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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