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SigNoz

INFRA · APIS
Velocity6.3

SigNoz exposes its observability stack via MCP — AI assistants can now query logs, traces, and metrics directly.

mcp-observabilitytracingazure-monitoringai-debuggingrbac
◆Current state
SigNoz's recent stream pairs an AI-side play with steady core-product work. The headline move is the SigNoz MCP Server: a hosted endpoint (plus a self-host option) that lets Cursor, GitHub Copilot, Claude, Codex, and Gemini search logs, query metrics, inspect traces, and work with alerts and dashboards through natural language. Around it, the core product keeps polishing: trace details have been rebuilt with funnel-aware navigation, Query Builder v5 lands in Infrastructure Monitoring, dashboards gain per-panel cursor-sync modes, ingestion-limit alerts are now one click with a default name, and native Azure monitoring covers VMs, App Service, AKS, Container Apps, Functions, SQL Database, and Blob Storage. Service accounts replace the legacy API Keys page, with RBAC and a clearer invite-expiry UI.
◆Where it's heading
SigNoz is positioning itself in the 'AI-queryable observability' lane — open-source Datadog with an MCP front door. The MCP server makes the data queryable by every major coding assistant simultaneously, which is the right move for a tool whose primary buyer is the engineer at the IDE. The parallel work — Azure breadth, service accounts, faster query builder — looks like ground prep so that the MCP-mediated queries land on a faster, broader, more access-controlled backend.
◆Prediction
Expect the MCP server to gain write actions (silence alert, acknowledge incident, snapshot a query) so AI assistants move from read-only investigators to incident-response participants. Cloud breadth is likely to keep growing — GCP-native monitoring would be the obvious next addition after Azure.

◆Recent moves

  1. 1d ago

    Trace details revamp plus Query Builder v5 in Infra Monitoring

    The trace details view is rebuilt with cleaner span, attribute, and event navigation; traces opened from funnels now launch in a new tab. Query Builder v5 also rolls into the Logs, Metrics, Traces, and Events views of Infrastructure Monitoring.

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  2. 6d ago

    Azure native monitoring lands; ingestion alerts one-click

    Azure VMs, App Service, AKS, Container Apps, Functions, SQL Database, and Blob Storage are now natively monitored, closing a major cloud-breadth gap. Ingestion limit alerts are now a one-step action with a default name, plus a few query-rendering and timezone fixes.

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  3. 15d ago

    Per-Dashboard Cross-Panel Cursor Sync

    Per-dashboard cursor sync modes — Crosshair, Tooltip, or No Sync — let teams pick how panels react to hover. Small UX choice with real value when comparing latency-heavy and metric-heavy dashboards side by side.

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  4. 20d ago

    SigNoz MCP Server: AI assistants can query observability data

    ⚡ SPARK

    SigNoz ships an MCP server so Cursor, Copilot, Claude, Codex, Gemini, and other AI assistants can query logs, metrics, traces, alerts, and dashboards in natural language. Cloud users connect via a hosted endpoint from Settings; self-hosters can run it locally.

    View source ↗
  5. 20d ago

    Introducing the SigNoz MCP Server

    Duplicate feed entry for the MCP server announcement — no additional content beyond the primary release item.

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  6. 21d ago

    Introducing the SigNoz MCP Server

    Second duplicate of the MCP server announcement in the feed. Indicates noisy republication rather than new content.

    View source ↗