MCP connector
Toyota parts MCP server
Connect Cruisin4Parts to Claude, Claude Code or ChatGPT and your assistant reads the catalog and the price records directly: OEM part numbers for a given truck and a given job, what each supplier is charging and when that number was last checked, and your own build lists. Same data as the website, same terms. Setup is one URL.
You need a Cruisin4Parts account — a free one is fine. The connector is part of the account; there is nothing separate to buy and no API key to generate.
Ask in plain English, get part numbers and prices
The part number comes out of the catalog. The prices come out of the supplier records, and every one of them arrives carrying the date it was last checked, so nothing is ever presented as today's number when it isn't.
Front brakes on my 100 Series. What's the pad kit, and who has it cheapest?
- find_parts_for_vehicle · vehicle: "Land Cruiser 100 Series", job: "front brakes"
- get_part_prices · part_number: "04465-60120"
The front pad kit is 04465-60120, Front Disc Brake Pad Kit. Here's what the suppliers have on record:
- Impex> 1·checked$51.79
- Nucar Toyotain stock·checked$71.06
- Ourisman Toyotain stock·checked$71.12
- Serra Toyota>1·checked$74.30
Cheapest genuine OEM is Impex at $51.79, > 1. Each row comes back with that supplier's own link, so you buy from them directly.
Those rows are read from the same price records get_part_prices reads — they are not a mock-up, and they will be different by the time you run it. See the full comparison for 04465-60120 →
One URL, three clients
Every client below points at the same address. Authentication is OAuth and the client discovers it on its own — a Cruisin4Parts sign-in window opens, you approve it once, and that is the setup. There is no key to paste.
Claude
- Open Settings → Connectors on claude.ai.
- Choose Add custom connector.
- Paste the server URL below and save.
- Sign in to Cruisin4Parts in the window that opens, and approve the connection.
https://cruisin4parts.com/mcpClaude Code
One command in your terminal, then /mcp inside a session to run the sign-in.
claude mcp add --transport http cruisin4parts https://cruisin4parts.com/mcpChatGPT
- Use ChatGPT on the web — the mobile apps can't add a connector.
- Open Settings → Security and login and turn on Developer mode. On a Business, Enterprise or Edu workspace an admin has to enable it first, under Workspace Settings → Permissions & Roles.
- Add a connector pointing at the server URL below.
- Run Scan Tools, then complete the Cruisin4Parts sign-in and consent.
https://cruisin4parts.com/mcpWorth knowing before you start: OpenAI currently ships developer-mode connectors with read access on Plus and Pro, and the full tool surface — including the ones that write — on Business, Enterprise and Edu. So on a personal plan, expect lookups and price comparisons to work and the list-editing tools to be missing. That boundary is OpenAI's and it moves; if a tool doesn't show up, that is the first place to look.
Fourteen tools, one of them Premium
Each tool does what you could do yourself by clicking around the site, on the same terms and at the same cost. Where the website charges a search, the tool charges a search. Where the website is free, so is the tool.
- find_parts_for_vehicleFree
Part numbers for a truck and a job, described in plain English — "timing belt for a 2003 4Runner".
- lookup_part_numberFree
What a number is, what it fits, and whether it has been superseded. Deliberately returns no price.
- get_part_prices1 search
The cached comparison: the cheapest ten suppliers with availability, the date each price was last checked, and a link to buy.
- get_live_prices1 search
Starts a fresh price check across the supplier roster and returns a handle immediately. Same meter as the part page.
- get_price_statusFree
Polls that handle for prices as they land. Free — you already paid to start the lookup.
- create_projectFree
Saves a parts list to your account and hands back its URL. Nothing to claim, nothing to confirm.
- list_projectsFree
Your build lists, newest first.
- get_projectFree
One list in full — every line, its best known price, and the total.
- add_project_partFree
Adds a part number to one of your lists.
- remove_project_partFree
Takes a line back off.
- update_project_partFree
Changes a line — quantity, notes, whether it is already bought.
- rename_projectFree
Renames a list. The slug changes with it, and the tool returns the new one.
- refresh_project_pricesPremium
Re-checks every line of a list at once. Bulk refresh is Premium on the website too.
- pingFree
Confirms the connection and which account is signed in. Useful exactly once, on the day setup goes wrong.
It's free. Premium removes the meter.
- Catalog lookups and build lists are free on any signed-in account, unmetered. Finding part numbers, reading a list, adding a line, renaming it — none of that is counted.
- A price comparison costs one search — the same one the part page costs. Two if you hand it a ZIP for shipping. Asking for the same part again the same day is free. A free account gets 20 searches a month, and the connector spends from that same allowance rather than a separate one.
- Premium and Project Pass have no meter, so on those accounts everything above is uncounted.
- One tool needs Premium: refresh_project_prices, which re-checks every line of a project at once. Bulk refresh is Premium on the website too. Refuse it and the tool says so in words — your assistant reads you the reason rather than a 403.
What it will not do
- It won't invent a price. Every number carries the date it was last checked. Where there is nothing on record, the tool returns no price and hands over the part page so you can run the live search yourself.
- Aftermarket never wins. RockAuto listings come back labelled as aftermarket and are never counted as the best price — the same rule the part page follows. Ask for OEM only and they are left out entirely.
- It only touches your own lists. A project your account doesn't own gets the same answer as one that doesn't exist, so nobody's assistant can go looking through anyone else's build.
- It doesn't buy anything. No cart, no checkout, no payment method. You get the supplier's link and place the order.
- Buy mode stays on the website. Grouping a list by supplier, buy plans and shipping estimates to your door have no connector representation at all.
- What is the Cruisin4Parts MCP server?
- An MCP (Model Context Protocol) server that lets an AI assistant read the Cruisin4Parts catalog and price records directly. Instead of you searching part numbers and comparing suppliers in a browser, the assistant calls the same data the website runs on and shows you the result.
- Does the connector cost extra?
- No. It is part of your Cruisin4Parts account and there is no separate plan for it. Catalog lookups and everything to do with your build lists are free on any account. A price comparison spends one search from the same monthly allowance the website spends from — two if you give it a ZIP for shipping — and Premium has no meter. One tool, the bulk refresh of a whole project, needs Premium, because bulk refresh is Premium on the website too.
- Which assistants can use it?
- Claude on claude.ai, Claude Code, and ChatGPT on the web in developer mode. Any MCP client that speaks streamable HTTP and OAuth should work; those three are the ones that have been set up and tested end to end.
- Do I need an API key?
- No. Authentication is OAuth and the client discovers it from the server. You paste one URL, a Cruisin4Parts sign-in window opens, you approve it, and that is the whole setup. There is no key to generate, copy or rotate.
- Can it buy parts or spend money?
- No. The connector has no checkout, no cart and no payment method. Every price comes back with the supplier's own URL and you place the order yourself. The only thing it spends is a search from your monthly allowance, and only on the two price tools.
Ourisman · PartSouq · Amayama · Impex · ToyotaPartsDeal
The roster your assistant is reading from — the same one behind every part page on the site. Paste the URL into your client and ask it for a part number.
https://cruisin4parts.com/mcp