Baidu Maps MCP Server is the first domestic map service compatible with the MCP protocol, offering 10 standardized API interfaces such as geocoding and route planning, supporting quick access via Python and Typescript, and enabling agents to implement map - related functions.

An MCP server integrating Google Maps API functions, providing map services such as location search, geocoding, distance calculation, and elevation data.

This project includes two MCP servers: OnePiece for querying anime character information and IP address geographical location query services. It is developed using TypeScript and can be integrated with AI clients through standard input and output.

The AQICN MCP Server is a service that provides global air quality data, supporting real-time air quality information queries by city name or geographical coordinates.

The Earthdata MCP Server is a server implementation based on the Model Context Protocol, designed specifically for interacting with NASA Earthdata, providing efficient geospatial dataset discovery and retrieval tools.

NetworksDB-MCP is a powerful tool that integrates the Model Context Protocol (MCP) server with NetworksDB, supporting the query of network intelligence, IP geographical locations, organization details, and DNS information through natural language.

The ros2-mcp-server is a Python-based server that integrates with ROS 2 through the Model Context Protocol (MCP), enabling AI assistants to control robot movement through ROS 2 topics. It supports time-controlled movement commands and runs as a ROS 2 node, publishing geometry_msgs/Twist messages to the /cmd_vel topic.

MCP-NAVER-Map is an MCP server integrating Naver Cloud's geolocation and route APIs, providing IP location and route query functions.

This project demonstrates how to use EdgeOne Pages Functions to obtain the user's geographical location information and integrate it with large language models through the MCP protocol.

This project is a module that connects to the French enterprise search API. It supports searching for French enterprise information through text and geographical coordinates, provides key data such as enterprise names and SIREN/SIRET numbers, and includes development tools and debugging support.

The Malaysia Open Data MCP service provides convenient access to government datasets and collections, supporting enhanced unified search, Parquet file parsing, hybrid data access architecture, and multi - provider geocoding functions.

The MCP server of IPLocate.io provides comprehensive data query services for IP addresses, including geographical location, network information, privacy detection, and abuse contact information.

The GeoFS MCP server is a model context protocol server designed for the GeoFS flight simulator, which allows AI models to control the aircraft and obtain real-time flight data through HTTP and WebSocket interfaces.

The Mapbox MCP service is a navigation and geographic search service based on the Mapbox API, providing functions such as route planning, distance matrix calculation, and location search, supporting multiple languages and various travel modes.

The IR Toolshed MCP Server is a comprehensive model context protocol server that provides incident response and network analysis tools for security professionals, supporting various network analysis functions such as ASN query, DNS query, WHOIS record retrieval, and IP geolocation.

An IP geolocation query MCP server based on the IPInfo API

AutoNavi Maps MCP Server provides functions such as geocoding, location services, route planning, distance measurement, and POI search, and supports installation and use through Python packages.

A geoprocessing server based on the MCP protocol that provides coordinate system conversion and spatial calculation functions

QGIS MCP is a plugin that connects QGIS and Claude AI. It enables two-way communication through the Model Context Protocol, allowing AI to directly control QGIS for map project creation, layer loading, and processing algorithm execution.

MCP-Geo is an MCP server based on GeoPY, providing geocoding and reverse geocoding functions, and supporting multiple geocoding service providers, such as Nominatim, ArcGIS, and Bing.

The GeoServer MCP Server is a server - side implementation of the Model Context Protocol (MCP) that connects large language models (LLMs) with the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.

A geoprocessing tool server based on the MCP protocol, providing spatial analysis functions such as coordinate conversion, distance and area calculation

A Python - based MCP server that provides an access interface to the Ordnance Survey API, implementing a standardized protocol conversion for geographic data queries.

An MCP server based on OpenStreetMap, providing geospatial data services for LLMs

An experimental MCP server that provides geospatial context services for LLMs, integrates data and services from the French Geoplateforme, and supports spatial functions such as geocoding, altitude query, administrative information, and urban planning.

The TomTom MCP Server is a tool that simplifies geospatial development, providing seamless access to TomTom's location services, including search, route planning, traffic, and static map data, making it easy to integrate accurate location data into AI workflows and development environments.

This project demonstrates how to integrate MCP support of Spring AI in a Spring Boot application, including geocoding and time zone query services, and provides geographic location information through LLM interaction.

Yandex Maps MCP Server is a middleware that provides services for the Yandex Maps API. It includes geocoding, reverse geocoding, and map rendering functions, supports getting coordinates from addresses or addresses from coordinates, and can generate map images.

A lightweight geographical location query MCP service based on IP addresses, providing detailed IP location information.

This is a Model Context Protocol (MCP) server based on TypeScript, which provides the ability to access the Stadia Maps API, including geolocation services, geocoding, route planning, and map generation.

Obtain the user's geolocation through EdgeOne Pages Functions and integrate it with large models

MCP-Geo is an MCP server based on GeoPY, providing geocoding and reverse geocoding services and supporting multiple geocoding providers.

A complete MCP server that provides French public data and geographic information services, including data search, map services, route planning, elevation calculation, and geocoding functions

An MCP server that provides Muslim prayer times and can calculate daily prayer times based on date and geographical location

The GIS data conversion MCP server provides geographic data format conversion tools for LLM, supporting mutual conversion between multiple formats such as WKT/GeoJSON/CSV/TopoJSON/KML and reverse geocoding functions.

The Mapbox MCP service provides navigation and geocoding functions

The Jupyter Earth MCP Server is a service implementation based on the Model Context Protocol (MCP), providing tool support for geospatial analysis in Jupyter notebooks.

The Georgia 511 MCP Server for traffic data provides an interface for accessing real-time traffic information.

MCP server providing access to the Macrostrat geological data API for Claude Desktop

This is a project based on the MCP protocol that integrates Zhipu AI and Tencent Map API, providing functions such as weather query, geocoding, and web search, and supporting two interaction methods: command line and web interface.