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Vehicle Database MCP Server

Vehicle Database MCP Server

Vehicle Database MCP Server

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用于访问 Vehicle Database API 的 MCP 服务器。

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Related MCP server: CarsXE

简介

这是一个 MCP 服务器,用于访问 Vehicle Database API。

  • PyPI 包名: bach-vehicle_database

  • 版本: 1.0.0

  • 传输协议: stdio

安装

从 PyPI 安装:

pip install bach-vehicle_database

从源码安装:

pip install -e .

运行

方式 1: 使用 uvx(推荐,无需安装)

# 运行(uvx 会自动安装并运行)
uvx --from bach-vehicle_database bach_vehicle_database

# 或指定版本
uvx --from bach-vehicle_database@latest bach_vehicle_database

方式 2: 直接运行(开发模式)

python server.py

方式 3: 安装后作为命令运行

# 安装
pip install bach-vehicle_database

# 运行(命令名使用下划线)
bach_vehicle_database

配置

API 认证

此 API 需要认证。请设置环境变量:

export API_KEY="your_api_key_here"

环境变量

变量名

说明

必需

API_KEY

API 密钥

是

PORT

不适用

否

HOST

不适用

否

在 Cursor 中使用

编辑 Cursor MCP 配置文件 ~/.cursor/mcp.json:

{
  "mcpServers": {
    "bach-vehicle_database": {
      "command": "uvx",
      "args": ["--from", "bach-vehicle_database", "bach_vehicle_database"],
      "env": {
        "API_KEY": "your_api_key_here"
      }
    }
  }
}

在 Claude Desktop 中使用

编辑 Claude Desktop 配置文件 claude_desktop_config.json:

{
  "mcpServers": {
    "bach-vehicle_database": {
      "command": "uvx",
      "args": ["--from", "bach-vehicle_database", "bach_vehicle_database"],
      "env": {
        "API_KEY": "your_api_key_here"
      }
    }
  }
}

可用工具

此服务器提供以下工具:

license_plate_ocr

For USA: This API endpoint returns the license plate number and state from the license plate image. For UK: This API endpoint returns the license plate number the license plate image.

端点: POST /lp-detect

参数:

  • file (string): Example value:

  • url (string): Example value:


vin_ocr

This API endpoint reads a VIN number from the VIN sticker, dashboard, vehicle documents or any image. It will take an image as an input and returns the VIN number. Support: 17 digit VIN.

端点: POST /vin-ocr

参数:

  • file (string): Example value:

  • url (string): Example value:


title_check

Check title information of any vehicle with VIN It returns if the vehicle has salvage record or not on a particular date along with cause. Coverage: All vehicles listed in North America.

端点: GET /title-check

参数:

  • vin (string) 必需: Example value: 5TFDY5F18KX840724


stolen_check

The Stolen Vehicle API enables users to check for any history of theft associated with a vehicle by VIN, providing stolen record information. This API supports a wide range of VIN formats, ensuring compatibility across multiple regions and vehicle types. Global Coverage: This API provides worldwide access to stolen vehicle records, including all types of vehicles, such as cars, trucks, motorbikes, and boats. Support: Works for all 17-Characters VINs and classic VINs (5-13 digits) globally.

端点: GET /stolen-check

参数:

  • vin (string) 必需: Example value: YV4902RBXF2621196


by_vin___owner_manual

Support: US/CAD region

端点: GET /owner-manual-vin

参数:

  • vin (string) 必需: Example value:


by_plate_and_state

API provides oil type data and specifications by plate and state

端点: GET /oil-lookup-lp

参数:

  • plate (string) 必需: Example value:

  • state (string) 必需: Example value:


by_vin

API provides the oil type and its specifications by vin

端点: GET /oil-lookup-vin

参数:

  • vin (string) 必需: Example value:


universal_vin_decode

Coverage: 1981-Present Support: US/CAD/EU

端点: GET /universal-vin-decode

参数:

  • vin (string) 必需: Example value:


trims___cad_advanced_decode

Get the trims list by year, make, and model

端点: GET /cad-advanced-decode-trims

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:


models___cad_advanced_decode

Get the model list by year and make

端点: GET /cad-advanced-decode-models

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:


makes___cad_advanced_decode

Get the makes list by year

端点: GET /cad-advanced-decode-makes

参数:

