Scale AI MCP Server for Claude CodeGive Claude Code instant access to 11 tools to Cancel Task, Create Batch, Create Image Annotation Task, and more

Connect your Scale AI account to any AI agent to orchestrate large-scale data labeling and fine-tuning pipelines through natural conversation.

Claude Code registers Scale AI as an MCP server in a single terminal command. Once connected, Claude Code discovers all 11 tools at runtime and can call them headlessly. ideal for CI/CD pipelines, cron jobs, and automated workflows where Scale AI data drives decisions without human intervention.

What you can do

• Project Management — Create and configure projects for specific labeling types like image annotation or semantic segmentation.
• Batch Operations — Organize high-volume work into batches and finalize them to trigger the labeling process.
• Multi-Modal Tasks — Submit tasks for Image Annotation, Semantic Segmentation, and Video Playback directly via API.
• Task Lifecycle — Retrieve detailed status of individual tasks or cancel pending ones to manage your budget and throughput.
• Parameter Tuning — Update project-level instructions and parameters dynamically to refine labeling quality.

The Scale AI MCP Server exposes 11 tools through the Vinkius. Connect it to Claude Code in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.