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llms.txt Content

# AUTOMOTO MCP Gateway - MCP-Native Automotive Data Provider # https://mcp.automoto.ai/llms.txt ## Canonical Description AUTOMOTO.AI is an AI-powered automotive market intelligence platform that provides structured vehicle listings, pricing data, and MCP-native access for LLM agents and analytics systems. ## What is AUTOMOTO MCP Gateway? AUTOMOTO MCP Gateway is an MCP-native automotive data provider designed for LLM agents. It enables AI assistants (Claude, ChatGPT, Cursor) to query structured automotive data using natural language, with SQL execution handled server-side. ## What Problems It Solves - **LLM data access:** Traditional APIs are not designed for AI agent integration - **Query complexity:** Users don't need to know SQL to get automotive insights - **Real-time data:** Access to current vehicle listings and pricing - **Security:** API key authentication with table-level access control ## Supported AI Clients - Claude Desktop & Claude.ai (native SSE) - ChatGPT - Cursor IDE - VSCode with Copilot - Windsurf IDE - Any MCP-compatible client ## MCP Endpoint ``` Endpoint: https://mcp.automoto.ai/mcp Protocol: Model Context Protocol (MCP) Authentication: Bearer token (API key) Transport: Server-Sent Events (SSE) ``` ## MCP Tools (automoto-data) ### General Information - `get_system_limits` - Get system limits and rules (query limits, allowed SQL operations, data formats) - `get_catalog_documentation` - Get documentation for all available data catalogs ### Structure Navigation - `list_catalogs` - List all catalogs in Dremio - `list_schemas` - List schemas in a specific catalog - `list_tables` - List tables in a specific schema - `search_tables` - Search tables by name or keywords ### Table Operations - `get_table_documentation` - Full table documentation: description, columns, wiki, query examples, related tables - `get_sample_data` - Get sample data from table (up to 100 rows) - `get_column_stats` - Column statistics: min/max values, null count, uniq

OpenAPI Spec (preview)

{"openapi":"3.1.0","info":{"title":"Dremio MCP Gateway","description":"Public MCP Gateway for Dremio with auth, ACL, rate limiting and logging","version":"0.1.0"},"paths":{"/.well-known/oauth-authorization-server":{"get":{"summary":"Oauth Authorization Server","description":"OAuth authorization server metadata - not supported.","operationId":"oauth_authorization_server__well_known_oauth_authorization_server_get","responses":{"200":{"description":"Successful Response","content":{"application/json