  • year (string) 必需: Example value:


years____cad_advanced_decode

Get the year list for YMMT

端点: GET /cad-advanced-decode-years


cad_decode_by_ymmt

Coverage: 1981- 2026 Support: CAD and US regions

端点: GET /cad-advanced-decode-ymmt

参数:

  • year (string) 必需: Example value: 2024

  • make (string) 必需: Example value: Acura

  • model (string) 必需: Example value: MDX

  • trim (string): Example value: A Spec Package 4dr SH AWD


cad_decode_by_vin

Coverage: 1981- 2026 Support: CAD and US regions

端点: GET /cad-advanced-vin-decode

参数:

  • vin (string) 必需: Example value: 4JGDF6EE3JB129875


trims___advanced_decode

Provides a list of trims available for Advanced Decode API by a given year, make, and model.

端点: GET /us-advanced-decode-trims

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:


models___advanced_decode

Provides a list of models available for Advanced Decode API by a given year and make.

端点: GET /us-advanced-decode-models

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:


makes___advanced_decode

Provides a list of makes available for Advanced Decode API by year.

端点: GET /us-advanced-decode-makes

参数:

  • year (string) 必需: Example value:


years___advanced_decode

Provides a list of years available for Advanced Decode API.

端点: GET /us-advanced-decode-years


decode_by_ymmt

API is built to return a wide range of data points. This category is designed for customers and businesses in need of complete vehicle specifications, features, and equipment. It returns comprehensive and accurate VIN descriptions, packages information, and more to deliver a complete picture of any vehicle. Coverage : 1980-Present

端点: GET /us-advanced-decode-ymmt

参数:

  • year (string): Example value: 2006

  • make (string): Example value: Dodge

  • model (string): Example value: Stratus

  • trim (string): Example value: SXT 4dr Sedan Automatic


decode_by_vin

USA VIN decode is built to return a wide range of data points. This category is designed for customers and businesses in need of complete vehicle specifications, features, and equipment. It returns comprehensive and accurate VIN descriptions, packages information, and more to deliver a complete picture of any vehicle. Coverage: 1981-present

端点: GET /us-advanced-vin-decode

参数:

  • vin (string): Example value: 4JGDF6EE3JB129875


market_value_by_vin

Get access to trade-in, private party and retail values for any vehicle with our vehicle market value API. Vehicle Databases API service allows you instant access to accurate vehicle market value information. We provide estimates of market value for used and new cars by VIN based on market trends analysis for used cars and dealer sales all across North America. We analyze vehicle market value data based on millions of vehicle sales and transactions. Our database is updated frequently to give ...

端点: GET /userreport/usa-marketvalue-exact

参数:

  • vin (string): Example value: 5TDYK3DC8FS560664


eu_decode___basic

Provides the information of VIN analytics and basic vehicle information including specifications.

端点: GET /europe-vin-decode

参数:

  • vin (string): Example value: ADMJF4MR2H4788581


us_decode___basic

This API provides basic specifications including year,make.model, trim, engine specs, drivetype and fuel types of any vehicle. Note: Works for all 17 digit VINs based on US and Canada regions and having coverage from 1981 to 2024.

端点: GET /userreport/vin-decoding-basic

参数:

  • vin (string) 必需: Example value: 1B3AL46XX6N227698


auction

Auction API comprises of information of instance of a vehicle being put up for sale through a vehicle auction in North America. The data includes the specifications of the vehicle at the time of the auction, along with all the related images for the listing.

端点: GET /auction

参数:

  • vin (string): Example value: 4JGDF6EE3JB129875


models___vehicle_warranty

Provides a list of models available for vehicle warranty API by a given year and make.

端点: GET /vehicle-warranties/check-models

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • data (string) 必需: Example value: warranty


makes___vehicle_warranty

Provides a list of makes available for vehicle warranty API by year.

端点: GET /vehicle-warranties/check-makes

参数:

  • year (string) 必需: Example value:

  • data (string) 必需: Example value: warranty


year___vehicle_warranty

Provides a list of years available for vehicle warranty year.

