Mapbox (Maps & Geospatial) 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 Mapbox (Maps & Geospatial) through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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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: {
"mapbox-maps-geospatial": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Mapbox (Maps & Geospatial) Agent",
instructions:
"You help users interact with Mapbox (Maps & Geospatial) " +
"using 10 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Mapbox (Maps & Geospatial)?"
);
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 Mapbox (Maps & Geospatial) MCP Server
Connect your Mapbox account to any AI agent and take full control of world-class geocoding, navigation, and geospatial intelligence through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Mapbox (Maps & Geospatial) 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
- Geocoding & Search — Convert text addresses into precise geographic coordinates (GeoJSON) or perform reverse lookups to identify locations from GPS points directly
- Advanced Routing — Calculate driving, walking, or cycling directions between up to 25 points, including real-time traffic-aware ETA and turn-by-turn navigation data
- Trip Optimization — Solve the Traveling Salesperson Problem (TSP) by determining the most efficient order to visit multiple coordinates to minimize travel time
- Isochrone Analysis — Compute reachable area polygons within specific travel times (e.g., 'What areas are within a 15-minute walk?') for urban planning and delivery logic
- Road Snapping — Align noisy or distorted GPS traces perfectly onto the road network using native map matching configurations for accurate tracking
- Geospatial Intelligence — Query high-resolution elevation data for any coordinate or generate static map image URLs for rapid visual verification
- Logistics Matrices — Compute all-to-all travel times and distances between multiple origins and destinations to optimize fleet management workflows
The Mapbox (Maps & Geospatial) 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 Mapbox (Maps & Geospatial) to Mastra AI via MCP
Follow these steps to integrate the Mapbox (Maps & Geospatial) 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 Mapbox (Maps & Geospatial) via MCP
Why Use Mastra AI with the Mapbox (Maps & Geospatial) MCP Server
Mastra AI provides unique advantages when paired with Mapbox (Maps & Geospatial) through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Mapbox (Maps & Geospatial) 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 Mapbox (Maps & Geospatial) 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
Mapbox (Maps & Geospatial) + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Mapbox (Maps & Geospatial) MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Mapbox (Maps & Geospatial), process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Mapbox (Maps & Geospatial) as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Mapbox (Maps & Geospatial) on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Mapbox (Maps & Geospatial) tools alongside other MCP servers
Mapbox (Maps & Geospatial) MCP Tools for Mastra AI (10)
These 10 tools become available when you connect Mapbox (Maps & Geospatial) to Mastra AI via MCP:
generate_static_map
Generate a static map image URL centered on coordinates
geocoding_session
Perform autocomplete geocoding operations attached to a session
get_directions
Calculate driving, walking, or cycling directions between points
get_distance_matrix
Calculate a distance and travel time matrix between many points
get_elevation
Query elevation data for a specific coordinate point
get_isochrones
Calculate reachable areas within a specific travel time
reverse_geocode
Perform reverse geocoding to find places or addresses at a specific coordinate
search_places
Search for places, addresses, or POIs using Mapbox Geocoding
snap_to_road
Snap noisy GPS traces sequentially to a road network
solve_optimization
Solve trip optimization (Traveling Salesperson Problem)
Example Prompts for Mapbox (Maps & Geospatial) in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Mapbox (Maps & Geospatial) immediately.
"Find the coordinates for 'Golden Gate Bridge' in San Francisco"
"Get driving directions from New York to Philadelphia with traffic-aware ETA"
"What areas are within a 5-minute walk from '-73.9857,40.7484'?"
Troubleshooting Mapbox (Maps & Geospatial) MCP Server with Mastra AI
Common issues when connecting Mapbox (Maps & Geospatial) to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpMapbox (Maps & Geospatial) + Mastra AI FAQ
Common questions about integrating Mapbox (Maps & Geospatial) 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?
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Connect Mapbox (Maps & Geospatial) to Mastra AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.