Monitoring & Logging MCP Servers (21)

Monitoring MCP servers connect your AI to observability platforms, error trackers, and alerting systems. Query Sentry for error trends, pull Datadog metrics, check uptime in BetterStack, and triage incidents — your AI helps you stay on top of system health without dashboard fatigue.

Best MCP Servers for DevOps & Platform Engineers in 2026

Showing 21 of 21 servers

AI Status Dashboard

Monitoring & Logging

Official

AIStatusDashboard provides insights into the health and status of AI systems, offering metrics and incident tracking. This tool is valuable for AI developers and operations teams looking to monitor performance and address issues proactively.

Bankruptcy Observer

Monitoring & Logging

Official

Bankruptcy Observer offers insights and data related to bankruptcy filings and trends, providing valuable information for legal professionals, financial analysts, and businesses monitoring risk. It helps users stay informed about the financial health of companies.

Bugsnag

Monitoring & Logging

SKILL.md
14 tools

Bugsnag is an error monitoring and reporting tool that helps developers identify, diagnose, and resolve software errors in real-time. It is used to enhance application stability by providing insights into error occurrences and their impact on users.

Cloudflare Digital Experience Monitoring

Monitoring & Logging

Official

Cloudflare Digital Experience Monitoring provides quick insights into the performance of critical applications within an organization, enabling proactive management of user experiences. This tool is valuable for IT teams and business leaders focused on application reliability and user satisfaction.

Datadog

Monitoring & Logging

SKILL.md
43 tools

Datadog is a monitoring and analytics platform that provides real-time insights into infrastructure, applications, and logs for IT and DevOps teams. It is used to ensure high performance and availability of systems through monitoring and alerting.

Incident.io

Monitoring & Logging

SKILL.md
14 tools

Incident.io provides a source connector for Airbyte to synchronize incident and operational data using the Incident.io API, enabling efficient tracking and resolution of incidents. It is primarily used for operational monitoring and incident response management.

Instatus

Monitoring & Logging

SKILL.md
14 tools

Instatus provides operational status monitoring for businesses, enabling users to track and report the real-time status of services. Use it to communicate uptime, downtimes, and maintenance updates to customers.

Mobile Text Alerts

Monitoring & Logging

Official

The Mobile Text Alerts server enables users to send SMS notifications through an AI interface. It is particularly useful for businesses and organizations looking to automate their communication with customers via text messages.

Netdata

Monitoring & Logging

Official

Netdata offers real-time performance monitoring for systems and applications, providing insights into resource usage and health metrics. Developers and system administrators can use this service to optimize performance and troubleshoot issues within their infrastructure. The platform is designed to help users visualize and analyze data for better decision-making.

New Relic

Monitoring & Logging

Official

New Relic's server provides monitoring and analytics capabilities for application performance. It is designed for developers and IT teams looking to gain insights into their software's performance and optimize user experience.

NinjaOne

Monitoring & Logging

SKILL.md
8 tools

NinjaOne RMM is a remote monitoring and management platform that provides IT professionals with tools to monitor devices, automate IT tasks, and manage remote endpoints. Primarily used for improving IT infrastructure efficiency and security.

Opsgenie

Monitoring & Logging

SKILL.md
9 tools

Opsgenie is an incident management tool that provides reliable alerts, on-call scheduling, and escalation management to ensure timely incident response and resolution. Use it to manage on-call teams and orchestrate incident response processes.

Pingdom

Monitoring & Logging

SKILL.md
7 tools

Pingdom is a website monitoring service that provides real-time uptime monitoring, performance tracking, and alerting for websites and APIs.

PingZen Uptime Monitoring

Monitoring & Logging

Official

This server offers uptime monitoring services, allowing users to track the availability and performance of their applications. It is particularly useful for developers and IT teams seeking to ensure their services are consistently operational.

PolarSignals

Monitoring & Logging

Official

Polar Signals is a continuous profiling platform that provides performance monitoring and optimization tools for applications. It offers CPU profiling, memory analysis, and performance insights to help developers optimize application performance and resource usage.

Qualityclouds

Monitoring & Logging

Official

LiveCheck AI offers real-time monitoring and analysis of cloud applications to ensure optimal performance and reliability. It is particularly useful for developers and IT teams who need to maintain high service levels and quickly identify issues in their cloud infrastructure.

Raygun

Monitoring & Logging

Official

Raygun offers error tracking and performance monitoring services for applications, helping developers identify and resolve issues quickly. This tool is essential for maintaining application reliability and enhancing user experience.

Rollbar

Monitoring & Logging

SKILL.md
10 tools

Rollbar is an error tracking and monitoring service that helps developers detect, diagnose, and fix application errors in real-time. Use it to improve software reliability by reducing downtime and accelerating bug resolution.

Sentry

Monitoring & Logging

Official
SKILL.md

Sentry is an error tracking and performance monitoring platform that helps developers identify, debug, and resolve issues in their applications. It provides real-time error reporting, performance monitoring, and release tracking across multiple programming languages and frameworks.

Sentry

Monitoring & Logging

SKILL.md
13 tools

Sentry REST API for error tracking and performance monitoring. Manage organizations, projects, issues, releases, teams, and alerts programmatically. Create projects, resolve issues, deploy releases, configure alerts, and analyze error data. Full CRUD operations for all Sentry resources. Perfect for DevOps automation, incident management, release tracking, and custom error analytics workflows.

ThousandEyes

Monitoring & Logging

Official

ThousandEyes offers network performance monitoring and visibility tools, enabling businesses to track and analyze the performance of their applications and services. This server is essential for IT teams and network administrators focused on optimizing network reliability.

Frequently Asked Questions

What can AI do with monitoring MCP servers?

AI agents can query error rates, check service health, pull metric timeseries, list active alerts, and help triage incidents. Instead of switching between dashboards, ask your AI for a status summary across all your monitoring tools.

Can my AI acknowledge or resolve alerts?

Some monitoring servers support write operations like acknowledging alerts or updating incident status. The AI skill for each server specifies which operations are available and which are read-only.

Which monitoring tools have MCP servers?

Popular monitoring platforms with MCP servers include Sentry, Datadog, BetterStack, Grafana, PagerDuty, and Statuspage. Each provides tools specific to that platform's domain — error tracking, metrics, uptime, or incident management.

Start using MCP servers now

Each server comes with AI skills that teach your assistant the domain knowledge it needs to use the tools correctly.

Best Monitoring & Logging MCP Servers for Claude, Cursor & Codex | MCPBundles