MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars / day | Stars | Since |
|---|---|---|---|---|---|
| 1 | QGIS MCP Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop. | Location & travel | 2.0 | 1.1k | Mar 2025 |
| 2 | Geolens Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre. | Location & travel | 1.4 | 268 | Mar 2026 |
| 3 | MCP Server Airbnb Provides tools to search Airbnb and get listing details. | Location & travel | 1.0 | 548 | Mar 2025 |
| 4 | Wanderlog MCP MCP server for Wanderlog — build and edit trip itineraries through conversation. | Location & travel | 0.8 | 145 | Apr 2026 |
| 5 | MCP Google Map A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities. | Location & travel | 0.8 | 467 | Feb 2025 |
| 6 | Mapbox MCP Server Mapbox MCP server for geocoding, directions, isochrones and points of interest. | Location & travel | 0.7 | 358 | Jun 2025 |
| 7 | Cesium MCP Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and browser agents. | Location & travel | 0.7 | 138 | Mar 2026 |
| 8 | Emem The External memory of our physical world. | Location & travel | 0.4 | 64 | Apr 2026 |
| 9 | open-streetmap-mcp OpenStreetMap MCP server that adds location-based services and geospatial data to LLMs. | Location & travel | 0.4 | 226 | Mar 2025 |
| 10 | Gis MCP A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and. | Location & travel | 0.4 | 195 | May 2025 |
| 11 | Find Flights MCP Server MCP server for searching flights through the Duffel API, supporting one-way, round-trip and multi-city itineraries. | Location & travel | 0.4 | 231 | Jan 2025 |
| 12 | Teslamate MCP A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. | Location & travel | 0.3 | 140 | Jun 2025 |
| 13 | Geoserver MCP A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API. | Location & travel | 0.2 | 92 | Apr 2025 |
| 14 | TomTom Maps MCP Official TomTom MCP server providing geocoding, POI search, routing, reachable range, traffic incidents and static maps to AI agents; remote endpoint in public preview. | Location & travel | 0.1 | 55 | Jul 2025 |
| 15 | Amadeus MCP Server Community MCP server integrating the Amadeus Flight Offers Search API for natural-language flight search. | Location & travel | 0.1 | 60 | Apr 2025 |
| 16 | MCP Weather Server A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API. | Location & travel | 0.1 | 61 | Mar 2025 |
| 17 | Ns MCP Server A Model Context Protocol (MCP) server that provides access to NS (Dutch Railways) travel information through Claude AI. | Location & travel | 0.1 | 62 | Dec 2024 |
| 18 | Flightradar24 MCP Server Official MCP server for the Flightradar24 API providing real-time and historical flight, aircraft and airport data. | Location & travel | 0.1 | 29 | Aug 2025 |
| 19 | Expedia Travel Recommendations MCP MCP server for Expedia's Travel Recommendation Service API (hotels, flights, activities, cars) supporting stdio and streamable HTTP. | Location & travel | 0.1 | 23 | Aug 2025 |
| 20 | Foursquare Places MCP Official Foursquare MCP server exposing Places API search, place details and location context to AI agents. | Location & travel | 0.0 | 18 | Jan 2025 |
| 21 | Kiwi.com MCP Server Hosted MCP server exposing a search-flight tool so AI assistants can search Kiwi.com flights in natural language and return booking links. | Location & travel | 0.0 | 12 | Aug 2025 |