Hopsworks MCP Server

Enables LLMs to interact with Hopsworks for platform management, feature store operations, model lifecycle, jobs, and integrations.

→ MagicLex/hopsworks-mcp · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

1 tool describes read intent but its handler mutates — analyze_query_schema (line 378: query = eval(query_expression, {"__builtins__": {}}, local_ns))

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// 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 9 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/magiclex-hopsworks-mcp-6l9fa2)](https://m8ven.ai/mcp/magiclex-hopsworks-mcp-6l9fa2)

commit: 1cbfe20d3a02919e73c9083d16ef3f7b111dd441

code hash: 3af720ecdf29f9fcd6654f27b3c14a70fedb5dce0c34ff1a39150f77890b63d4

verified: 6/18/2026, 11:08:18 AM

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