SigNoz

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The SigNoz server acts as a Model Context Protocol (MCP) gateway, allowing AI assistants and Large Language Models (LLMs) to interact directly with SigNoz observability data. It translates natural language queries into API calls, enabling users to effortlessly retrieve and analyze metrics, traces, logs, alerts, dashboards, and service performance. This integration empowers developers and operations teams to gain insights and troubleshoot issues using intuitive conversational interfaces, streamlining observability workflows.

Características Principales

• Query metrics, traces, and logs using natural language
• Search and filter logs based on service, severity, and text
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• List and manage alerts and dashboards programmatically
• Explore trace details and hierarchy for root cause analysis
• Analyze service performance and top operations

Casos de Uso

• Streamline troubleshooting and incident response by asking natural language questions about alerts, logs, and traces.
• Enable AI assistants (e.g., Claude, Cursor) to monitor and query SigNoz observability data.
• Automate dashboard creation and updates based on conversational commands from LLMs.