mlserve

Item: mlserve
Rating: 67
Author: M8ven

Self-hosted ML inference MCP server providing embeddings and summarization tools using sentence-transformers and Ollama, with low-latency preloaded models and API-key authentication.

→ prjha-ds/ds-ml-mcp-service · 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.

// 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/prjha-ds-ds-ml-mcp-service-nrkdj2)](https://m8ven.ai/mcp/prjha-ds-ds-ml-mcp-service-nrkdj2)

commit: 330a23f94b45911d3895f1359288cdd5facef1ba

code hash: 42b255d89992c18439e0785e57af626a529bce12acda9e51c6a0bddd8a5c0a41

verified: 7/12/2026, 8:35:21 AM

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