How to Use the GraphHopper MCP in Cline

Q: Can Cline use GraphHopper to automate my routing tests?

Yes, Cline can run calculateroutingmatrix to generate test data for your routing algorithms. It then writes and executes the test files to verify your logic.

Let Cline execute GraphHopper routing tasks to build, test, and deploy your logistics logic.

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Connect GraphHopper MCP to Cline

Create your Vinkius account to connect GraphHopper to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup GraphHopper with Cline

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Direct code execution

Cline interacts with the GraphHopper engine to fetch real-world navigation data. You ask for a route, and it runs `calculate_url_route` to retrieve the link for your dispatch dashboard. It doesn't just display the result; it writes the code to integrate that URL into your frontend. You get a functional routing component without manual intervention.

GPX path validation

Clean up messy GPS data by running `snap_gpx_to_road` through the agent. It takes your raw trace files and forces them onto known road geometries to fix drift. After the trace is snapped, Cline saves the corrected path to your repository. It ensures your driver performance metrics are based on actual road data rather than noisy sensor input.

Geocoding and reachability

Convert thousands of addresses into map points using `search_geocode` as part of a batch task. Cline imports these points into your database schema automatically. It also uses `calculate_reachability_polygon` to define service areas for your retail clients. You get the exact boundary logic you need to set delivery expectations.

Setup guide

Set up GraphHopper MCP in Cline

Prerequisites

VS Code with Cline extension installed
Active Vinkius subscription with a valid endpoint token

1

Open Cline MCP settings

Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
2

Add a remote server

Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type graphhopper-mcp. In the URL field, paste your Vinkius endpoint: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com.
3

Enable the server

After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
4

Start using tools

Return to the Cline chat and ask: "Check my latest GraphHopper refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings

{
  "mcpServers": {
    "graphhopper-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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Common questions about GraphHopper MCP in Cline

Go to the MCP Servers icon in the sidebar. You can paste the server URL in the remote settings or edit the configuration file directly.

Yes, Cline can run `calculate_routing_matrix` to generate test data for your routing algorithms. It then writes and executes the test files to verify your logic.

It is built for reliable, repeated execution. You can count on the tool responses to be consistent enough for your CI/CD pipelines.

Cline receives the structured output and maps it to your project requirements. It performs the necessary file IO to save the results where your app needs them.

The addresses are transmitted only to calculate the required routes. The MCP server does not store your delivery address data, and the connection remains scoped to your specific task.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

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