# Kelley Blue Book Valuation MCP for AI Agents AI Agent Connect > Kelley Blue Book Valuation gives your agent access to real-time vehicle values, trade-in estimates, and automotive market data. Use it to find precise pricing for cars, look up VIN details, and research specific trim levels or models across the entire KBB database. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_HigtdM1XVRRHFDpqrqs2nk4XDLJCcGaj7cwM8kgc/ai-agent-connect - **Tags:** vehicle-valuation, market-data, trade-in-value, automotive-research, pricing-data, car-discovery ## Description You can use this Connector to pull real-time automotive data directly into your chat. If you're trying to figure out what a used car is worth, your agent can pull trade-in estimates or private party values based on mileage and condition. It handles the heavy lifting of searching through thousands of makes and models so you don't have to browse endless tabs. You'll get specific trim details, technical specs, and even VIN lookups in seconds. This is a big part of why people use the Vinkius catalog to build out their research tools. It's built for anyone who needs to know what's happening in the car market right now without doing the manual digging. You can check regional pricing shifts or explore specific body styles for a trim without ever leaving your current workspace. ## Tools ### get_vehicle_valuation Get the estimated market value for a specific vehicle. This helps you find fair trade-in or private party prices. ### get_vehicle_details See full configuration and pricing details for a vehicle. It's great for getting exact specs on a model. ### list_makes_by_year See all vehicle makes for a specific year. Use this to browse available options in the KBB database. ### list_models_by_make List all vehicle models for a specific year and make. This helps you narrow down your search quickly. ### list_trim_styles List specific body styles like Sedan or SUV for a trim. It helps you identify different configurations. ### list_vehicle_trims List all available trims for a specific vehicle model. Use this to see every variation of a car. ### list_available_years Get a list of all years available in the KBB database. This is a good starting point for broad research. ### search_vehicles Search for vehicles by make, model, and year. This helps you find precise vehicle IDs for your research. ### get_vehicle_by_vin Lookup vehicle information using a VIN. This is the fastest way to get data on a specific car. ### get_market_trends Retrieve current market trends and pricing shifts. Use this to see how prices are moving in different regions. ## Prompt Examples **Prompt:** ``` What is the trade-in value for a 2020 Honda Civic with 30,000 miles? ``` **Response:** ``` Based on current KBB data for a 2020 Honda Civic in 'Good' condition with 30,000 miles in ZIP 90210: * **Estimated Trade-In Value:** $18,500 – $20,200 * **Private Party Value:** $21,000 – $22,500 *Note: Values may vary slightly based on the specific trim level and local demand.* ``` **Prompt:** ``` Search for vehicle models for Toyota in 2023. ``` **Response:** ``` Here are the Toyota models available for 2023: * **Camry** (ID: 123) * **Corolla** (ID: 456) * **RAV4** (ID: 789) * **Tacoma** (ID: 012) Would you like to see the specific trims or pricing for any of these models? ``` **Prompt:** ``` What are the current market trends for used cars? ``` **Response:** ``` Current market intelligence shows the following trends: | Trend | Status | Notes | | :--- | :--- | :--- | | **SUV Demand** | High | Prices remaining steady in urban areas | | **Sedan Depreciation** | Increasing | Faster depreciation noted in mid-size models | | **Regional Shift** | East Coast | Slight price drop in used trucks | Let me know if you want a deeper dive into a specific region or vehicle type. ``` ## Capabilities ### Get trade-in values Your agent pulls estimated market values for specific cars based on mileage and condition. ### Decode VINs Instantly get vehicle information by providing a 17-character identification number. ### Look up vehicle specs Retrieve full configuration details and trim levels for any specific model. ### Track market trends See current pricing shifts and regional market intelligence in real time. ### Browse car models Search through years, makes, and models to find specific vehicle IDs. ## Use Cases ### Pricing a vehicle for a private sale A seller asks their agent for a fair private party value for a 2018 Ford F-150 with 50k miles. The agent uses `get_vehicle_valuation` to provide a price range. ### Quickly decoding a VIN for a customer A dealership employee provides a VIN to their agent. The agent uses `get_vehicle_by_vin` to pull the full specs and trim levels instantly. ### Analyzing regional price shifts A financial analyst asks for current trends in the used SUV market. The agent uses `get_market_trends` to show pricing shifts and regional data. ### Building a list of specific car models A researcher needs to know every Toyota model available in 2023. The agent uses `list_models_by_make` to generate a complete list. ## Benefits - Get precise trade-in estimates by using `get_vehicle_valuation` to see what a car is worth today. - Pull full technical specs and trim details instantly with `get_vehicle_details` for precise research. - Decode vehicle information quickly using `get_vehicle_by_vin` to see what a specific VIN actually represents. - Track regional pricing shifts and broader market trends with `get_market_trends` to stay ahead of the curve. - Browse entire years and makes using `list_available_years` and `list_makes_by_year` to find exactly what you need. - Identify specific body styles for different trims using `list_trim_styles` to differentiate between SUV and Sedan models. ## How It Works The bottom line is you get accurate automotive market data without leaving your chat window. 1. Subscribe to the Kelley Blue Book Valuation MCP 2. Enter your KBB API key from the developer portal 3. Ask your agent to find car prices, specs, or market trends ## Frequently Asked Questions **Does the Kelley Blue Book Valuation MCP provide trade-in values?** Yes, it pulls estimated trade-in values based on the vehicle's year, make, model, mileage, and condition. **Can I use this to see if a car's price is fair?** Yes, you can ask your agent to check the market value for a specific car to see how it compares to a price you're considering. **Does it work for specific car trims and body styles?** It does. You can pull specific trim levels and body styles like SUVs or Sedans for almost any model in the KBB database. **Can I look up a car using its VIN?** Yes, you can provide a 17-character VIN to your agent, and it will retrieve the specific vehicle data for you. **Is this Connector good for car dealers?** It's a great tool for dealers to quickly check trade-in values and configuration details for their inventory management. **Can it show me regional car market trends?** Yes, it can retrieve current market trends and pricing shifts to help you understand regional pricing differences. **How do I get a KBB API Key?** You must register at the [**KBB Developer Portal**](https://developer.kbb.com/) and request access to the 'InfoDriver Web Service'. Access is typically granted to business entities and automotive professionals. **Does this tool support international valuations?** Kelley Blue Book primarily focuses on the North American market (USA and Canada). Valuations are based on regional data from these locations.