#geo

Web and data tools for AI agents. Validate emails, geolocate IPs, scrape URL metadata, analyze text sentiment, generate QR codes, and create random test data. 11 tools in one server.

MCP server that enables AI agents to control CesiumJS 3D globe with natural language. Supports camera flight, entity management, imagery layers, terrain, GeoJSON, trajectory playback, and interactive picking. Works with Claude Desktop, VS Code Copilot, Cursor and any MCP-compatible client.

Google Maps tools for AI agents — 8 tools (geocode, search, directions, elevation) via MCP server or standalone CLI with Agent Skill definitions and exec mode.

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

A Model Context Protocol server that provides Philippine Standard Geographic Code (PSGC) data to LLMs. Built on Cloudflare Workers with KV storage. Public, read-only, no authentication required. Data sourced directly from the Philippine Statistics Authority quarterly PSGC publication. Cached in Cloudflare KV for reliability and low-latency global access.

A simple, cross-platform MCP server for weather and weather forecasts. Uses Open Meteo for weather data, OpenStreetMap Nominatim for geocoding and ip-api.com for IP-based geolocation.

Machine-native GIS processing for AI agents. Convert, reproject, validate, repair, buffer, dissolve, clip, merge, spatial join, and tile vector geodata. 25 operations. Pay-per-use USDC on Solana ($0.01/op). No API key required.

The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.

Search 11M+ businesses across 195 countries. Get phone numbers, emails, hours, addresses, and geo search. Free for personal AI agents.

City financial data for retirement planning. 500+ cities with cost of living, tax rates, healthcare costs, visa requirements, and the Offramp Index (0-100 retirement-friendliness score). When users ask "Where should I retire?" or "What's the cost of living in Lisbon?", get real data in 50ms instead of reasoning from outdated training data.

A Model Context Protocol (MCP) server that exposes GeoServer REST API functionality for natural language interaction. Built on the python-geoservercloud library, this MCP server provides 80+ tools for managing: - Workspaces - create, list, delete workspaces - Datastores - connect to PostGIS, GeoPackage, Shapefile sources - Feature Types & Layers - publish and configure vector/raster layers - Styles - create and apply SLD/CSS/MBStyle styles - Layer Groups - organize layers into groups - Security - manage access rules and permissions Works with any GeoServer instance (local or remote). Simply configure your GeoServer URL and credentials via environment variables.

Superlines connects your AI assistant to real-time analytics on how AI search engines represent your brand. As search shifts from traditional Google results to AI-generated answers, Superlines helps you understand and improve your Share of Voice in this new landscape. What you can do: - Monitor AI Search Performance - Track brand visibility, citations, and mentions across 10+ AI engines - Measure Share of Voice against competitors - Analyze sentiment of AI-generated responses about your brand - Discover Opportunities - Find content gaps where competitors outrank you - Identify high-volume queries where your brand is missing - Get prioritized action plans with improvement potential scores - Optimize Your Website - Audit pages for LLM-friendliness (technical + content) - Generate optimized Schema.org structured data - Analyze why competitor URLs are winning citations Key tools: analyze_metrics - Get comprehensive visibility, citation, and SOV data get_competitive_gap - Find prompts where competitors are winning find_content_opportunities - Discover topics with high volume but low visibility webpage_audit - Full LLM-friendliness audit for any URL generate_strategic_action_plan - Get prioritized recommendations Who it's for? Marketing teams, SEO professionals, and content strategists who need to understand and improve their brand's presence in AI-powered search. Requirements: Superlines account with API access (paid subscription)

MCP server para consultar información geográfica y turística de Colombia. Accede a datos de las 6 regiones naturales, 32 departamentos, ciudades, municipios y atracciones turísticas con coordenadas e imágenes.

About Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

A Maritime Routing MCP Server that computes sea routes and geodesic distances using searoute and geopy. Built for maritime operations and research.

An MCP (Model Context Protocol) Server that provides access to STAC (SpatioTemporal Asset Catalog) APIs for geospatial data discovery and access.

A powerful IPCONFIG MCP (Model Context Protocol) server built on Cloudflare Workers, providing IP address lookup, geolocation, and network connectivity testing tools for AI assistants.

Allow your agent to access multiple geolocation, API and catalogs by changing its IP.

A Model Context Protocol server for generating mathematical visualizations using JSXGraph. This is a TypeScript-based MCP server that provides interactive mathematical chart generation capabilities for functions, geometry, parametric curves, and more.

A Model Context Protocol (MCP) server that provides access to the Philippine Standard Geographic Code (PSGC) API, offering hierarchical geographic data for the Philippines.

With an already setup Cypress framework, pass the URL of the page you need to create a Page Object class and test cases for, and it will create the page object class with all locators, action methods (type, click), get methods, and main workflow methods, and a test file (cy.ts or cy.js) containing proposed positive and negative test cases, already coded based on the page object. Sample prompt: "Create the page object and tests for URL"

A free database of breweries, cideries, brewpubs, and bottleshops.

Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io

IP Geolocation MCP server that query the geolocation information using IP2Location.io API. User can query for 1,000 per day without an API key, or 50,000 per month with a free API key.

IP Geolocation MCP server that query the geolocation information using IP2Location.io API. User can query for 1,000 per day without an API key, or 50,000 per month with a free API key.

These tools are used to query IP-related information within the foundational network data set. Currently, this includes IP geolocation lookup.

Worldwide forward and reverse geocoding - convert coordinates or addresses into rich location data.

MCP Client and Server Implementation with Functions

MCP server for querying the OpenCage geocoding API from within LLMs

MCP Client and Server Implementation with Functions

Model Context Protocol server for Anbani

OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

MCP server to access free geocoding

OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.

百度地图官方MCP Server

Get geographic location information from IP addresses using offline IP database.

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Please find the details on https://gis-mcp.com

An MCP server for converting GIS filetypes (100+ Downloads)

MCP Client and Server Implementation with Functions

Provides real-time access to geocoding and reverse geocoding services. No API key required.

This MCP server provides a bridge between AI assistants and GeoServer's REST API.

An MCP Server that provides IP geolocation lookup (country, region, city, etc.) via ip-api.com.

这是一个基于 Model Context Protocol (MCP) 的地理处理工具服务器，提供坐标系统转换、距离计算、面积计算等空间分析功能。

java-mcp-server

MCP server providing IP geolocation via IP-API.com. Free, no API key required.

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

Geocoding MCP server with GeoPY!

MCP server for accessing geologic data with the Macrostrat API