ArcGIS MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add ArcGIS as an MCP tool provider through the 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="arcgis_agent",
tools=tools,
system_message=(
"You help users with ArcGIS. "
"10 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 ArcGIS MCP Server
Connect your ArcGIS account to any AI agent and take full control of your location and spatial intelligence through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use ArcGIS tools. Connect 10 tools through the 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 & Reverse Geocoding — Convert street addresses to coordinates instantly or discover the closest address to a specific longitude/latitude pair
- Batch Geocoding — Process bulk batches of up to 1000 geographical addresses in a single AI operation
- Route Solving — Calculate the optimal route between multiple stops, complete with turn-by-turn directions, travel time, and precise distances
- Vehicle Routing — Solve complex Vehicle Routing Problems (VRP) to optimize fleets and logistics deliveries
- Service Area Analysis — Calculate drive-time, walk-time, or travel-distance polygons reachable from a specific facility
- Origin-Destination Matrices — Compute travel constraints and cost matrices between multiple origins and tracking destinations
The ArcGIS MCP Server exposes 10 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 ArcGIS to AutoGen via MCP
Follow these steps to integrate the ArcGIS 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 10 tools from ArcGIS automatically
Why Use AutoGen with the ArcGIS MCP Server
AutoGen provides unique advantages when paired with ArcGIS through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use ArcGIS tools to solve complex tasks
Role-based architecture lets you assign ArcGIS 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 ArcGIS tool calls
Code execution sandbox: AutoGen agents can write and run code that processes ArcGIS tool responses in an isolated environment
ArcGIS + AutoGen Use Cases
Practical scenarios where AutoGen combined with the ArcGIS MCP Server delivers measurable value.
Collaborative analysis: one agent queries ArcGIS while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from ArcGIS, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using ArcGIS data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process ArcGIS responses in a sandboxed execution environment
ArcGIS MCP Tools for AutoGen (10)
These 10 tools become available when you connect ArcGIS to AutoGen via MCP:
batch_geocode_addresses
Addresses must be provided as an ArcGIS-compatible JSON array string. Geocode a bulk batch of up to 1000 addresses
calculate_od_matrix
Calculate travel time and distances between multiple origins and destinations
calculate_service_area
Facilities specified as lon,lat. Calculate drive-time, walk-time, or travel-distance service areas
find_address_candidates
Use this to turn text addresses into latitude and longitude. Find an address or place using ArcGIS Geocoding
find_address_country
g., USA, BRA, FRA). Ensures results are geographically bounded. Find an address filtered by a specific country
reverse_geocode
Coordinate format must be lon,lat (e.g. -117.19,34.05). Discover the closest address to a specific location (lon,lat)
solve_nav_route
Point sequence must be provided as lon,lat;lon,lat. Returns detailed turn-by-turn directions, travel time, and distance. Find the best route between two or more locations
solve_vehicle_routing
Takes an ArcGIS Orders JSON mapping string detailing the stops. Solve a Vehicle Routing Problem (VRP) for a fleet
suggest_geocoding
Use this to help users select valid addresses before performing a full geocode request. Get autocomplete suggestions for partial addresses or place names
suggest_location_bias
Get autocomplete suggestions biased towards a specific location
Example Prompts for ArcGIS in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with ArcGIS immediately.
"What is the closest address to coordinates -117.19, 34.05?"
"Find the optimal driving route visiting stops -122.4,37.7 and -122.5,37.8."
"Resolve the coordinate location for 'Central Park' but restrict the search strictly to the USA."
Troubleshooting ArcGIS MCP Server with AutoGen
Common issues when connecting ArcGIS to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"ArcGIS + AutoGen FAQ
Common questions about integrating ArcGIS 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?
Connect ArcGIS with your favorite client
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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 ArcGIS to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.