Inference AIops MCP Server

io.github.AIops-tools/inference-aiops

What is the Inference AIops MCP server?

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "inference-aiops": {
      "command": "uvx",
      "args": [
        "inference-aiops"
      ]
    }
  }
}

Active

Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Python

MIT

Active

Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.

Python

MIT

Active

Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

Python

MIT

Active

Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.

Python

MIT

Active

Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.

Python

MIT

Active

Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

Python

MIT