"Exploring RAG through defined workspaces" matching MCP servers:

MCP server platform enabling agents to self-register and access geo MCP tools (read-only geo_entities) plus hello ping services via a public MCP endpoint.

Enables users to get real-time weather information for Israeli cities through MCP tools, using Playwright to scrape live data and provide it to the language model.

Enables reverse geocoding of coordinates to country, region, and municipality with ISO 3166 codes, and matching against user-defined geofences.

Persistent, shareable travel workspaces for AI agents. Build a complete itinerary as a private map link and hand it to the person — usable on their behalf where signup-walled travel tools are not. Six tools, no API key, no account. The trip rides in the link's fragment, so nothing is stored server-side. Hosted at https://thistripbtw.us/mcp — zero install — or npx thistripbtw-mcp over stdio.

An MCP server for exploring British and Irish hills (Munros, Wainwrights, Corbetts, Marilyns) with offline search, nearby hills, and detailed hill data, no API key required.

Provides comprehensive geospatial analysis capabilities through Turf.js, enabling spatial measurements, geometric operations, coordinate transformations, and geographic data processing. Supports over 100 geospatial functions including distance calculations, spatial relationships, buffer operations, and grid generation.

An MCP server that enables interaction with the Strava API v3 to manage fitness activities, athlete profiles, segments, and routes. It supports retrieving detailed performance metrics, exploring geographic data, and managing club information through natural language.

Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.

Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.

Enables AI agents to interact with the Planet API for satellite imagery ordering, subscriptions, and data management through natural language.

Enables address autocomplete, forward and reverse geocoding, IP geolocation, and place/geofence context lookups using Radar's API, letting AI agents resolve locations through natural language.

Enables searching RescueGroups.org for adoptable animals by species, postal-code radius, breed, and traits, and exploring the rescues/shelters that list them, including full details, photos, contact info, and adoption process.

Enables querying Google Maps and Places APIs for local businesses and tourist attractions in India through a simple MCP interface.

Enables to interact with comprehensive weather data through the MCP protocol, including current conditions, multi-day forecasts, hourly forecasts, and geocoding.

Enables intuitive property searches in San Francisco with an interactive split view of listing cards and a map, supporting local filtering, saving, and map navigation through view tools.

Adapts the HeFeng QWeather MCP server for ModelScope cloud hosting, allowing weather queries through stdio or HTTP with a default stdio entry.

Enables querying and exploring ArcGIS geospatial data from Town of Oro Valley, Arizona, including parcels, zoning, and city services.

Enables searching and exploring the AWS re:Invent 2026 session catalog by keyword or natural-language meaning, along with venue travel estimates and official AWS event links.

Provides IP geolocation data via ipinfo.io, enabling querying IP addresses for location, ISP, and other details through natural language.

Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.