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Wherobots MCP Server

Connect your account, then chat with AI to run tools.

Wherobots offers a suite of tools for managing and querying spatial data, including catalog listings and database hierarchies. This server is ideal for developers and data analysts working with geospatial information.

Official server
Agent guide included
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AI Skill
SKILL.md

Domain knowledge for Wherobots — workflow patterns, data models, and gotchas for your AI agent.

Wherobots provides a full-featured platform for managing and analyzing spatial data through catalog-based data organization and SQL querying capabilities. This service is designed for geospatial analytics, location intelligence, and spatial data science workflows.

Core Capabilities

Data Discovery & Exploration: Browse hierarchical data catalogs to discover available spatial datasets. Navigate through catalogs, databases, and tables to understand data organization and find relevant geospatial information.

Spatial Query Generation: Generate optimized spatial SQL queries for location-based analysis, geometric operations, and geospatial aggregations. Handles complex spatial relationships and geographic computations.

Query Execution: Run SQL queries directly against Wherobots catalogs with built-in spatial functions and optimizations for large-scale geospatial datasets.

Documentation Access: Search platform documentation to understand spatial functions, query patterns, and best practices for geospatial analysis.

Domain Model

Data is organized in a three-tier hierarchy: Catalogs (top-level containers) → Databases (logical groupings) → Tables (actual spatial datasets). Each table contains geospatial data with specific schemas, coordinate systems, and spatial indexes.

Workflow Templates

The service provides structured workflows for spatial query building, SQL debugging, and catalog exploration. Always start with documentation search, then explore catalogs to understand available data before generating queries.

Best Practices

Always describe tables before writing queries to understand schema and spatial columns. Test queries before deployment. Use the hierarchical exploration approach to efficiently discover relevant spatial datasets.

Frequently Asked Questions

What is the Wherobots MCP server?

Wherobots offers a suite of tools for managing and querying spatial data, including catalog listings and database hierarchies. This server is ideal for developers and data analysts working with geospatial information. It provides tools that AI agents can use through the Model Context Protocol (MCP).

How do I connect Wherobots to my AI agent?

Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/wherobots-mcp. Authentication is handled automatically.

What authentication does Wherobots require?

Wherobots uses API Key. Wherobots requires credentials. Connect via MCPBundles and authentication is handled automatically.

Setup Instructions

Connect Wherobots to any MCP client in minutes

https://mcp.mcpbundles.com/bundle/wherobots-mcp

What is MCP?

Model Context Protocol lets AI tools call external capabilities securely through a single URL. This bundle groups tools behind an MCP endpoint that many clients can use.

Use this bundle in 3 steps

  1. Copy the MCP URL above
  2. Open your AI tool and add a new MCP/connector
  3. Paste the URL and follow any auth prompts

Claude Desktop Users

Skip the manual setup! Use the .mcpb file format for one-click installation. Check the Claude Desktop tab for setup instructions.

Pick your tool tab for exact steps

Select ChatGPT, Cursor, Claude Code, or another tab for copy-paste config.

Ready to use Wherobots?

Sign in to connect your credentials and start running tools from the chat.

Wherobots MCP Server & Skill