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Stadia Maps

Stadia Maps MCP for AI. Solve complex logistics and mapping math in one query.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

Stadia Maps MCP on Cursor AI Code EditorStadia Maps MCP on Claude Desktop AppStadia Maps MCP on OpenAI Agents SDKStadia Maps MCP on Visual Studio CodeStadia Maps MCP on GitHub Copilot AI AgentStadia Maps MCP on Google Gemini AIStadia Maps MCP on Lovable AI DevelopmentStadia Maps MCP on Mistral AI AgentsStadia Maps MCP on Amazon AWS Bedrock

Connect to your AI in seconds.

Stadia Maps gives your AI client accurate, multi-layered geospatial intelligence. It handles everything from converting a physical address into exact coordinates (`forward_geocode`) to calculating complex travel time and distance matrices between dozens of points.

You can run optimized routes for cars, bikes, or pedestrians, determine reachable areas using isochrones, and snap noisy GPS data straight onto official street networks.

What your AI can do

Autocomplete location

Suggests potential addresses as you type, narrowing down input options before the final query.

Calculate isochrone

Determines a precise geographic area boundary around a point based on maximum driving time or distance.

Calculate distance matrix

Computes and returns travel times and distances between a set of multiple starting and ending points.

+ 7 more capabilities included
Find coordinates from an address

The client converts a readable street address string into precise latitude and longitude pairs.

Determine a location's physical address

The agent takes raw latitude and longitude points and returns the closest corresponding street address.

Calculate travel time between multiple stops

The client computes distances and estimated travel times across several distinct geographic coordinates.

Plot an efficient multi-stop route

The agent figures out the absolute best sequence of stops to minimize total travel time or distance for a whole trip.

Model reachable areas (isochrones)

The client calculates and plots an area boundary based on a specific maximum driving time or distance from a central point.

Clean raw GPS data to streets

It snaps unverified, noisy GPS track points onto the nearest official road network lines.

Included with Plan

Waiting for input…

AI Agent

Stadia Maps MCP Server: 10 Tools for Location Math

Use these tools to calculate distances, convert addresses to coordinates, and model complex travel paths for logistics planning.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Stadia Maps on Vinkius

Autocomplete Location

Suggests potential addresses as you type, narrowing down input options before the final query.

Calculate Isochrone

Determines a precise geographic area boundary around a point based on maximum...

Calculate Distance Matrix

Computes and returns travel times and distances between a set of multiple starting...

Calculate Route

Calculates the path between several coordinates, allowing you to specify if travel...

Forward Geocode

Converts a simple street address string into definite latitude and longitude...

Get Path Elevation

Retrieves detailed elevation data for any given geographic path or route.

Get Timezone

Determines the local time zone associated with specific latitude and longitude points.

Execute Map Matching

Corrects raw GPS tracks by snapping the points onto the closest official road...

Optimized Trip Route

Figures out the single best sequence of stops to connect multiple locations for...

Reverse Geocode

Turns raw latitude/longitude coordinates back into a readable, structured physical...

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Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Stadia Maps integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

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Make Your AI Do More

Start with Stadia Maps, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,000+ others, all in one place
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  • Works with Claude, ChatGPT, Cursor, and more
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Stadia Maps MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Stadia Maps. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 10 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Manually mapping and verifying logistics data is a nightmare.

Today, planning a multi-stop route means juggling three different systems. You start by copy-pasting 20 addresses into an online geocoder to get coordinates. Then you paste those coordinates into a second tool to calculate the distance matrix. Finally, you manually check time zones and draw rough service area boundaries on a map—all while hoping your spreadsheet formulas don't break.

With Stadia Maps MCP Server, that entire multi-step process is one prompt away. You give it the addresses and say: 'Plot the optimized route.' It runs `forward_geocode`, calculates time/distance with `calculate_distance_matrix` internally, and returns a single, usable itinerary.

Stadia Maps MCP Server gives you actionable routes.

You no longer have to rely on best-guess estimates or simple straight-line distance calculations. You get real driving vectors and costs, whether the trip is by car (`calculate_route`) or optimized for bike travel. It handles road rules and actual street topology.

The result isn't just a path; it’s an operational plan. Your agent gives you coordinates, total time, and even elevation data—all confirmed against global mapping standards.

