Loading ToolBench

Reading the current corpus…

vibops-mcp MCP server · F · ToolBench

vibops-mcp

83 MCP tools for GPU infrastructure + Agent FinOps — deploy LLMs, manage VMs (Proxmox/XO/vSphere), track cost per agent, enforce budgets and model policies. Works with Claude, Cursor, n8n, LangChain

2026-07-28+STDIO0 tools

26/100

Definition Quality0

Protocol Readiness0

Supportability43

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence

Current-spec patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

26/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	26	2026-07-28+	v2