Passepartout, VPN Client
GRATUIT
Free
Description
MechanicML — Identify Any Car Part with AI
MechanicML uses advanced vision models and real-time data to instantly identify car parts from a single photo. No more guessing part numbers, digging through catalogs, or ordering the wrong part. Just snap, identify, and compare.
How it Works
1. Scan or enter your VIN for precise fitment (recommended)
2. Take a clear photo of the part you need
3. Get instant AI identification with part numbers, description, and manufacturer
4. Compare prices across trusted retailers in seconds
Key Features
• Instant Part Recognition: Snap a photo and get an accurate match powered by computer vision
• VIN Integration: Scan your vehicle VIN for make, model, and trim specific fitment
• AI Verified Listings: View exact matches and compatible alternatives across multiple suppliers
• Price Comparison: Instantly compare pricing and availability to get the best deal
• Shareable Results: Send identified parts to mechanics, sellers, buyers, or friends
• Location Based Availability (Coming Soon): Check which stores near you have the part in stock
Perfect For
• DIY mechanics and car enthusiasts
• Professional mechanics and body shops
• Fleet managers and maintenance teams
• Anyone who needs fast, accurate part identification
Why MechanicML?
Finding the right part should not be a guessing game. MechanicML identifies the part, finds trusted matches, and compares prices so you can fix faster and buy smarter.
No expertise required.
Just take a photo and let the AI do the rest.
MechanicML uses advanced vision models and real-time data to instantly identify car parts from a single photo. No more guessing part numbers, digging through catalogs, or ordering the wrong part. Just snap, identify, and compare.
How it Works
1. Scan or enter your VIN for precise fitment (recommended)
2. Take a clear photo of the part you need
3. Get instant AI identification with part numbers, description, and manufacturer
4. Compare prices across trusted retailers in seconds
Key Features
• Instant Part Recognition: Snap a photo and get an accurate match powered by computer vision
• VIN Integration: Scan your vehicle VIN for make, model, and trim specific fitment
• AI Verified Listings: View exact matches and compatible alternatives across multiple suppliers
• Price Comparison: Instantly compare pricing and availability to get the best deal
• Shareable Results: Send identified parts to mechanics, sellers, buyers, or friends
• Location Based Availability (Coming Soon): Check which stores near you have the part in stock
Perfect For
• DIY mechanics and car enthusiasts
• Professional mechanics and body shops
• Fleet managers and maintenance teams
• Anyone who needs fast, accurate part identification
Why MechanicML?
Finding the right part should not be a guessing game. MechanicML identifies the part, finds trusted matches, and compares prices so you can fix faster and buy smarter.
No expertise required.
Just take a photo and let the AI do the rest.
What's new (v1.0.3)
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
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
