Label Studio MCP Server
HumanSignal's MCP server that lets AI assistants create Label Studio labeling projects, import tasks, read annotations and add model predictions.
Updated
⚠️ No recent updates: the GitHub repository has had no commits since May 2025 (checked Oct 18, 2026). It may still work, but expect little or no maintenance.
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Use cases
About Label Studio MCP Server
Label Studio MCP Server is listed in our vision category and is aimed at builders. HumanSignal's MCP server that lets AI assistants create Label Studio labeling projects, import tasks, read annotations and add model predictions. Pricing, as the maker states it: Free, open source (Apache-2.0). Maturity: No recent updates (last commit May 2025). We last checked the official link on 2026-10-17.
What is Label Studio MCP Server?
The Label Studio MCP Server lets AI assistants interact with a Label Studio instance through the label-studio-sdk.
Our listing notes creating labeling projects, importing tasks and reading annotations.
Sources: the official README and our directory listing, checked 2026-10-18. Official site: github.com/HumanSignal/label-studio-mcp-server.
Who is Label Studio MCP Server for?
Data-labeling teams using AI assistants.
Label Studio MCP Server at a glance
- Open source: Yes (Apache License 2.0)
- GitHub: HumanSignal/label-studio-mcp-server · 37 stars (as of Oct 21, 2026)
Key features
- Create projects
- Import tasks
- Read annotations
Label Studio MCP Server FAQ
What is Label Studio MCP Server?
The Label Studio MCP Server lets AI assistants interact with a Label Studio instance through the label-studio-sdk.
Who is Label Studio MCP Server for?
Data-labeling teams using AI assistants.
Is Label Studio MCP Server free?
Label Studio MCP Server's pricing, as the maker states it: Free, open source (Apache-2.0). Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.
Is Label Studio MCP Server open source?
Yes. Label Studio MCP Server is released under the Apache License 2.0, according to its GitHub repository.
What are alternatives to Label Studio MCP Server?
Similar tools include ImageSorcery MCP, Encord Merlin, Picsellia MCP Server, TwelveLabs Jockey MCP, Encord Agents and Valossa Assistant MCP.
Label Studio MCP Server ratings and reviews
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