Monitoring & Observability

Monitoring & Observability integrations for AI agents

Metrics, logs, traces, and incident tooling for production observability.

Observability tools are the raw material of incident-response agents. An agent that can query metrics, logs, and traces compresses the most expensive minutes of an incident — the ones spent gathering context. These integrations are typically read-only by policy: the agent investigates and summarizes; remediation stays behind an approval gate.

Integration

AppDynamics

AppDynamics integration for applications, tiers, nodes, business transactions, metrics, events, health violations, backends, dashboards, snapshots, and alerts

Integration

Datadog

Datadog integration for application monitoring and observability via MCP protocol

Integration

Dynatrace

Dynatrace integration for problems, entities, metrics, logs, synthetic monitors, SLOs, and ActiveGates

Integration

Grafana

Grafana integration for metrics visualization and dashboards via MCP protocol

Integration

Honeycomb

Honeycomb integration for datasets, queries, boards, triggers, columns, markers, and SLOs

Integration

Logz.io

Logz.io integration for log search, alerts, dashboards, sub-accounts, users, account utilization, and Kibana objects

Integration

New Relic

New Relic integration for application performance monitoring via MCP protocol

Integration

OpsGenie

OpsGenie integration for alerts, incidents, schedules, teams, and users

Integration

PagerDuty

PagerDuty integration for B2B incident management via MCP protocol

Integration

Prometheus

Prometheus integration for metrics collection and monitoring via MCP protocol

Integration

Sentry

Sentry integration for projects, issues, events, releases, alerts, monitors, and resolution

Integration

Statuspage

Statuspage integration for pages, incidents, components, and subscribers

Alert-enrichment agents that attach logs, metrics, and recent deploys to every page
Incident summarizers that draft the timeline while responders fix the problem
Anomaly-triage agents that separate noise from signal before waking anyone
Postmortem agents that assemble the evidence trail after resolution

Infrastructure & DevOps

Cloud providers, container platforms, and infrastructure-as-code tooling.

CI/CD & Source Control

Source control hosts, CI servers, and deployment automation systems.

Messaging & Streaming

Streaming, queueing, and pub/sub platforms for moving events between systems.

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What agents do with monitoring & observability tools

Related categories