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
- OpenCode installed with a modern terminal emulator.
- A Wherobots Account within a Professional or Enterprise Organization. See Create a Wherobots Account.
- A Wherobots API key.
Install and configure
Configure the MCP Server
In your terminal, run To persist this across sessions, add the export to your shell profile (e.g.,
opencode mcp add and configure the following settings:- MCP server name:
wherobots-mcp-server(or any name you prefer) - MCP server type:
Remote - MCP server URL:
https://api.cloud.wherobots.com/mcp/ - OAuth authentication:
No
~/.zshrc or ~/.bashrc).Restart OpenCode after adding the server.OpenCode requires using a modern terminal emulator for the most optimal experience.
Install Agent Skills
Agent Skills give your AI assistant structured context about Wherobots workflows, APIs, and best practices.
Install the CLI (optional)
The Wherobots CLI wraps the full Wherobots API into a single binary for job submission, log streaming, and automation.Set your API key (if not already set above):Verify the connection:
Verify everything works
Ask a test question in OpenCode:Show me the catalogs in my OrganizationIf configured correctly, OpenCode will call the Wherobots MCP server (showing a tool such as
list_catalogs) and return the catalogs available in your Organization.
If you installed the CLI, verify the connection:
Next steps
MCP Server Best Practices
Common tasks, example prompts, and cost considerations for the MCP Server.
MCP Server Demo Videos
Watch the MCP Server automate catalog discovery, spatial queries, and notebook generation.
Agent Skills
Learn more about available skills and installation options.
Agentic Terminal Usage
Use the CLI with OpenCode for natural language job management.
CLI Reference
Submit jobs, stream logs, and access the full Wherobots API.
MCP Server vs CLI
Understand when to use the MCP Server vs. the CLI.

