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AI Stack

Observability & Monitoring for AI Agents

Sentry. Grafana. Datadog. New Relic. PagerDuty. Logs, metrics, alerts, and traces - connected, governed, and production-ready.

Curated by the Vinkius team — 5 production-ready MCP servers reviewed, tested, and ready to connect to your AI agents. Create your free account and start connecting in seconds — no infrastructure to manage, no code to write. Just plug in and let your agents work.

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Sentry MCP Server

01MCP Server

Sentry MCP Server

The error tracking platform 100,000+ developers trust - catch every crash, trace every issue.

Sentry is the standard for application error tracking - 100,000+ developers use it to catch exceptions, crashes, and performance regressions the moment they happen. This MCP Server gives your agent full access to issues, events, and releases: query errors by project, read stack traces with source context, resolve or assign issues, track release health, and get real-time crash analytics. Your agent becomes the first responder to every exception - triaging issues, linking commits to regressions, and keeping incident timelines up to date.

Issue queries with stack trace context

Release health & regression tracking

Error resolution & assignment workflows

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Rollbar

Rollbar

Real-time error tracking & deployment analysis

BugSnag

BugSnag

Application stability monitoring & crash reports

Honeybadger

Honeybadger

Error & uptime monitoring for developers

Checkly

Checkly

Synthetic monitoring & API checks as code

Grafana MCP Server

02MCP Server

Grafana MCP Server

The open-source observability stack - visualize billions of metrics from any data source.

Grafana is the visualization layer of modern observability - from Prometheus metrics and Loki logs to Tempo traces and Mimir long-term storage, it unifies every data source into a single pane of glass. This MCP Server gives your agent access to dashboards, data source queries, annotations, and alert rules: pull metric values, check dashboard panels, query logs with LogQL, and manage alert notifications. Your agent can monitor system health, detect anomalies, and correlate metrics across services - all from a single interface.

Dashboard queries & metric visualization

LogQL log queries & Tempo tracing

Alert rule management & annotations

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Incident.io

Incident.io

Modern incident response & on-call platform

Opsgenie

Opsgenie

Alert routing & on-call by Atlassian

FireHydrant

FireHydrant

Incident lifecycle management for DevOps

Better Stack

Better Stack

Uptime, logs & incident management in one

Datadog MCP Server

03MCP Server

Datadog MCP Server

28,000+ enterprise customers - the cloud monitoring platform for infrastructure, APM, and logs.

Datadog is the unified monitoring platform for cloud-scale infrastructure - 28,000+ enterprise customers use it to correlate logs, metrics, traces, and security signals in one place. This MCP Server gives your agent access to infrastructure metrics, log queries, APM traces, monitors, and dashboards: check host health, query logs with faceted search, read trace waterfalls, and manage alert configurations.

Infrastructure metrics & host monitoring

Log queries with faceted search

APM traces & alert monitor management

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UptimeRobot

UptimeRobot

Free uptime monitoring for 2M+ monitors

Pingdom

Pingdom

Website performance & uptime monitoring

HetrixTools

HetrixTools

Server & blacklist monitoring infrastructure

Honeycomb

Honeycomb

High-cardinality observability & distributed tracing

New Relic MCP Server

04MCP Server

New Relic MCP Server

Full-stack APM for the Fortune 500 - metrics, logs, traces, and errors in one platform.

New Relic is the full-stack observability platform trusted by some of the largest enterprises on Earth - from Fortune 500 banks to global retailers. This MCP Server gives your agent access to NRQL queries across all telemetry types: metrics, events, logs, and traces. Query application performance, check error rates, analyze transaction traces, and monitor infrastructure health - all through New Relic's powerful query language.

NRQL queries across all telemetry

Application performance & error rate monitoring

Transaction trace analysis & infrastructure health

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Datadog Cloud SIEM

Datadog Cloud SIEM

Cloud-native SIEM with real-time threat detection

Elastic Security

Elastic Security

SIEM, endpoint & cloud security in one

Sumo Logic

Sumo Logic

Cloud-native machine data analytics & SIEM

Metaplane

Metaplane

Data observability & anomaly detection

PagerDuty MCP Server

05MCP Server

PagerDuty MCP Server

20,000+ teams on-call - the incident management platform that never sleeps.

PagerDuty is the backbone of incident response - 20,000+ teams rely on it to route alerts, manage on-call schedules, and coordinate incident resolution. This MCP Server gives your agent full access to incidents, services, escalation policies, and on-call schedules: create and acknowledge incidents, route alerts to the right team, check who's on-call, and update incident timelines. Your agent becomes the intelligent layer between monitoring alerts and human response - filtering noise, escalating critical issues, and keeping stakeholders informed in real-time.

Incident creation, acknowledgment & resolution

On-call schedule & escalation policy management

Service routing & real-time incident timelines

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Prefect

Prefect

Workflow orchestration with built-in observability

Temporal

Temporal

Durable execution with workflow visibility

Dagster

Dagster

Data pipeline orchestration & asset monitoring

Trigger.dev

Trigger.dev

Background jobs with real-time run visibility

Logs. Metrics. Alerts. Traces. Incidents. Ready for AI Agents.

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