端点: GET /vehicle-warranties/check-years

参数:

  • data (string): Example value: warranty


models___vehicle_repair

Provides a list of models available for vehicle repairs API by a given year and make.

端点: GET /vehicle-repairs/check-models

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • data (string) 必需: Example value: repair


years___vehicle_repair

Provides a list of years available for vehicle repairs API.

端点: GET /vehicle-repairs/check-years

参数:

  • data (string) 必需: Example value: repair


makes___vehicle_repair

Provides a list of makes available for vehicle repairs API by year.

端点: GET /vehicle-repairs/check-makes

参数:

  • year (string) 必需: Example value:

  • data (string) 必需: Example value: repair


model___vehicle_maintenance

Provides a list of models available for vehicle maintenance API by a given year and make.

端点: GET /vehicle-maintenance/check-models

参数:

  • year (string) 必需: Example value: 2000

  • make (string) 必需: Example value: acura

  • data (string) 必需: Example value: maintenance


make___vehicle_maintenance

Provides a list of makes available for vehicle maintenance API by year.

端点: GET /vehicle-maintenance/check-makes

参数:

  • year (string) 必需: Example value: 2000

  • data (string) 必需: Example value: maintenance


year___vehicle_maintenance

Provides a list of years available for vehicle maintenance API.

端点: GET /vehicle-maintenance/check-years

参数:

  • data (string) 必需: Example value: maintenance


motorcycle_decode

This API provides year, make, model, series, and basic specifications of a motorcycle. Coverage: This API supports VIN from 1981 to 2024. Support: Works for all 17 digit VINs based on US and Canada region.

端点: GET /motorcyclevindecode/decode

参数:

  • vin (string) 必需: Example value: 1HD1KVP16NB664081


decode___electric_specs

An Electric Vehicle Specifications API gives detailed specifications on any electric car. It covers manufacturers from 1999-2023 which have launched electric cars. Apart from basic specifications, dimensions and features, it typically provides data on a range of electric vehicle specifications, including battery capacity, range, charging times and more. Coverage: This API supports manufacturers from year 1999 to 2023.

端点: GET /evehicleapi/get-data

参数:

  • year (string) 必需: Example value: 2023

  • make (string) 必需: Example value: Tesla

  • model (string) 必需: Example value: Model Y

  • trim (string) 必需: Example value: Performance 4Dr ALL Wheel Drive Sport Utility


ymm__specs

This API provides the vehicle's key data such as specs, engine details, transmission, dimensions, colors, features, etc. from year 1999 to 2023.

端点: GET /autoblog/query

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:

  • trim (string) 必需: Example value:


us_plate_decode

This API provides details about year, make, model and VIN by taking license plate number and state. This API covers only USA states.

端点: GET /userreport/usa-license-decode

参数:

  • license_plate (string): Example value: RDP1247

  • state (string): Example value: TX


multiple_trims

Premium plus VIN decode is a more detailed breakdown of a vehicle. As soon as you enter VIN it gives you information not just limited to year, make, model, trim, engine, transmission but also details of interior, exterior, mechanical, entertainment, safety and comfort features of a vehicle. It also gives you information about the interior/exterior colors of vehicle with HEX codes, fuel economy, along with standard equipment details and more. Coverage: This API supports VIN from 1999-2023. S...

端点: GET /userreport/vin-decoding-premium-plus

参数:

  • vin (string) 必需: Example value:

  • multiple (string) 必需: Example value: true


vin_decode

Premium VIN decode is more than just a basic decode. It provides you detail information about a vehicle including detailed specifications. Covering year, make, model, trim, detailed engine specs, transmission, drivetrain, brakes \u0026 suspension, vehicle color names, some basic features of the vehicle and more. Coverage: This API supports VIN from 1981-Present. Support: 17 digit VIN number.

端点: GET /userreport/vin-decoding-premium

参数:

  • vin (string) 必需: Example value: 5TDYK3DC8FS560664


models___ymm_specifications

Provides a list of models available for YMM specifications API by a given year and make.

端点: GET /autoblog/model

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:


makes___ymm_specifications

Provides a list of makes available for YMM specifications API by year.

端点: GET /autoblog/make

参数:

  • year (string) 必需: Example value:


years__ymm_specifications

Provides a list of years available for YMM specifications API.

