Component Overview
Wherobots’ Agentic Tools consist of the following components that work together to provide our agentic experience:MCP Server
MCP Server
Connects your AI assistant to Wherobots Cloud for catalog exploration, Spatial SQL generation, and query execution.
Agent Skills
Agent Skills
Gives your AI assistant domain-specific Wherobots knowledge for more accurate commands and fewer errors.
Wherobots CLI
Wherobots CLI
Wraps the full Wherobots API into a single binary for job submission, log streaming, and automation.
Why use Wherobots’ agentic tools?
Wherobots’ agentic tools connect your AI assistant to Wherobots Cloud and your local development environment so you can interact with your spatial data, catalogs, and jobs in a more intuitive way.Explore your spatial catalog conversationally
Explore your spatial catalog conversationally
The MCP Server connects your AI assistant to Wherobots Cloud so you can browse catalogs, databases, and table schemas (including Overture Maps and your own datasets) by asking questions in plain language instead of navigating the console.
Generate Spatial SQL without memorizing functions
Generate Spatial SQL without memorizing functions
Describe a geospatial task (e.g. “find buildings within 500m of this point”) and the MCP Server returns optimized Spatial SQL using WherobotsDB’s ST functions, spatial joins, and indexing patterns.
Submit and monitor Wherobots jobs from your editor
Submit and monitor Wherobots jobs from your editor
Use the CLI or the extension to submit Spark job runs, stream logs in real time, check resource metrics, and cancel jobs without leaving your editor or terminal.
Get Wherobots-aware AI assistance
Get Wherobots-aware AI assistance
Agent Skills teach your AI assistant Wherobots-specific APIs, query patterns, and workflow sequences so it produces correct
wherobots CLI commands, valid MCP tool calls, and accurate notebook code on the first try.Before you start
- Antigravity installed.
-
A Wherobots Account within a Community, Professional, or Enterprise Organization. See Create a Wherobots Account.
Organization Availability: Available to all Wherobots Organization Editions.
- Community Edition Organizations can create and run local notebooks against the Tiny and Micro runtimes.
- Professional or Enterprise Organizations are required for job submission, the Wherobots MCP server, and additional compute tiers. For more information, see Upgrade Organization or Organization Editions.
- An AI assistant extension installed in your editor (for AI-assisted features).
Install the extension
Run the following command in your terminal:Configure the extension
After installation, set your API key to connect to Wherobots Cloud.Open the Command Palette
To open the Command Palette, click the search bar at the top of your editor and type 
>wherobots:.
Set your API key
- If you don’t have an API key yet, click
Wherobots: Generate API Key on Wherobots Cloudto create one. - Click
Wherobots: Set API Keyand enter your existing or newly created Wherobots API key when prompted, then press Enter.
API keys are stored securely in your editor’s Secret Storage.
Verify the installation
To confirm the extension is installed and configured correctly:Open the Command Palette
To open the Command Palette, click the search bar at the top of your editor and type 
>wherobots:.
Configure the MCP Server
The Wherobots MCP Server enables AI assistants to explore your spatial data catalogs, generate Spatial SQL, and execute queries. Configure it manually:Add the MCP server
Open the Command Palette (⌘ + Shift + P on macOS, Ctrl + Shift + P on Windows/Linux).
- Type MCP: Add Server and select it.
- Select HTTP (HTTP or Server-Sent Events) as the server type.
- Enter the URL:
https://api.cloud.wherobots.com/mcp/ - Enter a name for the server (e.g.,
wherobots-mcp-server).
Add your API key
Your Save the file.
mcp.json file opens automatically. Add a headers object with your Wherobots API key:Install Agent Skills
Agent Skills give your AI assistant domain-specific knowledge about Wherobots workflows, APIs, and best practices.
Pin the extension
Right-click the Activity Bar (the vertical icon bar on the left side of your editor).A menu will appear showing all available extensions.
Verify everything works
- Open your AI assistant’s chat panel.
- Select Agent as the chat mode (if available).
- Ask a test question:
Show me the catalogs in my Organization
- If successful, the assistant will call
list_catalogsand display your available catalogs. - Open the Command Palette and type MCP: List Servers to confirm the server appears.
Next steps
Browse Your Data
Browse catalogs, schemas, and tables in the Data Hub sidebar.
AI-Assisted Notebooks
Create and connect local notebooks to remote Wherobots compute.
Submit Job Runs
Submit Python scripts as Wherobots job runs from your editor.
MCP Server Best Practices
Common tasks, example prompts, and cost considerations for the MCP Server.


