AIops-tools/Queue-AIops

Overview

Queue-AIops is a Python tool for governed AI operations on Redis and RabbitMQ. It performs root cause analyses for memory pressure, latency, queue backlog, and connection churn.

Best for

Best for
Developers operating Redis and RabbitMQ who want AI-assisted root cause analysis

Use cases

• Diagnose Redis memory pressure
• Investigate RabbitMQ queue backlog
• Analyze connection churn events

How to use

Install

uvx --from queue-aiops queue-aiops-mcp

Tools exposed

• queue_overview
• redis_server_info
• redis_memory_stats
• redis_clients
• redis_slowlog
• redis_config_get
• redis_keyspace
• redis_big_keys
• rabbitmq_overview
• list_queues
• queue_detail
• list_connections
• list_channels
• list_policies
• node_health
• redis_memory_pressure_rca
• redis_latency_rca
• rabbitmq_queue_backlog_rca
• connection_churn_analysis
• redis_config_set

Clients listed in this record (not verified here)

Claude Code, OpenClaw

Example client config

{
  "mcpServers": {
    "queue-aiops": {
      "command": "uvx",
      "args": [
        "--from",
        "queue-aiops",
        "queue-aiops-mcp"
      ],
      "env": {
        "QUEUE_AIOPS_MASTER_PASSWORD": "your-master-password"
      }
    }
  }
}

Notes