MCP connectors let AI assistants book freight

On 29 September, Flexport began letting customers book ocean and air freight from inside Claude, ChatGPT, Microsoft Copilot and Meta's Muse. According to the company, an AI agent, meaning an assistant allowed to take steps by itself, can submit cargo details, book against the customer's negotiated rate and return a booking ID and transit time, without anyone logging in to Flexport's platform for each request. Each user signs in once with their own Flexport account to authorise the assistant.

The supply chain software company FreightPOP had opened its system to AI assistants on 17 September, and the forwarder Freight Right followed on 7 October with a service covering ocean, air and ground freight. All three companies say the service is available now, and all three connections are built on the Model Context Protocol, or MCP, a shared standard for connecting AI assistants to company systems.

Parcel and transport software firms such as Easyship and Shipwell had released MCP servers in April and May. The three launches since mid-September cover ocean freight as well.

How an MCP connector lets an assistant act

A model is the software, trained on large amounts of text, that reads a request and writes the reply. An assistant such as Claude or ChatGPT is the application built around a model. An agent is an assistant that is allowed to take steps by itself: search a rate, fill in a booking, check a shipment every few hours and report back. An API is the entry point a company's system opens so that other software can read data or send instructions. MCP does not replace it: Flexport, for example, says its MCP server runs separately from its public API, with its own rate limits, so existing integrations are not affected.

Anthropic introduced MCP in November 2024 as an open standard for connecting AI assistants to the systems where data lives. In December 2025 it donated the protocol to the Agentic AI Foundation, a foundation the Linux Foundation formed with founding project contributions from Anthropic, Block and OpenAI. Because the standard is shared, a forwarder builds one connector and every assistant that supports MCP can use it, instead of a separate integration for each.

Each firm puts the approval step in a different place

According to Flexport's product page, the price, routing and cargo details are validated before an agent books against a rate it has just pulled, and a booking without a rate is held "pending your approval". The page does not say who gives that approval. The company's release adds that every exception routes to a human expert.

According to its announcement, Freight Right asks the customer to confirm the request through Freight Right's own system before the shipment is booked. FreightPOP says it ties every call to an individual user, lets administrators decide who may connect at both company and user level, and keeps its three write actions (create a shipment, import orders in bulk, cancel a shipment) separate from its eight read-only tools.

Flexport sets a similar limit. Its product page says the assistant can reach exactly what the signed-in person can already reach in the Flexport app, and nothing beyond it. An agent acting for a logistics clerk can therefore book only what that clerk could book by hand. Limits a company has set inside the platform apply to its agents too, while approvals that happen outside the platform do not carry over.

A flexitank of olive oil is special cargo

The three companies announced their connectors in the weeks around 1 October, the day the 2026/27 olive oil season opened. Spain's agriculture ministry put the national crop at 1,602,596 tonnes that day, 23% above last season, in its first estimate of the harvest, a preliminary figure the ministry says may be revised. The president of Greece's national olive oil interprofessional organisation expects increases across all Mediterranean producing countries.

Bulk olive oil can travel in a flexitank, a single-use bag of 16,000 to 24,000 litres fitted inside a 20-foot dry container. ZIM lists edible oils among the cargo it accepts this way, treats a container with a flexitank as special cargo that needs special approval, and accepts one only after it has received the required documents on both the cargo and the flexitank. TT Club, the transport insurer, gives the same 24,000-litre ceiling.

Discharge valve of a flexitank fitted at the door of a dry container and connected to a hose

A container carrying a flexitank counts as special cargo, and carriers such as ZIM accept it only after receiving documents on both the cargo and the bag.

Flexport's rate search covers ocean freight in full container loads (FCL) and shared container loads (LCL), and air freight. None of the three announcements mentions food, refrigerated containers or bulk liquids such as olive oil shipped in flexitanks or ISO tanks, and none explains how an agent's booking deals with a carrier's prior acceptance of a flexitank. The documents a food buyer checks before payment, such as a certificate of analysis for olive oil, are absent from all three announcements as well.

Flexport's agents search contract rates alongside spot rates

Flexport's agents search "active contract and available spot market rates". A contract rate is the price a shipper has negotiated for a lane over a set period. A spot rate is the market price for a single shipment on the day, and it changes from week to week. A freight cost reported by an agent means little until the buyer knows which of the two it is and on which date it was pulled, especially when it is compared with a supplier's CIF offer.

Under FOB and CIF Incoterms for olive oil, the buyer arranges the main sea freight in the first case and the seller in the second. On an FOB purchase from Valencia, the agent that books is therefore the importer's; on a CIF sale from Piraeus, it is the exporter's.

Five points to check before an agent books

Cargo coverage. Whether the forwarder's connector handles flexitanks, refrigerated containers and the carrier approvals they need, or only standard dry containers.
The approval step. Where it sits in the forwarder's system and who in the company holds it.
The rate type. Contract or spot, and the date the agent pulled it.
EU customs. Flexport's customs audit rules, which a company writes from its own procedures and which check each entry before filing, are live for US entries only. The company says the Netherlands and the United Kingdom will follow, without a date.
Evidence from outside the vendor. Flexport says the wider AI-based automation program behind its agents processes 21 million tasks a year. None of the three releases names a customer or publishes an error rate for bookings made by agents.