"Understanding Vector Search" matching MCP servers:

Enables Claude to plan trips by performing live searches against Google Flights, hotels, vacation rentals, activities, and events, plus weather and currency conversion.

Official aviation data MCP by Flight Master DAST (航班管家 DAST), providing flight status, route search, onboard comfort, delay and cancellation risk, airport weather forecasts, and real-time or historical flight trajectories.

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Enables MCP clients to search for locations, fetch weather forecasts, and retrieve forecast meteogram images through the meteoblue Weather API.

A lightweight MCP server for Open-Meteo weather API, providing current weather, forecasts, location search, and more without requiring an API key.

Provides current weather conditions, multi-day forecasts, and location search capabilities through integration with weather APIs, enabling natural language weather queries and comparisons.

A Model Context Protocol server that enables AI assistants to fetch current weather, forecasts, and search for locations using WeatherAPI service through stdio communication.

A TypeScript-based MCP server that provides simulated weather data including current conditions, forecasts, alerts, and location search functionality through both MCP protocol and HTTP API endpoints.

Provides real-time weather alerts from the National Weather Service, news search capabilities via NewsAPI, and safe local directory exploration for AI assistants.

Provides Swiss weather forecast data, allowing users to search for Swiss locations and get detailed hourly and daily weather forecasts.

Enables agents to access free price and model lookups plus paid web search, page reading, weather, risk, social, crypto-market, funding-rate, ENS, and token-price tools through a hosted MCP endpoint, with charges bounded by an API key’s limits.

Provides access to official MeteoSwiss weather data, including regional reports, daily forecasts, and website search functionality across multiple languages. It enables AI assistants to retrieve real-time weather information and documentation from MeteoSwiss using the Model Context Protocol.

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

Enables notes management, weather and news search, document ingestion and RAG-based semantic search using GroundX, with OpenAI GPT integration for summarization and completions.

Enables real-time weather information retrieval and local search history management using Open Meteo APIs. Allows users to get current weather data for any city and access their weather query history through natural language.

Enables users to search for location coordinates, retrieve current weather data, and stream real-time weather updates using the Open-Meteo API. Supports location search by city name and provides detailed weather information including temperature, wind speed, and weather conditions.

A travel planning MCP server that supports flight search, weather (including cherry blossom forecasts), exchange rate queries, and trip planning. It specializes in Japan travel from Shenzhen/Hong Kong, providing optimal date analysis and multi-day itinerary suggestions.

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

Enables web search, browser control, weather queries, file clipboard operations, and memory search through MCP.

Enables discovery and direct access to Swiss weather and federal geodata from MeteoSwiss and swisstopo, including station search, collection browsing, and direct download URLs for CSV, GeoTIFF, and NetCDF assets.

A comprehensive MCP server collection designed for Cursor that provides system information queries, personal profile management, web search capabilities, and weather forecasting. Enables users to access hardware details, manage resume data, search the web, and get weather updates through natural language interactions.

An MCP server that provides real-time weather data, hourly forecasts, and daily summaries using the free Open-Meteo API with no API key required. It enables users to search for weather conditions by specific coordinates or city names across multiple measurement units.

Enables obtaining current and forecast weather for Israeli cities through natural language, by automating a real browser to search, select, and extract forecast content from the Israel Meteorological Service website.

Provides weather queries for major Chinese cities, hot news and news search, and text processing tools using free public APIs.

Provides real-time Air Quality Index data from the World Air Quality Index service, enabling queries by location, station, or keyword search.

Comprehensive MCP server for travel information, offering real-time exchange rates, flight search, airport congestion, timezone data, embassy details, and travel alerts.

Enables AI agents to access NOAA's national climate archive—GHCN-Daily observations, station search, and dataset catalog—without an API key.

Enables AI assistants to retrieve global hourly weather forecasts, Nordic minute-by-minute precipitation nowcasts, and location search results using place names or coordinates.

A Model Context Protocol (MCP) server for comprehensive travel planning, providing flight search, accommodation booking, currency exchange, weather forecasting, and trip budget calculation capabilities.

Enables local language models to search the live web and news, fetch weather forecasts and Bundesliga data, and query a document collection semantically. It also provides a read-only view of Home Assistant entities, including entity search, sensor history, and person detection events.