端点: GET /autoblog/year


vehicle_repair

This API provides detailed information about the vehicle parts with price and labor cost. Coverage: This API supports manufacturers from year 1992 to 2022.

端点: GET /serviceandmaintenance-enginesvc/repairs

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:


years___vehicle_recall

Provides a list of years available for vehicle recall API.

端点: GET /recallcheckrepo/recall-check-years


makes___vehicle_recalls

Provides a list of makes available for vehicle recalls API by year.

端点: GET /recallcheckrepo/recall-check-makes

参数:

  • year (string) 必需: Example value:


vehicle_recall

Our Recalls API provides details on all the open recalls of any vehicle, including the date of issue, the identification number of the recall, the remedy to the issue, and more. Coverage: This API supports VIN from year 1952 to 2023.

端点: POST /recall-check

参数:

  • x-Authkey (string): Example value:


vehicle_maintenance

This API provides information about the OEM vehicle maintenance schedules at mileage intervals Coverage: This API supports VIN from year 2001 to 2022. Support: 17 digit VIN number.

端点: GET /serviceandmaintenance-enginesvc/schedules

参数:

  • year (string) 必需: Example value: 2019

  • make (string) 必需: Example value: jeep

  • model (string) 必需: Example value: Wrangler Unlimited


vin_suggestion

This API detects the error in the VIN digits and provides suggestions for the correct VINs including year,make and model. Coverage: This API supports VIN from year 1982 - present Support: 17 digit VIN

端点: GET /deepmindsvc/deepmind

参数:

  • vin (string): Example value: {vin}


decode

UK registration decode API requires a valid UK registration number to return the year, make, model, color, engine details \u0026 more.

端点: GET /blightysvc/decode

参数:

  • reg (string) 必需: Example value: {reg_num}

  • for_api_portal (string) 必需: Example value: true


sales_history

Our Vehicle Sales History API offers a comprehensive solution for uncovering the sales history of a particular vehicle. Whether it was listed on classifieds, dealerships, or auction website. Coverage: All vehicles listed in North America Support: 17 digit VIN and classic (5-13 digit VINs)

端点: GET /saleshistorysvc/decode

参数:

  • vin (string) 必需: Example value: 3C63DRGL4CG345156


market_value_by_ymm

Get access to trade-in, private party and retail values for any vehicle with our vehicle market value API. Vehicle Databases API service allows you instant access to accurate vehicle market value information. We provide estimates of market value for used and new cars by year, make, model and trim based on market trends analysis for used cars and dealer sales all across North America. We analyze vehicle market value data based on millions of vehicle sales and transactions. Our database is upda...

端点: GET /userreport/usa-marketvalue

参数:

  • year (string) 必需: Example value: 2011

  • make (string) 必需: Example value: aston martin

  • model (string) 必需: Example value: DB9


makes_market_value

Provides a list of makes available for market value API by year.

端点: GET /marketvalue/check-makes

参数:

  • year (string) 必需: Example value: 1999


years_market_value

Provides a list of years available for market value API.

端点: GET /marketvalue/check-years


models

Provides a list of models available for vehicle warranty API by a given year and make.

端点: GET /evehicleapi/check-models

参数:

  • year (string) 必需: Example value: 2016

  • make (string) 必需: Example value: tesla


years

Provides a list of years available for electric vechicle Specifications API.

端点: GET /evehicleapi/check-years


trim

Provides a list of trims available for electric vehicle specifications API by a given year, make, and model.

端点: GET /evehicleapi/check-trims

参数:

  • year (string) 必需: Example value: 2010

  • make (string) 必需: Example value: tesla

  • model (string) 必需: Example value: roadster


makes

List down the makes by year

端点: GET /evehicleapi/check-makes

参数:

  • year (string): Example value: 2016


trims___ymm_specifications

Provides a list of trims available for YMM specifications API by a given year, make, and model.

端点: GET /autoblog/trim

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:


vehicle_warranty

Our Warranty API provides information on the type and length of any vehicles warranty when called by year, make and model. This API covers any kind of warranty, including basic, powertrain, drivetrain, corrosion, road assistance, etc. Coverage: This API supports manufacturers from year 1999 to 2023.

