streamops-agent

atomicdragonranch/streamops-agent

★ 1 stars Python DevOps Updated today

AI-powered operations agent for Apache Flink streaming pipelines. Monitors Kafka and Flink metrics, detects anomalies, and recommends scaling and configuration actions via an MCP server interface.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "streamops-agent": {
      "command": "uvx",
      "args": [
        "streamops-agent"
      ]
    }
  }
}

Or install with pip: pip install streamops-agent

README Excerpt

AI-powered operations agent for streaming infrastructure monitoring. Built with Apache Flink 2.0, Kafka, and Claude to detect anomalies, diagnose root causes, and escalate incidents in real-time pipelines. Provisioned Grafana dashboard showing Flink job health, checkpoint performance, backpressure, and JVM metrics. All panels are auto-populated from Prometheus scrapes of the running Flink cluster.

Topics

ai-agentapache-flinkdevopsflinkjavakafkamcpobservabilityreal-timestreaming

streamops-agent

Quick Install

README Excerpt

Topics

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