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Comprehensive MCP server security scanner that detects vulnerabilities, pins tool definitions, monitors for changes, and provides continuous security monitoring through proxy mode.

Comprehensive Datadog Model Context Protocol server providing AI assistants with access to unified observability data including metrics, logs, APM traces, RUM, monitors, dashboards, and specialized toolsets for error tracking and feature flags.

Official Grafana Model Context Protocol server providing comprehensive observability tools for dashboards, Prometheus, Loki, Pyroscope datasource queries, alerting, incident management, and Sift investigations through AI assistants.

MCP gateway for securing, monitoring, and controlling data flows between AI agents and MCP servers. Enables scoped permissions, real-time data monitoring, and approval workflows for enterprise teams using multiple MCP servers to reduce risks like excessive permissions and shadow deployments.

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring capabilities, providing a unified dashboard for all MCP servers.

Analytics and monitoring toolkit for MCP servers, featuring user tracking, session replay, and live debugging. Provides insights into tool invocations, errors, and performance. Similar to Sentry or PostHog but MCP-specific. Use cases: observing AI agent behaviors, debugging tool chains, and optimizing MCP performance in production.

Observability and monitoring tool with its own MCP server for connecting to wider tools and services. Offers dynamic tool discovery for testing and evaluation to combat AI hallucinations.

Puts performance and error data directly in the hands of your AI assistant for monitoring and observability.

Unofficial MCP server for BugBug API, enabling AI assistants to manage browser tests and monitoring workflows.

Production-ready MCP server for AI-driven console automation and monitoring. Features 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications.

Universal deployment tracker for AI assistants with live status badges and deployment monitoring.

Check service status and outage information from Downdetector for real-time monitoring of service availability across various platforms and regions. Helps AI agents verify service health and diagnose connectivity issues.

MCP server for Ayd status monitoring service, enabling AI assistants to check and query the status of monitored services through the Model Context Protocol.

MCP Server for Kubernetes management and workload status analysis, enabling AI assistants to monitor, diagnose, and manage k8s clusters through natural language.

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring. Provides tools for discovering, installing, configuring, and monitoring multiple MCP servers from a unified interface.

MCP server for querying and interacting with Kubernetes environments monitored by Metoro, providing AI agents with cluster observability and management capabilities.

An MCP server for Metoro, enabling AI assistants to query and interact with Metoro's Kubernetes observability and monitoring data through natural language.

MCP server for querying metrics, managing volumes, and searching across NetApp systems and services, enabling AI-driven storage infrastructure management.

Model Context Protocol server for New Relic observability platform integration, enabling AI assistants to query and analyze application performance monitoring data.

3D printing MCP server allowing AI agents to query live state, capture webcam snapshots, and control 3D printers remotely.

CLI and ModelContextProtocol interface to TezLab a Tesla energy monitoring platform.

Enterprise-grade RSS/Atom feed MCP server with intelligent caching, batch processing, content monitoring, and full-text search for automated feed processing workflows.

MCP Observability tooling from Grafana providing comprehensive monitoring for Model Context Protocol implementations. Enables visualization and analysis of MCP usage, performance metrics, and system health in Grafana Cloud.

MCP server providing a bridge to Rollbar's error tracking platform for monitoring and analyzing application errors. Enables AI assistants to retrieve error details, manage projects, track deployments, and analyze error patterns through natural language.

An MCP server that connects to Airbrake error monitoring, enabling MCP-based automation and querying of collected application errors and aggregates.

An MCP server that integrates with Amazon CloudWatch Application Signals to provide application monitoring, tracing, and performance insights to MCP-enabled tools and agents.

An MCP server that enables metrics, alarms, and logs analysis for operational troubleshooting with Amazon CloudWatch, integrating observability capabilities into Model Context Protocol workflows.

An MCP server exposing AWS IoT SiteWise capabilities for industrial IoT asset management, data ingestion, monitoring, and analytics.

An MCP server providing Prometheus-compatible operations for monitoring via Amazon Managed Service for Prometheus.

An MCP (Model Context Protocol) server integration for Bugsnag, enabling AI agents or MCP-compatible tools to access Bugsnag’s error monitoring and application stability management capabilities via the Pipedream MCP platform.

MCP Server for Datadog, enabling model-context agents to query and interact with Datadog’s cloud monitoring and observability services.

3D Printer MCP enables LLMs to control and monitor 3D printing hardware, manage print jobs, and optimize the additive manufacturing process.

An MCP server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to monitor Azure infrastructure via MCP.