mcp-label-studio: A Label Studio MCP server

Item: mcp-label-studio: A Label Studio MCP server
Rating: 62
Author: M8ven

mcp server for label studio

→ lxkaka/mcp-label-studio · listed on mcp_so

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: LABEL_STUDIO_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretLABEL_STUDIO_API_KEY— docker run -e =your-api-key -e LABEL_STUDIO_URL=http://your-label-studio-instance mcp-label-studio

configLABEL_STUDIO_URL— docker run -e LABEL_STUDIO_API_KEY=your-api-key -e =http://your-label-studio-instance mcp-label-studio

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/lxkaka-mcp-label-studio-1v4lfi)](https://m8ven.ai/mcp/lxkaka-mcp-label-studio-1v4lfi)

commit: 9a17513c33c9dd54bfeb74e327e6f83f20ee3e7a

code hash: d9c7e0b5031fb795db37cb2e97a633c503a282cffe8ad289bf6d2e61ead75e6e

verified: 7/3/2026, 9:53:08 AM

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