KBB Valuation MCP. Get trade-in and market values instantly.
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Kelley Blue Book Valuation MCP Server gives you real-time vehicle market data. Use it to search for cars by year, make, or model.
Get precise trade-in values using a VIN, mileage, and condition. It lets you track market trends and check specific technical specs.
Stop guessing what a car is worth; get the official KBB valuation directly in your agent.
What your AI agents can do
Get market trends
Retrieves current market trends and pricing shifts for vehicles.
Get vehicle by vin
Looks up detailed vehicle information using a 17-character VIN.
Get vehicle details
Gets full technical specifications and pricing details for a specific vehicle model.
You pass the agent a car's details (year, make, model, mileage, condition, ZIP) and it returns the estimated trade-in or private party market value.
You give the agent a 17-character Vehicle Identification Number, and it retrieves all associated technical specifications and ownership details.
You specify a vehicle model and trim, and the agent pulls the full list of technical configurations and pricing data.
You give the agent a year, and it guides you through available makes, then models, and finally trims.
You ask about market trends, and the agent returns data on regional pricing changes and overall market shifts.
Ask AI about this MCP
Supported MCP Clients
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Kelley Blue Book Valuation: 10 Tools for Automotive Data
These tools let your agent access the entire KBB database. You can search for vehicles, check market values, pull VIN data, and map out every make and model available.
019d844eget market trends
Retrieves current market trends and pricing shifts for vehicles.
019d844eget vehicle by vin
Looks up detailed vehicle information using a 17-character VIN.
019d844eget vehicle details
Gets full technical specifications and pricing details for a specific vehicle model.
019d844eget vehicle valuation
Calculates the estimated market value for a specific vehicle based on its condition and mileage.
019d844elist available years
Retrieves a list of all years available in the KBB database.
019d844elist makes by year
Lists all vehicle manufacturers available for a specific year.
019d844elist models by make
Lists all vehicle models for a specific year and manufacturer.
019d844elist trim styles
Lists specific body styles (e.g., Sedan, SUV) for a vehicle trim.
019d844elist vehicle trims
Lists all available trim levels for a specific vehicle model.
019d844esearch vehicles
Searches for vehicles using combinations of make, model, and year.
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What you can do with this MCP connector
Kelley Blue Book Valuation MCP Server gives you real-time data on what cars are worth. You can use it to find a car's value by year, make, or model, or check its value using a VIN. It lets you track market trends and pull specific technical specs. Stop guessing what a car is worth; get the official KBB valuation right in your agent.
Using get_vehicle_valuation, you give your agent a car's details—like year, make, model, mileage, condition, and ZIP—and it spits out the estimated trade-in or private party market value. get_vehicle_by_vin takes a 17-character VIN and pulls all the associated technical specs and ownership details. get_market_trends returns data on regional pricing changes and overall market shifts. get_vehicle_details pulls the full list of technical configurations and pricing data when you specify a vehicle model and trim.
To search for cars, search_vehicles finds vehicles using combinations of make, model, and year. If you're mapping out options, list_available_years pulls a list of all years in the KBB database. From there, you use list_makes_by_year to list all manufacturers for that year. Next, list_models_by_make lists all models for that year and manufacturer.
You can then use list_vehicle_trims to list every available trim level for a specific model, or list_trim_styles to list specific body styles, like Sedan or SUV. You can also use list_makes_by_year to pull all makes available for a given year.
How KBB Valuation MCP Works
- 1 Subscribe to the server and plug in your KBB API Key.
- 2 Tell your AI client what you need (e.g., 'What's the value of a 2020 Honda Civic?').
- 3 The agent runs the necessary tools (like
search_vehiclesthenget_vehicle_valuation) and gives you the final number.
The bottom line is you tell your agent what you're looking for, and it executes the complex KBB lookups for you.
Who Is KBB Valuation MCP For?
Anyone dealing with vehicles for profit or research. If your job involves buying, selling, or assessing assets—especially cars—you need this. It takes the guesswork out of pricing and gives you reliable, data-backed numbers, every time.
Retrieves accurate trade-in values for inventory management and pricing cars for resale.
Checks the fair market price of a vehicle before negotiating a purchase or sale.
Monitors automotive market trends and depreciation rates for investment reports.
Accesses detailed technical specifications and model configurations for market studies.
What Changes When You Connect
- Get accurate trade-in values. Instead of guessing, use
get_vehicle_valuationto calculate a reliable market price based on condition and mileage. - Check any car by VIN. The
get_vehicle_by_vintool instantly pulls all data from a 17-character VIN, skipping manual lookup steps. - Map out vehicle options. Use
list_makes_by_yearfollowed bylist_models_by_maketo systematically find every available vehicle type for a given year. - Track market changes.
get_market_trendsshows you how regional pricing shifts affect your buying or selling decisions. - Get full specs. Need to know the difference between trim levels?
get_vehicle_detailsgives you all the technical specs and configuration data you need. - Discover available cars. The
search_vehiclestool lets you find specific makes, models, and years quickly, guiding you through the entire KBB database.
