auto-dev

VIN decoding and vehicle enrichment combine by passing a VIN to the agent, which chains endpoints to return build data, open recalls, photos, and estimated monthly payments. You can specify price, ZIP code, and down payment to calculate APR and total cost of ownership automatically.

Vehicle listings search supports filtering by make, model, year, price, mileage, ZIP code, distance radius, and state. The agent routes the query through available MCP tools, CLI commands, or API calls to return matching inventory results structured for export.

The agent detects available MCP tools, CLI commands, SDK methods, or direct API calls in order and routes requests accordingly. It enforces authentication, plan-tier endpoint selection, and batch operation safety rules across all access surfaces.

Recall checking queries unresolved recall status by VIN, then enriches the data with specs and build information. Results can be exported as structured data, enabling full pre-purchase due diligence workflows and multi-vehicle comparisons.

Payment and tax estimation accepts vehicle price, down payment, and ZIP code to calculate monthly payments, APR, interest rates, and estimated taxes. The agent integrates these calculations into VIN enrichment workflows alongside specs and recall data.

Multi-step vehicle comparison chains VIN decoding, specs, photos, recalls, payments, and total cost of ownership queries together. The agent processes natural-language instructions to produce structured comparison results and export enriched data for due diligence.