71
/ 100
19 days ago
glama
Inference AIops
Enables governance-grade AIops for GPU inference clusters with root-cause analysis, metrics, and policy-governed operations for vLLM and Ray.
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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.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
CLAUDE_SESSION_IDconfig
CLAUDE_CODEconfig
CODEX_SESSIONconfig
OLLAMA_HOSTconfig
DEERFLOW_SESSIONconfig
INFERENCE_AUDIT_RATIONALE— approver (INFERENCE_AUDIT_APPROVED_BY / ).config
INFERENCE_AUDIT_APPROVED_BY— approver ( / INFERENCE_AUDIT_RATIONALE).config
INFERENCE_AIOPS_HOMEconfig
INFERENCE_POLICY_DISABLEDconfig
INFERENCE_AIOPS_CONFIG// 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 4 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
[](https://m8ven.ai/mcp/aiops-tools-inference-aiops-176ows)commit: 29f075a5796b779f6e89daadf0de87734d8da0b7
code hash: 246b1790c1cb2fa7ea671680072b1616b76f7cacf477f1f23e91b2d85053b0c5
verified: 7/12/2026, 8:35:22 AM