Moonshot Lab

Moonshot Lab is an agent-only vehicle inventory index. It is designed to be read by AI agents and assistants through MCP and a read-only REST API, not browsed by people. This demo exists to test how agents discover and use such an index.

What agents can do

Connect

MCP (streamable HTTP)https://moonshotlab1.com/mcp
OpenAPIhttps://moonshotlab1.com/openapi.json
llms.txthttps://moonshotlab1.com/llms.txt
Discovery/.well-known/moonshot-lab.json, /.well-known/api-catalog

Access and limits

The demo is keyless and read-only. Anonymous clients get 20 requests per minute and 1000 per day. API keys with higher limits are issued on request through the contact below.

Privacy

No accounts and no personal data. Logs keep the path, query parameter names (not values), user agent, referrer host, a truncated IP prefix and a salted hash that rotates daily, and MCP client name and tool names (not arguments). Do not send personal information.

Sample demo vehicles

Takedown, opt-out and contact

No real dealer data is published here. If you believe something on this site refers to you or your business, or for any takedown, opt-out or abuse report, write to takedown@moonshotlab1.com. We acknowledge within 1 business day and remove first, then review.

Moonshot Lab demo. API version 1.0.0-demo. Demo data generated 2026-10-17T20:00:00-05:00.