Name: Label Studio MCP Server: AI Agent Skill
Rating: 8 (1 reviews)
Author: HumanSignal

Question 1

What is Label Studio MCP Server?

Accepted Answer

Label Studio MCP Server is a free, open-source AI agent skill. This project provides a Model Context Protocol (MCP) server that allows interaction with a Label Studio instance using the label-studio-sdk. It enables programmatic management of labeling projects, tasks, and predictions via natural language or structured calls from MCP clients. Using this MCP Server, you can make requests like: "Create a project in label studio with this data ..." "How many tasks

Question 2

How do I install Label Studio MCP Server?

Accepted Answer

Install Label Studio MCP Server with a single command: npx mdskills install HumanSignal/label-studio-mcp-server. This downloads the skill files into your project and your AI agent picks them up automatically.

Question 3

What platforms support Label Studio MCP Server?

Accepted Answer

Label Studio MCP Server works with Claude Code, Claude Desktop, Cursor, Vscode Copilot, Windsurf, Continue Dev, Gemini Cli, Amp, Roo Code, Goose. Skills use the open SKILL.md format which is compatible with any AI coding agent that reads markdown instructions.

Label Studio MCP Server

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