Red Hat OpenShift AI

Item: Red Hat OpenShift AI
Rating: 43
Author: M8ven

Integrates with Red Hat OpenShift AI clusters through Kubernetes APIs to list pods and workbenches within specified namespaces for DevOps workflows, cluster monitoring, and machine learning workload management.

→ ada333/mcp-server-rhoai-workbenches · listed on pulsemcp

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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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

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// improvement guidance — verified publishers only

We have 1 concrete improvement 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/ada333-mcp-server-rhoai-workbenches-1gsbc1)](https://m8ven.ai/mcp/ada333-mcp-server-rhoai-workbenches-1gsbc1)

commit: 9a0e06648944d6d34de1b4de0cce25e32f9c3fb8

code hash: 7081aecebbb59e289b834f3ef61e2d5744291f0fef030c1f4381359b7fae9823

verified: 7/23/2026, 9:17:30 AM

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