端点: GET /serviceandmaintenance-enginesvc/warranties

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:

  • model (string) 必需: Example value:


models___vehicle_recalls

Provides a list of models available for vehicle recalls API by a given year and make.

端点: GET /recallcheckrepo/recall-check-models

参数:

  • year (string) 必需: Example value:

  • make (string) 必需: Example value:


models_market_value

Provides a list of models available for market value API by a given year and make.

端点: GET /marketvalue/check-models

参数:

  • year (string) 必需: Example value: 1999

  • make (string) 必需: Example value: acura


技术栈

  • 传输协议: stdio

  • HTTP 客户端: httpx

许可证

MIT License - 详见 LICENSE 文件。

开发

此服务器由 API-to-MCP 工具生成。

版本: 1.0.0

Available Tools

61 tools
auctionC

Auction API comprises of information of instance of a vehicle being put up for sale through a vehicle auction in North America. The data includes the specifications of the vehicle at the time of the auction, along with all the related images for the listing.

Inputs: vin.

by_plate_and_stateC

API provides oil type data and specifications by plate and state

Inputs: plate (required), state (required).

by_vinD

Support: US/CAD region

Inputs: vin (required).

by_vin_2C

API provides the oil type and its specifications by vin

Inputs: vin (required).

cad_decode_by_vinD

Coverage: 1981- 2026 Support: CAD and US regions

Inputs: vin (required).

cad_decode_by_ymmtC

Coverage: 1981- 2026 Support: CAD and US regions

Inputs: year (required), make (required), model (required), trim.

decodeC

An Electric Vehicle Specifications API gives detailed specifications on any electric car. It covers manufacturers from 1999-2023 which have launched electric cars. Apart from basic specifications, dimensions and features, it typically provides data on a range of electric vehicle specifications, including battery capacity, range, charging times and more. Coverage: This API supports manufacturers from year 1999 to 2023.

Inputs: year (required), make (required), model (required), trim (required).

decode_2C

UK registration decode API requires a valid UK registration number to return the year, make, model, color, engine details \u0026 more.

Inputs: reg (required), for_api_portal (required).

decode_by_vinB

USA VIN decode is built to return a wide range of data points. This category is designed for customers and businesses in need of complete vehicle specifications, features, and equipment. It returns comprehensive and accurate VIN descriptions, packages information, and more to deliver a complete picture of any vehicle. Coverage: 1981-present

Inputs: vin.

decode_by_ymmtC

API is built to return a wide range of data points. This category is designed for customers and businesses in need of complete vehicle specifications, features, and equipment. It returns comprehensive and accurate VIN descriptions, packages information, and more to deliver a complete picture of any vehicle. Coverage : 1980-Present

Inputs: year, make, model, trim.

eu_decodeC

Provides the information of VIN analytics and basic vehicle information including specifications.

Inputs: vin.

license_plate_ocrC

For USA: This API endpoint returns the license plate number and state from the license plate image. For UK: This API endpoint returns the license plate number the license plate image.

Inputs: file, url.

makeC

Provides a list of makes available for vehicle maintenance API by year.

Inputs: year (required), data (required).

makesC

Get the makes list by year

Inputs: year (required).

makes_2C

Provides a list of makes available for Advanced Decode API by year.

Inputs: year (required).

makes_3C

Provides a list of makes available for vehicle warranty API by year.

Inputs: year (required), data (required).

makes_4B

Provides a list of makes available for vehicle repairs API by year.

Inputs: year (required), data (required).

makes_5C

Provides a list of makes available for YMM specifications API by year.

Inputs: year (required).

makes_6C

Provides a list of makes available for vehicle recalls API by year.

Inputs: year (required).

makes_7C

List down the makes by year

Inputs: year.

makes_market_valueC

Provides a list of makes available for market value API by year.

Inputs: year (required).

market_value_by_vinC

Get access to trade-in, private party and retail values for any vehicle with our vehicle market value API. Vehicle Databases API service allows you instant access to accurate vehicle market value information. We provide estimates of market value for used and new cars by VIN based on market trends analysis for used cars and dealer sales all across North America. We analyze vehicle market value data based on millions of vehicle sales and transactions. Our database is updated frequently to give ...

