How ShipHero MCP Turns Live Warehouse Data Into Real-Time Answers

Connect ShipHero to the AI client your team already uses, ask operational questions in plain English, and decide whether it can make changes too. No reports, exports, or custom code required.

The ShipHero Model Context Protocol (MCP) connects supported AI clients directly to your live ShipHero data, so warehouse teams can ask questions and get specific answers from their own account. It is built for day-to-day operational checks, including inventory levels, open orders, shipment status, holds, returns, purchase orders, and exceptions. You choose the access level when you connect it: read-only, or read-write if you want the agent to make changes as well as answer questions. For ShipHero customers, it is available at no additional charge and draws on its own pool of API credits, separate from the ones your production integrations use.

Data Is Only Useful If You Can Reach It

Every order, shipment, inventory movement, hold, return, and purchase order creates data inside ShipHero. Your warehouse information is right there, but getting to it can be a slow, complex process.

Before the ShipHero MCP, answering a specific operational question often meant logging in, finding the right report, applying the right filters, exporting data, or asking the one person on the team who knew where to look. 

Even when the answer was simple, like a quick inventory check, it could turn into a 20 to 45 minute task. A customer question could sit half a day while someone pulled the right numbers. That delay adds friction to the floor. It slows decisions. It keeps teams waiting on data they already own.

The Solution: ShipHero MCP for Live Warehouse Data

The ShipHero MCP gives supported AI clients secure access to live ShipHero data, at the level you authorize.

That means operators can ask questions in plain English and get answers from their actual account, not from a generic help article or static knowledge base. A chatbot can tell you where to find a number. The ShipHero MCP can return the number itself, and if you grant read-write access, act on it.

It works with MCP-enabled AI clients, including Claude, ChatGPT, Cursor, and Codex. Connect it once, choose your access level, and your team can start working from the AI tool they already use.

How ShipHero MCP Works

The workflow is simple:

1. Connect ShipHero MCP to a supported AI client.
2. Log in to ShipHero and choose the access level you want to grant: read-only, or read-write.
3. Ask a warehouse question in plain English.
4. The AI client queries your live ShipHero account.
5. You get a specific answer based on your real data.

The MCP does not replace ShipHero. It makes the data inside ShipHero easier to reach when your team needs a fast answer.

What Warehouse Teams Can Ask

The ShipHero MCP is designed for everyday operational questions, such as:

• Which orders have an address hold right now?
• What is the current inventory level for a SKU across all warehouses?
• Which SKUs are running low across locations?
• How many shipments went out yesterday?
• Which carrier handled the most shipment volume?
• Which purchase orders are expected to arrive this week?
• Which returns were created in the last 7 days?
• How many orders shipped late last week, and which warehouse did they come from?

If you grant read-write access, the same client can also make changes:

• Order tags: Add order tag PRIORITY to unfulfilled orders containing SKU ABC-123.
• Holds: Remove the address hold from order 123456.
• Order editing: Add one GIFT-WRAP to order #10582.
• Kits: Turn SKU SUMMER-BUNDLE into a kit containing two shirts and one cap.
• Shipments: Create a shipment for order #10582 with a UPS tracking number.
• 3PL billing: Charge Acme $35 for relabeling 100 units.
• Products: Add a product image for T-SHIRT-WHITE.

The MCP is built for operational questions and everyday changes. It is not the tool for building full integrations or generating custom application code. That is what the Public API Skill is for, and the Skill remains read-only.

Choosing Your Access Level

Speed matters. So does not breaking anything.

When you connect the ShipHero MCP, you log in and choose what the client is allowed to do. Read-only lets it answer questions and nothing else. Read-write lets it change data in your account, including orders, products, and shipments. You can change your mind later by reconnecting and going through the authorization flow again.

Read-only is the default, and for most teams it is the right place to start. Operators can ask. Managers can check. 3PL teams can answer client questions faster. The records stay exactly as they were.

Read-write is worth granting deliberately, not casually. An AI agent working in your warehouse data reads whatever text your customers typed, including order notes, delivery instructions, and address fields. An agent that can also write will treat some of that text as instruction. That is a real failure mode, not a hypothetical one, and it is why we made read-only the default rather than the only option.

If you do grant read-write:

• Give it to a client and a set of prompts your team actually trusts
• Start with a narrow, well-understood workflow rather than opening it to everything at once
• Review the changes it makes, especially in the first weeks
• Keep read-only connections for the people who only need answers

How ShipHero Secures AI Access

Whichever level you choose, three things hold underneath it.

The access level is enforced at the API. Not in the client, and not by a setting an admin can quietly switch. A read-only token attempting a write is refused by the server, and nothing in a prompt can widen what a token was granted. Changing the level requires a person to approve it in the authorization flow.

Customer personal information is a separate permission. ShipHero treats PII as its own scope. Without it, protected fields such as customer emails, phone numbers, and tax identifiers come back empty, while the operational data in the same query resolves normally. An agent can tell you which orders shipped late yesterday without ever seeing who they went to.

Access is granted at authorization and can be revoked. Tokens are issued through OAuth 2.0 with PKCE and carry only what you approved. For custom work built directly on the Public API, permissions get finer still: twenty read scopes and sixteen write scopes cover separate areas of the account, so a token can be narrowed to a single data area. Any token can be revoked at any time.

Underneath all of it, ShipHero is SOC 2 Type 2 audited and attested, GDPR compliant, and supports MFA and SAML2 single sign-on. Our Trust Center documents the full security and privacy program.

For the technical detail behind each of these, see the ShipHero AI Toolkit and Scopes documentation. If you are evaluating WMS platforms on how safely they hand data to AI agents, our VP of Engineering wrote up the framework we use for that decision.

What Changes for 3PLs and eCommerce Brands

For founders, the MCP can turn a quick inventory check into a simple question.

For operations leads, it can surface shipment status, holds, exceptions, and low-stock SKUs without digging through reports.

For 3PL operators, it can help answer client questions faster, using live account data instead of manual follow-up.

The result is a faster way to reach the information already inside ShipHero, and to act on it when you want to.

Availability and Activation

The ShipHero MCP is available to all ShipHero customers at no additional charge. It draws on a dedicated AI Toolkit credit pool, separate from the credits your production integrations consume, so AI usage cannot throttle the systems running your warehouse. Specific, well-scoped questions still use fewer credits and come back faster.

To get started, visit the ShipHero AI Toolkit documentation or contact your ShipHero account representative.

Frequently Asked Questions