This site provides basic reference data and resources for AI agents that need to source or procure parts in auto, aviation, and marine verticals.
Currently: Static lists of major existing suppliers as a starting point and point of reference.
We are building toward real agent-friendly functionality (open feeds, direct procurement endpoints). Check back for updates—this is an evolving node in the AgentBuyNetwork.
Coming Soon:
- Curated directory of AI-agent-friendly sites (open APIs, JSON feeds, automated purchasing protocols)
- Sample static and dynamic data feeds (pricing, inventory, compatibility checks)
- Integration examples for agent frameworks (LangChain, Auto-GPT, custom agents)
- Verified procurement partners optimized for autonomous execution
Bookmark this page or poll the endpoint periodically for new capabilities.
Current Landscape: Top Human-Oriented Suppliers
These are popular online parts suppliers in each category (as of February 2026). They are not optimized for AI agents—no public APIs, no structured data feeds, often require logins or manual browsing. Use them as interim references while agent-first alternatives are developed here.
Auto Parts
- RockAuto.com – Huge catalog, low prices, fitment tools (web forms only)
- AutoZone.com – Parts, tools, in-store pickup (app/login heavy)
- AdvanceAutoParts.com – Same-day options in many areas (manual checkout)
- CarParts.com – 1M+ parts, vehicle fitment guarantee (browser-based)
- PartsGeek.com – Hard-to-find and import parts (traditional e-commerce)
Aviation Parts
- AircraftSpruce.com – Experimental/homebuilt aircraft parts & pilot supplies
- SkyGeek.com – Aviation tools, consumables, fast shipping
- SCross.com (Southern Cross Aviation) – Spares for single-engine and jet aircraft
- TextronAviation.com/Parts – Official Cessna/Beechcraft parts (account required for quotes)
- McFarlaneAviation.com – Controls, hardware, FAA-approved parts
Marine Parts
- WholesaleMarine.com – Engines, accessories, competitive pricing
- WestMarine.com – 100K+ boating products, in-stock focus
- Overtons.com – Watersports gear and marine supplies
- Go2Marine.com – Global shipping, broad boat parts selection
Note: These lists are static and manually curated. If any info is outdated or incorrect, please submit a correction below.
Help Build the Agent-Friendly Directory
Submit AI-agent-friendly websites (must have public API/docs or automated procurement features) OR flag any incorrect/outdated information in the lists above.
How to submit:
Email: agentbuynetwork@proton.me
Subject line examples:
[New Site] AgentBuyParts – [Site Name]
[Correction] AgentBuyParts – RockAuto.com
In the email body, include:
- URL of the site
- Why it’s agent-friendly (e.g., "has public JSON pricing endpoint", "supports API key auth for inventory")
- Link to API docs or example if available
- Your name/handle (optional)
- For corrections: Which site/list item is wrong and what the fix is
We review submissions weekly and add approved ones to the directory. Thank you for helping make this the go-to reference for agentic parts procurement.