# Edmunds MCP for AI Agents AI Agent Connect > Edmunds MCP for AI Agents. Access real-time automotive data, decode VINs, and pull vehicle specs like engine types and TCO values directly into your AI workflow. ## Overview - **Category:** databases - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_yQICvxLtRDMwyr5BvDKrQnoT8DUTTZL922fIcxE8/ai-agent-connect - **Tags:** automotive-data, vin-decoder, car-specs, vehicle-database, edmunds-api ## Description This Edmunds MCP connects your Edmunds credentials to any AI agent so you can pull deep automotive intelligence through natural conversation. Instead of jumping between tabs to find out what engine a specific model year has or what the safety ratings look like, you can just ask your agent. It handles the heavy lifting of pulling technical details, decoding VINs, and checking dealer reviews in one go. If you are building an automotive app or analyzing fleet data, having this level of depth available through the Vinkius catalog makes your research much faster. You get structured data on makes, models, and styles without the headache of parsing messy websites. It turns your AI into a specialized automotive researcher that knows the difference between a 3.5L V6 EcoBoost and a standard transmission. ## Tools ### get_used_tco_details Get TCO details for a used car. It helps buyers understand the cost of older vehicles. ### calculate_used_tmv Get TMV price for a used car ### get_dealer_reviews Get ratings and reviews for a specific dealer. Use this to see what customers actually think of a location. ### get_dealership_franchises Find out which dealership franchises are available. This helps you map out a brand's physical presence. ### get_editorial_make Get a high-level overview of a car make. This provides context on a brand's identity. ### get_editorial_model Get an overview of a specific car model. It summarizes what makes that model unique. ### get_editorial_model_year Get an overview of a specific model year. This is great for historical context. ### get_editorial_road_tests Get summaries of editorial road tests. Use it to find professional driving impressions. ### get_engines Get engine details for a specific car style. This is perfect for technical spec sheets. ### list_equipments Get a list of equipment for a vehicle. It helps users see what features are included. ### get_expert_content Get expert content for a specific make, model, and year. This provides deep-dive insights. ### find_certified_price Get the TMV price for a certified vehicle. Use it for accurate pricing on pre-owned cars. ### get_maintenance_schedule Get the maintenance schedule for a car model year. It helps owners plan for long-term upkeep. ### get_make_details Get details on a specific car make. Use it to learn about a brand's history and lineup. ### get_makes_count Get the total count of car makes. This is useful for high-level data aggregation. ### list_makes Get a list of all car makes. Use it to populate dropdowns or search filters. ### list_model_years Get a list of all available model years. This helps in filtering cars by age. ### list_models Get a list of all car models. Use it to see what's available for a specific brand. ### get_models_with_tco Get car models that have TCO values. This helps filter for cost-conscious research. ### get_new_tco_details Get TCO details for a new car. It breaks down the long-term costs of ownership. ### get_new_tco Get the TCO for a new car. Use it for quick comparisons between different models. ### get_new_tmv_by_msrp_vin Get the TMV price for a new car using MSRP and VIN. This provides precise pricing for specific builds. ### get_new_total_cash_price Get the Total Cash Price for a new car. Use it to see the final price before incentives. ### get_photos_by_make_model_year Find photos for a specific make, model, and year. This helps with visual identification. ### get_photos_by_style Find photos based on a style ID. Use it to show different body types. ### get_recalls Get vehicle recalls for a specific model year. This is critical for safety checks. ### get_reviews_by_make_model_year Get consumer ratings and reviews for a specific model year. It helps gauge real-world owner experiences. ### get_reviews_by_style Get consumer ratings and reviews by style ID. Use it to see how specific body styles perform. ### get_safety_by_make_model_year Get safety ratings for a specific model year. Use it to prioritize safe vehicle choices. ### get_safety_by_style Get safety ratings by style ID. This helps compare safety across different car types. ### get_squish_vin Get vehicle details using a Squish VIN. This is a fast way to identify vehicles. ### list_styles Get a list of available car styles. Use it to understand different body configurations. ### submit_dealer_review_comment Submit a comment for a dealer review. Use it to collect user feedback. ### submit_dealer_review Submit a full dealer review. This helps build a database of dealer experiences. ### get_transmissions Get transmission types for a specific car style. Use it to see what gear options exist. ### decode_vin Get full vehicle details by decoding a VIN. This is the primary tool for identifying a car. ### get_years_with_styles Get years with styles for a specific make and model. Use it to see when certain body types were available. ### calculate_new_tmv Get the TMV price for a new car. Use it