GraphHopper MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect GraphHopper through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install GraphHopper and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"graphhopper": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About GraphHopper MCP Server
Connect your GraphHopper account to any AI agent and take full control of your geospatial routing, geocoding, and fleet optimization through natural conversation.
Windsurf's Cascade agent chains multiple GraphHopper tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Route Orchestration — Calculate optimal routes between multiple GPS stops, identifying precise asynchronous directions and time calculations bypassing URL length limits natively
- Geocoding discovery — Extract explicitly attached REST arrays targeting
/geocodeto translate human-readable addresses into precise LatLon coordinates for spatial analysis - Reverse Geocoding — Perform structural extraction of properties matching GPS pins exactly against named physical streets to verify localized entity bounds flawlessly
- Routing Matrix Calculation — Generate N x M arrays of travel times and distances to analyze complex grid logistics and distance tables between multiple points synchronously
- Isochrone Reachability — Identify precisely the boundary reachable in a specific time limit from a starting point, defining reachability polygons for site selection or delivery zones
- VRP Optimization — Command explicit JSON targets firing Traveling Salesman configs for multiple vehicles, checking time windows and capacity constraints to solve complex logistics synchronously
- Map Matching Auditing — Validate API logic correcting imprecise GPS jumps by snapping raw GPX tracks perfectly onto street vectors limitlessly
The GraphHopper MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect GraphHopper to Windsurf via MCP
Follow these steps to integrate the GraphHopper MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using GraphHopper
Open Cascade and ask: "Using GraphHopper, help me...". 10 tools available
Why Use Windsurf with the GraphHopper MCP Server
Windsurf provides unique advantages when paired with GraphHopper through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
GraphHopper + Windsurf Use Cases
Practical scenarios where Windsurf combined with the GraphHopper MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from GraphHopper and generate models, types, or handlers based on real API responses
Live debugging: query GraphHopper tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from GraphHopper and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine GraphHopper data with Cascade's code generation to scaffold entire features in minutes
GraphHopper MCP Tools for Windsurf (10)
These 10 tools become available when you connect GraphHopper to Windsurf via MCP:
calculate_distance_isochrone
Provision a highly-available JSON Payload generating physical borders
calculate_heavy_route
Identify precise active arrays spanning native multi-stop geometries
calculate_reachability_polygon
Enumerate explicitly attached structured rules exporting active Reachability
calculate_routing_matrix
Inspect deep internal arrays mitigating specific Math tables
calculate_url_route
Retrieve explicit Cloud logging tracing explicit lightweight Directions
poll_vrp_solution
Retrieve the exact structural matching verifying Delivery alternatives
reverse_geocode
Perform structural extraction of properties driving active OSM bindings
search_geocode
Identify bounded routing spaces inside the Headless GraphHopper Engine
snap_gpx_to_road
Irreversibly vaporize explicit validations extracting GPX logic natively
submit_vrp_optimizer
Dispatch an automated validation check routing explicit jsprit solves
Example Prompts for GraphHopper in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with GraphHopper immediately.
"Calculate a car route between '40.71, -74.00' and '40.75, -73.98'"
"Show me the 10-minute reachability zone from central Berlin"
"Reverse geocode these coordinates: '48.85, 2.35'"
Troubleshooting GraphHopper MCP Server with Windsurf
Common issues when connecting GraphHopper to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
GraphHopper + Windsurf FAQ
Common questions about integrating GraphHopper MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect GraphHopper with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect GraphHopper to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.