What your AI can actually do with this

Stadia Maps gives your agent solid geospatial intelligence for everything from quick street lookups to complex logistics planning. You'll get precise data, no matter how messy the input is.

To nail down a location, you don't just guess; you confirm it first. If you start with a simple street address string, forward_geocode converts that into definite latitude and longitude coordinates. Before you even hit send on an address query, autocomplete_location suggests possible addresses, helping you narrow down the input options so your final results are accurate.

Conversely, if you only have raw latitude/longitude points, reverse_geocode turns 'em back into a readable, structured physical address string.

When it comes to figuring out how people get around, these tools handle everything from simple travel estimates to optimizing entire multi-stop routes. You can run calculate_route between several coordinates and specify if the journey is by car, bike, or foot. For calculating distances and estimated times across a large set of distinct points—say, ten different distribution centers—you use calculate_distance_matrix, which computes all travel times and distances in one go.

But if you're planning an entire trip with multiple stops, don't just connect 'em; you need the best sequence. That’s where optimized_trip_route steps in, figuring out the absolute best order of stops to minimize your total travel time or distance.

For strategic planning, you can use calculate_isochrone to map out a precise geographic area boundary; it shows exactly what's reachable from a central point based on a specific maximum driving time or distance. You also need to clean up messy data: if your GPS tracker sends noisy raw track points, run those through execute_map_matching, and it snaps the coordinates right onto the nearest official road network segment, making them trustworthy for logistics.

For deep analysis, you can pull detailed elevation metrics for any given path or route using get_path_elevation. You can also determine the local time zone associated with specific latitude/longitude points by running get_timezone.

Here's the rundown of what happens:

  • Geocoding: The client converts a readable street address string into precise lat/long pairs using forward_geocode. It can also take raw coordinates and return the closest corresponding physical street address via reverse_geocode. To help users input data, autocomplete_location narrows down potential addresses as you type.
  • Routing & Optimization: You calculate paths between multiple points using calculate_route, specifying travel modes like car or bike. For complex logistics involving many stops, optimized_trip_route figures out the most efficient sequence to connect those locations and minimize overall distance or time. To get a full picture of distances across many potential start/end spots, calculate_distance_matrix computes all travel times and distances at once.
  • Area Modeling & Data Integrity: The agent determines an exact reachable area boundary (an isochrone) using calculate_isochrone, based on a time or distance limit. For dirty GPS data, execute_map_matching corrects raw tracks by snapping points to the official road network. Detailed elevation metrics for any path are retrieved with get_path_elevation. Finally, get_timezone determines the local time zone from specific coordinates.
Built · Hosted · Managed by Vinkius Stadia Maps MCP Server - Geospatial Routing & Mapping
Server ID 019d760c-fd37-72a7-9d8a-7b82678c9840
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

Does it return visual maps or raw data? +

Raw structured JSON only — coordinates, distances, durations, and elevation values. No interactive map tiles are rendered. You can use the data to plot maps in your own application.

Does `optimized_trip_route` solve the Traveling Salesman Problem? +

Yes. Pass an unordered set of coordinates and it returns the optimal visit sequence minimizing total travel time or distance.

Is there a free tier? +

Yes. Stadia Maps offers a free tier with generous limits for geocoding, routing, and elevation queries. Sign up at stadiamaps.com and generate an API key from the dashboard.

What format must the coordinates be when calling `calculate_route`? +

You must pass a JSON array of objects, where each object contains latitude and longitude. The tool expects the structure: [{lat: number, lon: number}, ...] for all waypoints.

What happens if I run `forward_geocode` on an address that doesn't exist? +

The call returns a specific API error code and message detailing the failed lookup. Your AI client can then use standard try/catch logic to prompt the user for correction.

Does `calculate_distance_matrix` have limits on how many locations I can input? +

While there is no hard limit in our documentation, we recommend keeping the number of points under 50 per batch request. Sending too many points will slow down processing.

Is the path data fed into `get_path_elevation` required to be pre-matched using a tool like `execute_map_matching`? +

Yes, for accurate elevation readings, the input path should ideally be snapped to the street network. Use execute_map_matching first to clean raw GPS points.

How do I handle API key security when setting up the Stadia Maps MCP Server? +

Always store your Developer API Key as an environment variable, never hardcoding it into client scripts. This keeps sensitive credentials outside of the codebase.

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