Cloudera Machine Learning (CML) MCP Server

Item: Cloudera Machine Learning (CML) MCP Server
Rating: 54
Author: M8ven

Enables interaction with Cloudera Machine Learning to manage projects, files, and jobs through the Model Context Protocol. It supports tasks such as uploading files, scheduling jobs, and managing runtimes via natural language interfaces.

→ yw449/cloudera-cml-mcp-server · listed on glama

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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 2 credentials: CLOUDERA_ML_API_KEY, CML_API_TOKEN

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.

🔐 secretCLOUDERA_ML_API_KEY— export ="your_api_token_here"

🔐 secretCML_API_TOKEN— export ="your_api_token_here"

configCLOUDERA_ML_HOST— export ="https://your-cml-instance.cloudera.com"

configCML_BASE_URL— export ="https://your-cml-instance.cloudera.com"

configCML_CERT_FILE— export ="/path/to/your/certificate.pem"

configDISABLE_SSL_VERIFY

// 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.

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[![M8ven Score](https://m8ven.ai/badge/mcp/yw449-cloudera-cml-mcp-server-s73cno)](https://m8ven.ai/mcp/yw449-cloudera-cml-mcp-server-s73cno)

commit: 3b227cdba954f5d2fb3baa7bd3559d2fae49599c

code hash: 5ea79753cd5692a7eaf2dcff23651e73a109b22085ca32eb2d55dea66d67a514

verified: 6/17/2026, 12:20:27 PM

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