Mapillary MCP Server for Mastra AI 7 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect Mapillary 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: {
"mapillary": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "Mapillary Agent",
instructions:
"You help users interact with Mapillary " +
"using 7 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with Mapillary?"
);
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 Mapillary MCP Server
Connect to Mapillary and access the world's largest street-level imagery platform through natural conversation.
Mastra's agent abstraction provides a clean separation between LLM logic and Mapillary tool infrastructure. Connect 7 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
- Image Search — Search street-level images by geographic bounding box
- Image Details — Get image metadata including GPS coordinates, capture date, compass angle and sequence
- Sequence Search — Find image sequences (connected images along routes) by area
- Map Features — Search detected traffic signs, objects and road markings by area
- Object Detections — Get all detected objects in a specific image
The Mapillary MCP Server exposes 7 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 Mapillary to Mastra AI via MCP
Follow these steps to integrate the Mapillary 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 7 tools from Mapillary via MCP
Why Use Mastra AI with the Mapillary MCP Server
Mastra AI provides unique advantages when paired with Mapillary through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add Mapillary 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 Mapillary 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
Mapillary + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the Mapillary MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query Mapillary, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed Mapillary as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query Mapillary on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using Mapillary tools alongside other MCP servers
Mapillary MCP Tools for Mastra AI (7)
These 7 tools become available when you connect Mapillary to Mastra AI via MCP:
get_detection_value
Returns the detected value, type, GPS coordinates and image association. Get details for a specific object detection
get_image
Returns image ID, capture date/time, GPS coordinates, compass angle, sequence ID, organization and thumbnail URL. Use fields parameter to request additional data like "geometry,compass_angle,captured_at,sequence,thumb_256_url,thumb_1024_url,altitude". Get details for a specific Mapillary image
get_image_detections
Returns detection values, types, geometry and confidence scores. Get object detections for a specific image
get_map_features
Returns feature type, value, GPS coordinates and detection confidence. Useful for traffic sign inventory and road infrastructure analysis. Search map features (traffic signs, objects) by area
get_sequence
Returns sequence ID, creation date and related images. Get details for a specific image sequence
search_images
Returns image IDs, coordinates, capture dates, compass angles and sequence IDs. Bbox format: min_lon,min_lat,max_lon,max_lat (e.g. "-0.15,51.50,-0.10,51.52" for central London). Search street-level images by geographic area
search_sequences
Returns sequence IDs and metadata for all sequences that pass through the area. Search image sequences by geographic area
Example Prompts for Mapillary in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with Mapillary immediately.
"Find street-level images in central London."
"Search for traffic signs in São Paulo."
"Get object detections for image abc123."
Troubleshooting Mapillary MCP Server with Mastra AI
Common issues when connecting Mapillary to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpMapillary + Mastra AI FAQ
Common questions about integrating Mapillary 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 Mapillary 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 Mapillary to Mastra AI
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.