Mapbox MCP Server for AutoGen 8 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Mapbox as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="mapbox_agent",
tools=tools,
system_message=(
"You help users with Mapbox. "
"8 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(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 MCP Server
Connect to Mapbox and access world-class location services through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mapbox tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Geocoding — Convert addresses, place names and POIs to coordinates and structured addresses
- Reverse Geocoding — Convert GPS coordinates to human-readable addresses
- Directions — Get driving, walking and cycling routes with step-by-step instructions
- Distance Matrix — Calculate travel times and distances between multiple locations
- Isochrones — Show areas reachable within a specific time or distance
- Elevation — Get elevation data for any coordinates
- Static Maps — Generate map image URLs for any location
- Nearby Search — Find points of interest near coordinates
The Mapbox MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen 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 to AutoGen via MCP
Follow these steps to integrate the Mapbox MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 8 tools from Mapbox automatically
Why Use AutoGen with the Mapbox MCP Server
AutoGen provides unique advantages when paired with Mapbox through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mapbox tools to solve complex tasks
Role-based architecture lets you assign Mapbox tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Mapbox tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Mapbox tool responses in an isolated environment
Mapbox + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Mapbox MCP Server delivers measurable value.
Collaborative analysis: one agent queries Mapbox while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Mapbox, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Mapbox data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Mapbox responses in a sandboxed execution environment
Mapbox MCP Tools for AutoGen (8)
These 8 tools become available when you connect Mapbox to AutoGen via MCP:
geocode
Returns the place name, coordinates, address components (street, city, state, postal code, country), place type and bounding box. Use this to find coordinates for use with directions, distance matrix and other tools. Convert a place name to coordinates
get_directions
Returns route distance, duration, geometry, step-by-step instructions and maneuver data. Supports driving (mapbox/driving), walking (mapbox/walking) and cycling (mapbox/cycling) profiles. Coordinates are semicolon-separated "longitude,latitude" pairs (e.g. "-77.0365,38.8977;-74.006,40.7128" for DC to NYC). Get driving, walking or cycling directions
get_distance_matrix
Useful for logistics, delivery routing and travel planning. Returns a matrix of durations (seconds) and distances (meters) between all source-destination pairs. Coordinates are semicolon-separated "lon,lat" pairs. Supports driving, walking and cycling profiles. Get travel times between multiple origins and destinations
get_elevation
Useful for hiking, aviation and geographic research. Coordinates are comma-separated "lon,lat" pairs. Get elevation for coordinates
get_isochrone
Returns polygon contours showing the reachable area. Useful for determining service areas, commute ranges and accessibility. Coordinates are "lon,lat". Get reachable area within a time or distance
get_static_map
Returns a direct image URL that can be used in markdown, HTML or downloaded. Supports customizable zoom level and image dimensions. Generate a static map image for a location
reverse_geocode
Returns the nearest address, city, state, country and other location details. Convert coordinates to an address
search_nearby
Returns nearby places with names, addresses, categories, distances and coordinates. Use query to search for specific types of places (e.g. "restaurant", "gas station", "hotel"). Search for places near coordinates
Example Prompts for Mapbox in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Mapbox immediately.
"Geocode '1600 Pennsylvania Ave, Washington DC'."
"Get driving directions from San Francisco to Los Angeles."
"Show me the area reachable within 15 minutes driving from Times Square, NYC."
Troubleshooting Mapbox MCP Server with AutoGen
Common issues when connecting Mapbox to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Mapbox + AutoGen FAQ
Common questions about integrating Mapbox MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Mapbox to AutoGen
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.