Bring Spatial Analysis
to AutoGen
Create your Vinkius account to connect ArcGIS to AutoGen and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the ArcGIS MCP Server?
Connect your ArcGIS account to any AI agent and take full control of your location and spatial intelligence through natural conversation.
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
How it works
- Subscribe to this server
- Enter your ArcGIS Developer API Key
- Start exploring and calculating spatial data from Claude, Cursor, or any MCP-compatible client
No more switching tabs to specialized GIS dashboards. Your AI agent acts as a fully integrated geoprocessing command center.
Who is this for?
- Logistics teams — optimize fleet routes, trace deliveries, and calculate exact driving times without leaving your operations workflow
- Retail businesses — map out service areas and understand the geographic reach of your new store locations
- Real estate agents — automate batch address queries and enrich property listings with hyper-local context
- Data scientists — clean and resolve coordinate anomalies using the powerful ArcGIS suggestion engine
Built-in capabilities (10)
Addresses must be provided as an ArcGIS-compatible JSON array string. Geocode a bulk batch of up to 1000 addresses
Calculate travel time and distances between multiple origins and destinations
Facilities specified as lon,lat. Calculate drive-time, walk-time, or travel-distance service areas
Use this to turn text addresses into latitude and longitude. Find an address or place using ArcGIS Geocoding
g., USA, BRA, FRA). Ensures results are geographically bounded. Find an address filtered by a specific country
Coordinate format must be lon,lat (e.g. -117.19,34.05). Discover the closest address to a specific location (lon,lat)
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
Takes an ArcGIS Orders JSON mapping string detailing the stops. Solve a Vehicle Routing Problem (VRP) for a fleet
Use this to help users select valid addresses before performing a full geocode request. Get autocomplete suggestions for partial addresses or place names
Get autocomplete suggestions biased towards a specific location
Why AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use ArcGIS tools. Connect 10 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.
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Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use ArcGIS tools to solve complex tasks
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Role-based architecture lets you assign ArcGIS tool access to specific agents. a data analyst queries while a reviewer validates
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Human-in-the-loop support: agents can pause for human approval before executing sensitive ArcGIS tool calls
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Code execution sandbox: AutoGen agents can write and run code that processes ArcGIS tool responses in an isolated environment
ArcGIS in AutoGen
Why run ArcGIS with Vinkius?
The ArcGIS connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect ArcGIS using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
ArcGIS and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect ArcGIS to AutoGen through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
ArcGIS for AutoGen
Every request between AutoGen and ArcGIS is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can my AI agent process a spreadsheet of hundreds of addresses into coordinates automatically?
Yes. Simply share an array or JSON of addresses, and your agent can use the batch geocoding tool to process up to 1000 records in a single API call, returning precise latitude and longitude faster than any manual lookup.
How can I figure out the optimal driving route between 5 delivery stops?
Share the coordinates of your multiple stops (lon,lat) with your AI agent. It utilizes the ArcGIS route solving engine to compute the fastest sequential path and returns a detailed breakdown of turn-by-turn directions and exact travel estimates.
Can I search for a location but strictly within a particular country?
Absolutely. You can request the agent to geocode a place and pass a specific ISO country code (e.g., FRA for France, USA for United States). This ensures your spatial results are strictly bounded to that region, ideal for local datasets.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call ArcGIS tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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