Ask what’s happening. Decide what’s next.
Ask about stock, orders, incoming shipments, or what needs replenishment. Get live answers from Endless, and make changes right inside the conversation.
Works in the AI tools you already use.
ChatGPT
Claude
Gemini
Copilot
Perplexity- VS Code
What is available to promise on HOT-OG-5OZ after committed wholesale and retail orders?
920 units uncommitted
- On hand
- 6,0003 locations
- Retail POs
- − 4,900Whole Foods, UNFI, Target · EDI 850
- Storefront orders
- − 180Shopify, Amazon
Inventory record · as of 14:22
Any EDI documents rejected or at chargeback risk this week?
2 documents need attention
- Target ASN
- At riskwindow closes in 6h
- UNFI 856
- Rejectedcarton count mismatch
- All other partners
- Clear41 documents accepted
EDI document log · as of 14:22
What should we reorder this week?
Three draft POs, ready for your review
- Original hot sauce
- 1,200PO #1048
- Smoked hot sauce
- 800PO #1049
- Green hot sauce
- 600PO #1050
- Total
- $11,040awaiting your approval
Drafted by Pip at 12 days of cover · 09:14
Why did Pip draft PO #1048?
Original hot sauce fell to 12 days of cover
- Days of cover
- 12target 40
- Units sold, last 30 days
- +24%across channels
- Drafted quantity
- 1,200$5,040
- Status
- Waiting for your inputbatch is over your $10,000 limit
Drafted by Pip · 09:14
More to ask
- Stock
What you can ship
“How much HOT-OG-5OZ is on hand across every warehouse and 3PL?”
“Which SKUs are below reorder point, and what’s already on the water?”
- Inbound
What’s coming and what it costs
“Which POs land in the next 30 days, and which are late?”
“What’s the true landed cost on our last three receipts?”
- Orders
Orders from every channel
“Which Faire orders are on hold, and why?”
“Which order has tracking number 1Z999AA10123456784?”
- Retail EDI
The orders your storefront never sees
“Which retail POs ship this week, and can we fill them?”
“Did the Target ASN go out inside the window?”
- History
Why something’s stuck
“Why hasn’t order 10842 shipped?”
“Is anything marked shipped that never reached the 3PL?”
- Actions · Once write access is on
Make a change
“Put order 10842 on hold until the address is confirmed.”
“Allocate stock to the Whole Foods order and tell me what’s left.”
Your retail orders. Part of the conversation.
Plenty of AI tools can read your Shopify store. Endless MCP reads everything else, too.
Created at checkout
Sent as EDI files storefront tools can’t read
4,900 units committed where storefront tools can’t see
A storefront-only tool would let you oversell 4,900 units.
Those units are already promised to Whole Foods, UNFI, and Target. Sell them twice and you get short shipments, annoyed buyers, and chargebacks.
Connect once. Stay in control.
Enterprise grade context and governance, at your fingertips. With Endless AI, your tools can get you answers from day one—but they won’t change a thing until you say so.
- 14:22 JR Asked for available to promiseHOT-OG-5OZ · read
- 11:48 ST Asked why order 10842 has not shippedOrders · read
- 09:16 JR Approved PO #1048Draft → Approved
- 01
Connect once
Sign in with your Endless account. It takes a few minutes, and everyone keeps the permissions they already have.
- 02
Ask in plain English
Answers come from live data, with the source attached.
- 03
Turn on editing when you’re ready
Holding orders or drafting POs from chat stays off until you switch it on for a brand.
For the teams behind the brands you love.
Built for the whole back office.
- Coverage
Sees your retail orders
Retail POs arrive as EDI files that storefront tools can’t read. Endless MCP sees them, along with every other channel.
- Reach
One connection for everything
Stock, POs, freight, landed cost, and orders all answer in the same chat. Go ahead and close a few tabs.
- Control
Enterprise governance
Enable AI tool writes, one tool at a time. Event-driven activity logs track human and agent activity.
- Provenance
Shows its work
Every answer points to the record it came from. Endless MCP won’t invent a number to sound helpful.
Commerce, at scale.
What can you do with Endless MCP?
What is Endless MCP?
Endless MCP is an MCP server that connects CommerceOS to AI assistants like ChatGPT, Claude, Gemini, Microsoft Copilot, Perplexity, and VS Code. Ask about inventory, purchasing, freight, orders, and retail EDI across every channel you sell on, and get answers from live data. Your assistants can read from day one and can make changes only after you grant permission.
What is MCP (Model Context Protocol)?
MCP, short for Model Context Protocol, is an open standard that lets AI assistants connect to other software. Endless MCP uses it to connect CommerceOS to the assistants you already use.
Which AI assistants work with Endless MCP?
Endless MCP works with ChatGPT, Claude, Gemini, Microsoft Copilot, Perplexity, and VS Code through GitHub Copilot. MCP is an open standard, so other MCP-capable assistants can connect too.
What can I ask Endless MCP?
Anything you’d normally pull a report for: what you can promise a retailer, when POs land and their landed cost, whether an ASN went out on time, why an order is stuck, and what Pip did today.
Can Endless MCP make changes in CommerceOS?
Yes, once you allow it. Your assistants can read from day one. Changes like holding an order or creating a PO are turned on per brand, follow your team’s permissions, and are logged.
Who controls access to Endless MCP?
You do. Everyone signs in as themselves, so the assistant can only do what that person can do in Endless. You can disconnect anyone at any time.
How do I know Endless MCP’s answers are right?
Every Endless MCP answer shows which record the number came from and when, so you can check it yourself.
Why use Endless MCP instead of pasting an export into ChatGPT?
An export is out of date the minute you download it. Endless MCP reads live data, so you’re never arguing with yesterday’s numbers.
Do I need engineers to set up Endless MCP?
No. Setting up Endless MCP takes a few minutes in your Endless account, and our team is happy to walk you through it.
Which plans include Endless MCP?
Endless MCP is included on the Scale and Enterprise plans at no extra cost. It’s also available as an add-on to the Studio, Grow, and EDI Autopilot plans.
Your whole back office, one question away.
Book a demo and bring your trickiest question. We’ll put our MCP to the test with you.
Get a Demo