OpenTrain

io.github.OpenTrain-AIPublished by GitHub account OpenTrain-AIv0.2.2Updated Oct 24, 2026

Hire human data labelers, RLHF annotators, and evaluators from your coding agent.

VerifiedSTDIODesktop onlyBusiness & CommerceAI & ML

Overview

AI-generated overview

OpenTrain lets a coding agent hire human data labelers, RLHF annotators and evaluators through the OpenTrain platform.

What you can do
  • Connect a coding agent to the OpenTrain platform to commission human work.
  • Hire human data labelers, RLHF annotators and evaluators from within the agent session.
  • Use a personal API token to act on an existing OpenTrain account, or let the server register an anonymous agent account for a human to claim.
  • Point the server at a different OpenTrain API base URL when needed.
When to use it
Useful when an agent's task needs human-labeled data, RLHF preference annotations or human evaluation rather than automated processing, and you want to request that work without leaving the coding agent.
Requirements
Runs locally over stdio via npx from the npm package @opentrain-ai/mcp, so Node.js is needed. An OpenTrain personal API token is supplied through the OPENTRAIN_PERSONAL_API_TOKEN environment variable; it is optional, since without it the server can register an anonymous agent account for a human to claim. OPENTRAIN_API_BASE_URL optionally overrides the default API base URL. Network access to OpenTrain is required.
Before you install
The server handles a personal API token (OPENTRAIN_PERSONAL_API_TOKEN); treat it as a secret and keep it out of shared logs. Without a token it can create an anonymous agent account at runtime that a human must claim. Hiring human labelers and evaluators is paid work arranged through OpenTrain, so expect costs and review what is being commissioned before running it.

Installation

In SourceWeft

  1. Open OpenTrain in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.2LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.