search, and retrieve data for indicators like GDP and unemployment. It supports custom date ranges and data transformations such as percentage changes or frequency aggregations.

Enables querying Mexico's SAT public lists to verify RFCs in bulk, search by business name, and obtain tax risk verdicts such as critical, high, medium, low, or clean.

Enables an AI assistant to ask for the unofficial air threat level of a Polish town or coordinates, returning the level, its cause, reliability and any official RCB/RSO messages in Polish, English or Ukrainian. It runs locally over stdio, fetches only SanAlert's public state, and keeps the queried place on the user's own computer.

Enables sanctions and watchlist screening of persons and entities against public lists such as Rosfinmonitoring, OFAC SDN, EU consolidated, UK OFSI, and UN Security Council from any MCP client.

Enables natural language queries for Georgian tax system waybills through the RS.ge SOAP API. Supports waybill retrieval by date range, company TIN lookups, and access to tax system dictionaries.

Enables querying and summarizing French commune information such as postal codes, departments, and regions, and discovering public datasets from sources like geo.api.gouv.fr and data.gouv.fr.

An MCP server that provides Korean weather information from the Korea Meteorological Administration's short-term forecast API, enabling natural language queries about weather conditions such as current weather, rain forecasts, and suitability for outdoor activities.

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

Enables AI assistants to search and read Italian civil decisions and their abstracts from the Ministry of Justice's Banca Dati di Merito using the user's own SPID, CIE, CNS or eIDAS session, which stays on the local machine. Read-only and rate-limited, it supports full-text and criteria-based search, retrieval of pseudonymized decision texts and abstracts, case-history timelines, PDF downloads, and browsing of reference values such as courts, judges and subject matters.

Integrates Korean university information APIs (대학알리미 and 공공데이터포털) into a single MCP server and CLI, enabling search, description, and execution of university data operations such as student, faculty, and finance statistics.

Enables verifying French Urssaf vigilance certificates through the official "Attestations Vérification Code Sécurité" API, extracting data from received PDFs, cross-checking fields against expected contractors, computing validity end dates, and reading or updating an Excel tracking workbook. It also supports bulk code checks, mock mode for testing, and normalized statuses such as valide, périmée, inconnue, and incomplète.

Enables AI assistants such as Claude, ChatGPT, and GitHub Copilot to look up Irish public data from sources including CSO, Oireachtas, GeoHive, Met Éireann, NTA, Property Price Register, data.gov.ie, Smart Dublin, and the Irish Statute Book, with source, licence, and retrieval time attached.

Enables AI assistants to discover, retrieve, and compare official international development indicators from sources such as the World Bank, FAOSTAT, WHO, UNICEF, and IMF, while preserving source identifiers, units, and citations.