Inputs: vin.

market_value_by_ymmC

Get access to trade-in, private party and retail values for any vehicle with our vehicle market value API. Vehicle Databases API service allows you instant access to accurate vehicle market value information. We provide estimates of market value for used and new cars by year, make, model and trim based on market trends analysis for used cars and dealer sales all across North America. We analyze vehicle market value data based on millions of vehicle sales and transactions. Our database is upda...

Inputs: year (required), make (required), model (required).

modelC

Provides a list of models available for vehicle maintenance API by a given year and make.

Inputs: year (required), make (required), data (required).

modelsC

Get the model list by year and make

Inputs: year (required), make (required).

models_2C

Provides a list of models available for Advanced Decode API by a given year and make.

Inputs: year (required), make (required).

models_3C

Provides a list of models available for vehicle warranty API by a given year and make.

Inputs: year (required), make (required), data (required).

models_4C

Provides a list of models available for vehicle repairs API by a given year and make.

Inputs: year (required), make (required), data (required).

models_5B

Provides a list of models available for YMM specifications API by a given year and make.

Inputs: year (required), make (required).

models_6B

Provides a list of models available for vehicle warranty API by a given year and make.

Inputs: year (required), make (required).

models_7C

Provides a list of models available for vehicle recalls API by a given year and make.

Inputs: year (required), make (required).

models_market_valueC

Provides a list of models available for market value API by a given year and make.

Inputs: year (required), make (required).

motorcycle_decodeB

This API provides year, make, model, series, and basic specifications of a motorcycle. Coverage: This API supports VIN from 1981 to 2024. Support: Works for all 17 digit VINs based on US and Canada region.

Inputs: vin (required).

multiple_trimsC

Premium plus VIN decode is a more detailed breakdown of a vehicle. As soon as you enter VIN it gives you information not just limited to year, make, model, trim, engine, transmission but also details of interior, exterior, mechanical, entertainment, safety and comfort features of a vehicle. It also gives you information about the interior/exterior colors of vehicle with HEX codes, fuel economy, along with standard equipment details and more. Coverage: This API supports VIN from 1999-2023. S...

Inputs: vin (required), multiple (required).

sales_historyB

Our Vehicle Sales History API offers a comprehensive solution for uncovering the sales history of a particular vehicle. Whether it was listed on classifieds, dealerships, or auction website. Coverage: All vehicles listed in North America Support: 17 digit VIN and classic (5-13 digit VINs)

Inputs: vin (required).

stolen_checkC

The Stolen Vehicle API enables users to check for any history of theft associated with a vehicle by VIN, providing stolen record information. This API supports a wide range of VIN formats, ensuring compatibility across multiple regions and vehicle types. Global Coverage: This API provides worldwide access to stolen vehicle records, including all types of vehicles, such as cars, trucks, motorbikes, and boats. Support: Works for all 17-Characters VINs and classic VINs (5-13 digits) globally.

Inputs: vin (required).

title_checkB

Check title information of any vehicle with VIN It returns if the vehicle has salvage record or not on a particular date along with cause. Coverage: All vehicles listed in North America.

Inputs: vin (required).

trimC

Provides a list of trims available for electric vehicle specifications API by a given year, make, and model.

Inputs: year (required), make (required), model (required).

trimsB

Get the trims list by year, make, and model

Inputs: year (required), make (required), model (required).

trims_2B

Provides a list of trims available for Advanced Decode API by a given year, make, and model.

Inputs: year (required), make (required), model (required).

trims_3B

Provides a list of trims available for YMM specifications API by a given year, make, and model.

Inputs: year (required), make (required), model (required).

universal_vin_decodeC

Coverage: 1981-Present Support: US/CAD/EU

Inputs: vin (required).

us_decodeB

This API provides basic specifications including year,make.model, trim, engine specs, drivetype and fuel types of any vehicle. Note: Works for all 17 digit VINs based on US and Canada regions and having coverage from 1981 to 2024.

Inputs: vin (required).

us_plate_decodeC

This API provides details about year, make, model and VIN by taking license plate number and state. This API covers only USA states.

