How do I use Datashift MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Datashift MCP Server submit a task for human review of my latest analysis" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

Datashift MCP Server

License: MIT

Model Context Protocol server for Datashift. Allows AI agents to submit tasks for human or AI review and receive decisions via MCP tools.

Overview

Datashift adds human review checkpoints to AI agent workflows. This MCP server enables agent-initiated review — the agent decides when to request human oversight based on its own reasoning.

Tools

Tool	Description
`submit_task`	Submit a task for review (approval, classification, scoring, labeling, augmentation)
`get_task`	Check task status and retrieve review results
`list_queues`	List available review queues
`get_queue`	Get queue configuration and review options

Resources

Resource	Description
`task:///{task_id}`	Access task details and review status

Setup

Prerequisites

Node.js 18+
A Datashift account with an API key

Installation

npm install

Configuration

Copy .env.example to .env and configure your environment variables.

Build and run

npm run build
npm start

Authentication

Uses OAuth 2.0 with PKCE for secure agent authentication. AI agents obtain a JWT from the Datashift API's OAuth endpoints, which is validated by the MCP server and passed through to API calls.

Resources

Datashift Website — Product overview and sign up
Documentation — Guides, API reference, and examples
MCP Documentation — MCP-specific setup and usage
SDK — TypeScript and Python SDKs for developer-enforced review
Console — Manage queues, reviewers, and API keys
GitHub — SDKs and sample projects

License

MIT

This server cannot be installed

A

license - permissive license

-

quality - not tested

C

maintenance

How are these scores calculated?

Resources

GitHub Repository

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Datashift MCP Server

Datashift MCP Server

Overview

Tools

Resources

Setup

Prerequisites

Installation

Configuration

Build and run

Authentication

Resources

License

Resources

Looking for Admin?

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