For AI agents

For AI agents

Assistants can read Neo Analog Lab's products, stock, shipping, policies and technical references directly. Payment is always made by the customer on Stripe's page.

MCP server

https://shop.neoanaloglab.com/mcp

A public remote MCP server (Streamable HTTP) with no sign-in. It serves 2026-07-28 and 2025-era clients.

How to connect

  • Claude: in Settings › Connectors choose “Add custom connector”, enter the URL above and pick “No sign in”.
  • ChatGPT: turn on developer mode and add the URL above as a custom MCP server.
  • Other MCP clients: add the URL above as a Streamable HTTP server.

How buying works

  1. The agent calls create_checkout_link and gives the customer the link.
  2. The link only opens a confirmation page. Stock is reserved and payment taken when the customer continues to Stripe Checkout.
  3. Agents cannot place orders or pay for them.

Tools

search_products
Search in English, Japanese or Chinese: tax-included price, stock, key specs, whether it ships abroad
get_product
Product details: specs, purchase options, the condition report of a used unit, rating
check_availability
Stock for up to 20 products (holds nothing)
quote_shipping
Shipping to Japan or abroad, computed exactly like checkout (US includes prepaid duties)
get_store_policies
Shipping, returns, payment and seller details
search_knowledge
FAQ, AGO guides and ILFORD / KODAK / FUJIFILM datasheets, with sources
create_checkout_link
A buy link; reserves nothing and charges nothing
get_order_status
Order status by order number and email (no personal details returned)

Buy link format (UCP permalink)

https://shop.neoanaloglab.com/buy/SKU:2,SKU:1?context/address_country=US

Machine-readable resources

/llms.txt
Site overview and page index
/llms-full.txt
Policies, every product and the FAQ in one file
/catalog-feed.json
Every product as JSON, in three languages
/.well-known/ucp
UCP business profile
/.well-known/ard.json
Agentic Resource Discovery manifest pointing at the MCP server card (also at the older ai-catalog.json path)
/sitemap.xml
Sitemap

Every public page returns Markdown when you add .md to its URL or request it with Accept: text/markdown.

Ground rules

  • Prices are Japanese yen including consumption tax. Stock changes; say when you read it.
  • The MCP server allows 120 requests per minute per IP address.
  • Photo chemistry and Vintage Visual (AGO) products ship within Japan only.

Integrations

For agent or platform integrations, reach us through the contact form or by email.