AI Agent for Netdata MCP
Integrate Netdata’s Model Context Protocol (MCP) with FlowHunt’s AI agent to supercharge your infrastructure monitoring. Enable AI assistants like Claude or Cursor to access real-time metrics, logs, alerts, and live system insights from your Netdata nodes—acting as a powerful DevOps/SRE assistant for troubleshooting, anomaly detection, and performance analysis.
Unified Observability Across Infrastructure
Gain comprehensive visibility into your infrastructure with Netdata MCP and AI integration. Aggregate system, application, hardware, and custom metrics across all connected nodes. Instantly discover nodes, monitor streaming configurations, and analyze resource utilization, all from your favorite AI assistant.
- Complete Node Discovery.
- Visualize all connected nodes, their hardware specs, OS details, and streaming relationships.
- Comprehensive Metrics.
- Access system, application, hardware, and custom metrics in real-time for deep infrastructure insights.
- Multi-Environment Support.
- Monitor parent, child, and standalone Netdata nodes for granular or holistic observability.
- Custom Metrics & Categories.
- Integrate StatsD and logs-based metrics for tailored observability.
AI-Driven Analytics & Troubleshooting
Empower your DevOps workflows with AI-powered anomaly detection, time-series analytics, and correlation analysis. The FlowHunt integration with Netdata MCP enables your AI assistant to pinpoint performance bottlenecks, detect anomalies, and analyze resource variability—reducing mean time to resolution.
- Time-Series Analytics.
- Perform advanced aggregation, grouping, and percentile analytics on all collected metrics.
- Real-Time Anomaly Detection.
- Leverage machine learning for instant detection of anomalous metrics and system states.
- Correlation & Variability Analysis.
- Identify relationships between fluctuating metrics and quickly isolate incident root causes.
Live Data, Logs, and Alerts at Your Fingertips
Access live process, network, and container data, view systemd services, and monitor active alerts—all from your AI agent. Instantly query logs, investigate incidents, and track alert history for end-to-end infrastructure health management.
- Live System State.
- Monitor processes, containers, services, mount points, and network connections in real-time.
- Alerting & Alert History.
- Track active alerts, alert transitions, and metadata for robust incident management.
- Log Query & Search.
- Query systemd journal and Windows event logs with advanced filtering and search capabilities.
MCP INTEGRATION
Available Netdata MCP Integration Tools
The following tools are available as part of the Netdata MCP integration:
- infrastructure_discovery
Explore and enumerate all connected nodes, their statuses, hardware specs, OS details, and streaming relationships.
- metrics_discovery
Discover all system, application, hardware, and custom metrics collected by Netdata, including technical metadata.
- time_series_query
Query time-series metrics data with support for grouping, aggregation (sum, avg, min, max), and time-based analytics.
- anomaly_detection
Detect anomalous behavior in metrics using machine learning, with per-metric and per-dimension anomaly rates.
- correlation_analysis
Analyze and correlate metrics to identify those that changed during incidents or problem periods.
- variability_analysis
Identify metrics with unstable or fluctuating behavior indicating possible issues or instability.
- live_system_info
Retrieve live process, service, container, VM, network, mount point, and block device information in real time.
- logs_access
Access and search system logs, including systemd journal and Windows events, with advanced filtering capabilities.
- alerts_monitoring
View active alerts, alert history, and alert metadata, including classifications, recipients, and transitions.
Connect Your Netdata with FlowHunt AI
Connect your Netdata to a FlowHunt AI Agent. Book a personalized demo or try FlowHunt free today!
What is Netdata
Netdata is a comprehensive, distributed real-time monitoring platform designed for systems, hardware, containers, and applications. It collects, visualizes, and analyzes every metric every second, providing unparalleled visibility and insight into infrastructure performance. Netdata leverages advanced AI-powered insights and machine learning to help organizations proactively detect, troubleshoot, and resolve issues before they escalate, ensuring maximum uptime and reliability. Trusted by leading companies worldwide, Netdata supports complete data sovereignty, regulatory compliance, and extreme scalability—offering a single-pane-of-glass experience for monitoring everything from bare metal to multi-cloud environments.
Capabilities
What we can do with Netdata
Netdata enables users to achieve real-time, high-resolution monitoring across their entire infrastructure, from hardware to applications. Its robust capabilities empower teams to proactively identify and resolve performance bottlenecks, automate anomaly detection with AI-driven insights, and efficiently manage logs, metrics, and network activity. By integrating seamlessly with 800+ services and supporting scalable deployments, Netdata is a powerful tool for modern DevOps, SRE, and IT professionals.
- Infrastructure Monitoring
- Gain instant visibility into servers, VMs, containers, and cloud resources in real time.
- Application Monitoring
- Track application performance, errors, and resource usage to ensure optimal service delivery.
- Synthetic Monitoring
- Simulate user interactions and proactively detect issues before they affect users.
- Network Monitoring
- Analyze network performance, traffic patterns, and detect anomalies across complex infrastructures.
- Centralized Log Management
- Aggregate, search, and visualize logs for comprehensive troubleshooting and auditing.
What is Netdata
AI agents and automated systems can leverage Netdata’s real-time monitoring, advanced anomaly detection, and rich metrics to optimize infrastructure management, perform predictive maintenance, and accelerate root cause analysis. With its comprehensive APIs and extensibility, Netdata enables AI agents to orchestrate responses, scale resources, and maintain system health autonomously—driving higher reliability and operational efficiency.