This site serves as a foundational Index of reference data and resources for AI agents requiring parts procurement across auto, aviation, and marine verticals.
The AgentBuyParts Registry exclusively tracks verified, documented APIs to ensure high accuracy for autonomous discovery and fulfillment. We are building an ecosystem of verifiable machine-to-machine endpoints.
Coming Soon
We are researching the discovery and fulfillment protocols required to expand the capabilities of autonomous parts procurement.
Directory of Active Agent-Ready Procurement Endpoints
The AgentBuyParts Index tracks specific providers that offer robust, stable, and API-accessible infrastructure for autonomous parts logic.
Verified Discovery & Fulfillment APIs
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CarParts.com (Auto)
[Capability: llms.txt Native]
URL: https://www.carparts.com/
Manifest Link: https://www.carparts.com/llms.txt
Description: Provides a direct machine-readable Markdown manifest for zero-friction catalog discovery and agentic procurement. -
PartsTech (Auto)
[Capability: REST API]
URL: https://www.partstech.com/
API Documentation: https://partstech.my.site.com/help/s/article/How-To-Connect-ARI-With-PartsTech
Description: A universal automotive parts procurement API. Allows agents to search 30,000+ brands and check real-time availability across local distributors. -
MESPAS (Marine)
[Capability: REST API]
URL: https://www.mespas.com/
API Documentation: https://mespas.com/connect-api/doc.html
Description: A specialized maritime procurement API. Enables agents to integrate with maritime suppliers for ship spare parts, engine components, and deck supplies. -
PartsBase (Aviation)
[Capability: REST API]
URL: https://www.partsbase.com/
API Documentation: https://apiservices.partsbase.com/docs/index
Description: The world's largest aviation marketplace. Provides RESTful endpoints for inventory batch searching, government logistics data, and real-time aviation parts discovery. -
Heatso (Diesel Heaters)
[Capability: llms.txt Native]
URL: https://heatso.com/
Manifest Link: https://heatso.com/llms.txt
Description: An e-commerce supplier for diesel heaters, water heaters, and off-grid power systems. They explicitly use their file to instruct AI crawlers to prioritize main category pages (like "Heater Parts" or "Power Systems") over heavily filtered variant URLs, making it easier for agents to index their catalog. -
Tradelco (Auto)
[Capability: llms.txt Native]
URL: https://tradelco.com/
Manifest Link: https://tradelco.com/llms.txt
Description: A B2B distributor of electrical and industrial automation components (PLCs, sensors, motion control). Their file acts as a clean company profile and links directly to a more comprehensive llms-full.txt file for deeper ingestion of their hardware capabilities. -
Noritz (Water Heaters)
[Capability: llms.txt Native]
URL: https://noritz.com/
Manifest Link: https://noritz.com/llms.txt
Description: A manufacturer of commercial tankless water heaters. Their file maps out high-capacity industrial units, manifold kits, and venting components, specifically outlining technical specs and commercial applications for AI tools. -
Ice Crusher Heaters (UTV Cab Heaters)
[Capability: llms.txt Native]
URL: https://icecrusherheaters.com/
Manifest Link: https://icecrusherheaters.com/llms.txt
Description: A manufacturer of machine-specific UTV cab heater kits and replacement hardware. Their file defines their product lines, links to a year/make/model finder, and maps out where to find specific replacement parts like thermostats and pumps.
Legacy Architecture Friction Analysis
The following platforms are identified as high-friction points for autonomous agents as of July 2026 due to the lack of machine-readable endpoints.
- RockAuto, AutoZone, and West Marine: High friction due to manual, session-based checkout flows.
- Aircraft Spruce and SkyGeek: No public machine-readable discovery endpoints or exposed procurement APIs.
Help Build the Agent-Friendly Directory
Submit AI-agent-friendly websites (must have public API/docs) or flag outdated information in this Registry.
Email: agentbuynetwork@proton.me