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Speedtrain exposes a Model Context Protocol server, so an AI agent can author task configurations, run test sessions, and read results without a person clicking through the UI. To set it up, click Use Speedtrain in Claude in the bottom-right corner of any Speedtrain page, or see Connect to the MCP server.
The MCP server is for building and inspecting. It can create a configuration, run a preview, and read every score and piece of feedback — but it cannot accept content or ship it. Those decisions stay with people, in the Speedtrain UI.

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What it is good at

Authoring configurations

Create and push versions from a document, using the platform’s own authoring guide as reference.

Inspecting results

Query review items, read per-rule scores and feedback, and find which rule is doing the rejecting.

Running test sessions

Preview a draft version over a selection of documents before anyone publishes it.

Managing destinations

List, create, and set the status of destinations.

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What it deliberately cannot do

  • Accept or decline content. Every human decision stays in the UI.
  • Configure tool capabilities. Those need platform-side credentials and are set up in the UI. A configuration’s existing capability entries are carried through untouched when an agent edits the document.
  • Write documents. Index documents are read-only over MCP.
That boundary is the point. An agent can do the laborious part — drafting rules, reading hundreds of rejections, spotting which check is noisy — while the decisions that carry consequences remain with a person.

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Getting oriented

Two things are worth knowing before an agent calls anything:
1

Nothing is inferred from your credential

Every call takes a tenant and an environment. The first two calls in any session get them.
2

The authoring guide is a tool, not a document

The server serves its own complete configuration reference and a fill-in template. An agent should read them before authoring or before interpreting classifier feedback, rather than guessing at the document shape.

Connect to the MCP server

Add the server to Claude, Claude Code, or a script.

Management MCP tools

Every tool the server exposes, and what it takes.