to estimate market value for new models. ### calculate_typically_equipped_used_tmv Get the TMV price for a typically equipped used car. It provides a baseline for used car values. ### get_color Get color details by a specific ID. Use it to see what paint options are available. ### get_makes_with_tco Get car makes that have TCO values available. Use it to find brands with cost data. ## Prompt Examples **Prompt:** ``` Decode this VIN: 1FTFW1EF5CFAXXXXX and tell me the engine specs. ``` **Response:** ``` Decoding VIN... This vehicle is identified as a Ford F-150. Here are the technical specifications: * **Engine**: 3.5L V6 EcoBoost * **Features**: Twin-turbocharging, direct injection * **Power**: 375 horsepower Would you like me to check for any active recalls or transmission details for this model? ``` **Prompt:** ``` What's the TCO for a new Toyota Camry? ``` **Response:** ``` The Total Cost of Ownership (TCO) for a new Toyota Camry is approximately **$X,XXX**. This estimate includes: * Fuel costs * Scheduled maintenance * Estimated depreciation Would you like to see the TCO details for a different model for comparison? ``` **Prompt:** ``` List some safety ratings for a 2022 Honda CR-V. ``` **Response:** ``` The 2022 Honda CR-V has received high safety ratings across various categories: | Category | Rating | | :--- | :--- | | Crash Test | [Rating] | | Pedestrian Safety | [Rating] | | Driver Assistance | [Rating] | I can also check for specific recalls if you need more safety information. ``` ## Capabilities ### Decode VINs to identities Turn a 17-digit VIN into a full vehicle identity with make, model, and year. ### Get engine and transmission specs Pull specific technical details for different car styles and models. ### Check safety and recall data Retrieve safety ratings and specific recall records for any car model year. ### Analyze total ownership costs Get TCO data for both new and used cars to see long-term costs. ### Fetch vehicle photos Get high-quality photos based on specific car styles or model years. ### Access expert road tests Pull editorial reviews and expert content for deep dives into car performance. ## Use Cases ### VIN Decoding for Sales A salesperson gets a VIN from a lead and asks the agent to decode it using decode_vin to see the exact equipment and engine. ### Fleet Cost Analysis A fleet manager asks the agent to compare the get_new_tco for three different truck models to see which is cheaper over 5 years. ### Market Research A data analyst asks for a list of all list_makes and then pulls get_makes_with_tco to identify which brands have the best value. ### Safety Audits A safety inspector asks the agent to find get_recalls for a specific model year to check for outstanding issues on a fleet of cars. ## Benefits - Stop manually searching for engine specs. Use get_engines and get_transmissions to get technical details instantly. - Verify vehicle identities quickly. Use decode_vin and get_squish_vin to turn a string of letters into a full spec sheet. - Compare total ownership costs. Use get_new_tco and get_used_tco_details to see the long-term price of a vehicle. - Access safety and reliability data. Use get_safety_by_make_model_year and get_recalls to check vehicle history. - Pull high-quality visual content. Use get_photos_by_style and get_photos_by_make_model_year to find specific car images. - Get expert opinions on cars. Use get_editorial_road_tests and get_expert_content to see how professionals review a model. ## How It Works The bottom line is you get instant access to structured automotive data without leaving your chat interface. 1. Subscribe to the Edmunds MCP on Vinkius. 2. Enter your Edmunds credentials into your agent's configuration. 3. Ask your agent to decode a VIN or pull vehicle specs. ## Frequently Asked Questions **Can the Edmunds MCP decode VINs for me?** Yes, it decodes 17-digit VINs into full vehicle identities like make, model, and engine type. **How does this help with car research?** It pulls technical specs, safety ratings, and TCO data so you can compare vehicles without switching tabs. **Can I get used car pricing with this?** Yes, it provides TMV prices for used cars and detailed TCO data for older vehicles. **Does it provide safety and recall info?** It can fetch safety ratings by model year and retrieve specific recall records for vehicles. **Can I get photos of specific car styles?** Yes, it finds photos based on specific style IDs or make, model, and year combinations. **What kind of engine details can I get?** It returns specific engine types, like V6 EcoBoost, along with transmission details for various car styles. **Can my AI decode a full 17-digit VIN using this server?** Yes! Use the `decode_vin` tool with a full 17-digit VIN. Your agent will return detailed vehicle specifications, including make, model, year, and trim details. **How do I find the engine and transmission options for a specific car style?** You can use the `get_engines` and `get_transmissions` tools by passing the unique `style_id` of the vehicle. This will retrieve complete technical specifications for that specific configuration. **What is a Squish VIN and how do I query it?** A Squish VIN consists of the first 11 digits of a VIN minus the 9th digit (check digit). You can query it using the `get_squish_vin` tool to identify vehicle details when a full VIN is not available.