AMAZING!
This app has been great and solved many issues i’ve had.
Works great
I had a cracked piece of plastic on a sensor, I downloaded mechanic AI snapped a pic and boom it told me it was my Mass Air Flow Sensor. App works amazing!

Instantly identify car parts from a photo using AI. Scan your VIN for precise fitment, get part numbers, and compare prices from multiple retailers. Fix cars faster and buy smarter.
1.0.3
November 20, 2025
What’s New in Version 1.0.3 SAVE & HISTORY • All part scans are automatically saved • Tap the heart to save any part listing • New Saved Listings screen with thumbnails, price ranges, and fitment notes • Swipe-to-delete added for easier cleanup SHARE LISTINGS • New Share button on all saved listings • Generates a clean results card with part name, price range, retailer logos, and vehicle fitment • Quick actions: Save Image, Copy Link, Share via the iOS share sheet UI & THEME UPDATE • Fully refreshed interface with a new black color scheme • Updated typography scale for better readability across screen sizes • Smoother transitions and reduced motion jank during navigation • Improved contrast and spacing in key screens for higher clarity RETAILER LOGOS • Added logos for AutoZone, O’Reilly, NAPA, eBay, RockAuto, Advance Auto Parts, CarParts.com, and PartsGeek for quick recognition VISUAL POLISH • New loading skeletons and progress indicators • Updated results layout for improved scan-to-match readability • Share cards optimized for social media at 1080 × 600 px • Refined button hit-areas to improve one-handed use KNOWN BUGS • Limited accuracy when sub-components display an assembly part number In some photos a small piece (e.g., a pulley or bracket) may show a stamped or printed number that actually belongs to the larger assembly it is attached to (such as an alternator). When this occurs, MechanicML can misidentify the item pictured as the larger assembly instead of the individual sub-component. We are working to improve this edge case, but for now please verify results when photographing parts that carry assembly-level markings. You have the option to edit the part identification before performing a product search. ROADMAP • Laying early groundwork for future marketplace functionality
MoreMechanicML is a free utility app that uses AI to identify car parts from a photo. It provides part numbers, descriptions, and allows you to compare prices from various retailers.
MechanicML uses advanced vision models to analyze a photo of a car part. You can also scan your VIN for more precise fitment information, ensuring accurate identification.
Yes, MechanicML includes a price comparison feature that allows you to instantly compare pricing and availability from trusted retailers, helping you get the best deal.
MechanicML is currently supported on iPhone, iPad, and iPod devices, running on iOS.
MechanicML has an age rating of 4+, making it suitable for a wide range of users.
The latest version of MechanicML is 1.0.3, and it was last updated on November 20, 2025. Updates typically bring new features and improvements.
No, MechanicML is ad-free, allowing for an uninterrupted user experience while identifying car parts and comparing prices.
MechanicML has received excellent user feedback, holding a rating of 5.0 stars from 4 ratings, indicating high user satisfaction.