Inputs: license_plate, state.

vehicle_maintenanceC

This API provides information about the OEM vehicle maintenance schedules at mileage intervals Coverage: This API supports VIN from year 2001 to 2022. Support: 17 digit VIN number.

Inputs: year (required), make (required), model (required).

vehicle_recallC

Our Recalls API provides details on all the open recalls of any vehicle, including the date of issue, the identification number of the recall, the remedy to the issue, and more. Coverage: This API supports VIN from year 1952 to 2023.

Inputs: x-Authkey.

vehicle_repairC

This API provides detailed information about the vehicle parts with price and labor cost. Coverage: This API supports manufacturers from year 1992 to 2022.

Inputs: year (required), make (required), model (required).

vehicle_warrantyC

Our Warranty API provides information on the type and length of any vehicles warranty when called by year, make and model. This API covers any kind of warranty, including basic, powertrain, drivetrain, corrosion, road assistance, etc. Coverage: This API supports manufacturers from year 1999 to 2023.

Inputs: year (required), make (required), model (required).

vin_decodeB

Premium VIN decode is more than just a basic decode. It provides you detail information about a vehicle including detailed specifications. Covering year, make, model, trim, detailed engine specs, transmission, drivetrain, brakes \u0026 suspension, vehicle color names, some basic features of the vehicle and more. Coverage: This API supports VIN from 1981-Present. Support: 17 digit VIN number.

Inputs: vin (required).

vin_ocrC

This API endpoint reads a VIN number from the VIN sticker, dashboard, vehicle documents or any image. It will take an image as an input and returns the VIN number. Support: 17 digit VIN.

Inputs: file, url.

vin_suggestionB

This API detects the error in the VIN digits and provides suggestions for the correct VINs including year,make and model. Coverage: This API supports VIN from year 1982 - present Support: 17 digit VIN

Inputs: vin.

yearB

Provides a list of years available for vehicle warranty year.

Inputs: data.

year_2B

Provides a list of years available for vehicle maintenance API.

Inputs: data (required).

yearsB

Get the year list for YMMT

Inputs: no named parameters.

years_2B

Provides a list of years available for Advanced Decode API.

Inputs: no named parameters.

years_3B

Provides a list of years available for vehicle repairs API.

Inputs: data (required).

years_4B

Provides a list of years available for YMM specifications API.

Inputs: no named parameters.

years_5B

Provides a list of years available for vehicle recall API.

Inputs: no named parameters.

years_6B

Provides a list of years available for electric vechicle Specifications API.

Inputs: no named parameters.

years_market_valueB

Provides a list of years available for market value API.

Inputs: no named parameters.

ymmC

This API provides the vehicle's key data such as specs, engine details, transmission, dimensions, colors, features, etc. from year 1999 to 2023.

Inputs: year (required), make (required), model (required), trim (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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    TDQS

    C2.4/5.0

    Scored across 61 tools

    Disambiguation2/5

    Multiple tools have overlapping purposes that could cause confusion, such as multiple decode variants (decode_by_vin, vin_decode, universal_vin_decode, etc.) and numerous makes/models/trims/years tools with similar names but different suffixes. While descriptions provide some differentiation, the sheer number of similar tools makes it difficult for an agent to reliably choose the correct one without deep inspection of each description.

    Naming Consistency2/5

    Naming is inconsistent with mixed conventions: some use snake_case (by_plate_and_state), others use underscores with numbers (makes_2, models_3), and some are single words (auction, decode). There's no consistent verb_noun pattern, and the numbered suffixes for similar tools (makes, makes_2, makes_3, etc.) are particularly confusing and non-standard.

    Tool Count2/5

    With 61 tools, this is far too many for coherent use. The server appears to expose every possible API endpoint as a separate tool rather than consolidating related functionality. While the vehicle database domain is broad, this many tools creates overwhelming complexity and suggests poor API design for agent consumption.

    Completeness4/5

    Despite the organizational issues, the tool set appears remarkably complete for vehicle data lookup. It covers VIN decoding, license plate lookup, market values, maintenance, recalls, warranties, sales history, stolen checks, title checks, and more across multiple regions. The main gap appears to be vehicle creation/modification tools, but as a lookup-focused server, it provides comprehensive coverage.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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