GraphHopper MCP Server for Mastra AI 10 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect GraphHopper through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"graphhopper": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "GraphHopper Agent",
instructions:
"You help users interact with GraphHopper " +
"using 10 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with GraphHopper?"
);
console.log(result.text);
}
main();
* 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.
Mastra's agent abstraction provides a clean separation between LLM logic and GraphHopper tool infrastructure. Connect 10 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
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 Mastra AI 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 Mastra AI via MCP
Follow these steps to integrate the GraphHopper MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 10 tools from GraphHopper via MCP
Why Use Mastra AI with the GraphHopper MCP Server
Mastra AI provides unique advantages when paired with GraphHopper through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add GraphHopper without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every GraphHopper tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
GraphHopper + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the GraphHopper MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query GraphHopper, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed GraphHopper as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query GraphHopper on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using GraphHopper tools alongside other MCP servers
GraphHopper MCP Tools for Mastra AI (10)
These 10 tools become available when you connect GraphHopper to Mastra AI 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 Mastra AI
Ready-to-use prompts you can give your Mastra AI 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 Mastra AI
Common issues when connecting GraphHopper to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpGraphHopper + Mastra AI FAQ
Common questions about integrating GraphHopper MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect GraphHopper with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
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 Mastra AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.