Real-World Use Cases
Need to price a car for sale.
You have a 2018 Ford Explorer. You ask your agent for the trade-in value. The agent uses search_vehicles to confirm the ID, then runs get_vehicle_valuation using the mileage and condition you provide. You get a precise, actionable price range.
Investigating a stranger's vehicle.
You receive a random VIN. Instead of calling the manufacturer, you send the VIN to your agent. The agent runs get_vehicle_by_vin and returns the car's full history and technical specs immediately.
Building a database of model options.
You need to know every possible trim for a 2022 Toyota Camry. You ask your agent to start the sequence: list_makes_by_year -> list_models_by_make -> list_vehicle_trims. This gives you a full list of options for your research.
Assessing market risk before buying.
Before committing to a purchase, you ask about market trends. The agent uses get_market_trends to show if regional pricing is dropping or spiking, helping you decide if it's the right time to buy.
The Tradeoffs
Guessing the VIN.
Just typing '2020 Honda Civic' and hoping the agent knows the VIN. This fails because the agent needs the specific 17-character VIN for accurate data.
→
Always use the get_vehicle_by_vin tool with the full 17-character number. This ensures the agent pulls the exact, accurate record, not just a general estimate.
Skipping model mapping.
Asking for the value of a 'Sedan' without knowing the specific model year. The agent can't provide a value because the model data is too broad.
→
First, run list_makes_by_year to find the manufacturer, then use list_models_by_make to narrow down the specific model and year before checking valuation.
Using generic searches.
Asking for 'all SUVs' in a given state. This is too vague. The agent needs a specific Make, Model, and Year to search accurately.
→
Use the search_vehicles tool. You must provide the make, model, and year to get a targeted result set.
When It Fits, When It Doesn't
Use this server if your job requires reliable, structured vehicle data—specifically valuation, VIN lookups, or model mapping. It’s built for people who need to know what a car is worth or what a car's exact specs are.
Don't use this if you only need general knowledge (e.g., 'What is the best car for commuting?'). For that, general LLMs are fine. Also, if you need data outside of US vehicle market history (e.g., European or Chinese models), this server won't help.
This server shines when you need a sequence of calls: find the general type (list_makes_by_year), narrow it down (list_models_by_make), and then get the final number (get_vehicle_valuation).
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Kelley Blue Book. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 10 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Available Capabilities
Manually calculating car values is a nightmare.
Right now, figuring out a car's value means opening multiple tabs. You check KBB, then you check local classifieds. You cross-reference mileage, condition, and the ZIP code manually. You copy-paste the year, make, and model into different web forms, and you spend 15 minutes just to get a rough estimate.
With this MCP server, you just tell your agent what you have. It handles the multi-step lookup—finding the ID, checking the market data, and giving you the range—in a single chat response. You get the precise valuation number, fast.
Kelley Blue Book Valuation MCP Server
The tedious work of traversing the KBB database—checking years, then makes, then models, then trims—is gone. You never have to manually navigate the KBB website structure again.
Your agent does the heavy lifting. You talk to it like a person, and it executes the complex API calls needed to give you the right data.
Common Questions About KBB Valuation MCP
How do I use the get_vehicle_valuation tool? +
You must provide the agent with the year, make, model, mileage, condition, and ZIP code. The agent uses these parameters to fetch the estimated market value.
Can I use get_vehicle_by_vin for anything other than valuation? +
No. get_vehicle_by_vin pulls the complete technical record for the VIN, including specs, not just the price. This is useful for deeper research than just pricing.
What is the best way to find available car models? +
Start by using list_available_years to set the year. Then, run list_makes_by_year to get the manufacturers for that year, followed by list_models_by_make.
Do I need to run search_vehicles for valuation? +
No. While search_vehicles helps you find the ID, the dedicated get_vehicle_valuation tool is the most direct way to get the estimated price range.
Does the MCP Server handle historical pricing trends? +
Yes, use the get_market_trends tool. It retrieves current data on regional pricing shifts, helping you assess the market's current direction.
How do I use list_available_years to build a vehicle search sequence? +
You first call list_available_years to get a list of supported years. Then, use that year with list_makes_by_year to narrow down options. This sequential approach lets you systematically build out a comprehensive search list.
What is the function of search_vehicles when I know the make and model? +
The search_vehicles tool finds specific vehicle IDs based on make, model, and year. It's faster than listing everything. You get a precise starting point for getting detailed specs or valuations.
Can I use get_vehicle_details to check a vehicle's body style (e.g., Sedan or SUV)? +
Yes, get_vehicle_details provides full technical specifications, including the body style. You'll also find access to the list_trim_styles tool, which lists specific body styles for a given trim.
How do I get a KBB API Key? +
You must register at the KBB Developer Portal 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.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
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