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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.
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Live probe refreshed Sep 18, 2026 · Endpoint host api.cloud.wherobots.com
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.
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.
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.
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.
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.
Wherobots requires sign-in before tools can be listed. Connect the MCP server to inspect the live tool list in your client.
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Connect straight to this server’s public endpoint.
https://api.cloud.wherobots.com/mcp/This server needs a sign-in. MCPBundles handles that setup once — then chat here with saved access and a log of what ran.
Opens MCPBundles Studio with this server selected. After sign-in, chat and run tools from the same thread.
This server uses the MCP protocol with a live tool list. Tools are discovered when your MCP client connects (often after authentication), so they are not enumerated on this public page. Open Studio or connect from your client to see the tools available to your workspace.
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 MCP tools that your client discovers when it connects (this page may not list every tool name) that AI agents can use through the Model Context Protocol (MCP).
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.
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Wherobots is a remote MCP server. The live tool list is supplied by the server when your MCP client connects, so the count is not fixed on this public page. After you connect in MCPBundles Studio or your client, you will see the tools your session can call. A SKILL.md is still included to guide your agent on capabilities and workflows.
Wherobots uses API Key. Wherobots requires credentials. Connect via MCPBundles and authentication is handled automatically.
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