Monitoring

MCPJam is a comprehensive development platform for debugging, inspecting, and evaluating MCP servers and apps.

Radar is a Kubernetes UI with built-in MCP server for AI assistants to query cluster resources.

Go-based native MCP server for Kubernetes and OpenShift with direct API integration, supporting CRUD operations, pods, namespaces, Helm, and Tekton.

ESP32 NAT Router firmware with MCP Bridge for AI-controlled networking features.

SQL Server performance monitoring tool with built-in MCP server for AI-powered analysis of wait stats and query performance.

Production-grade MCP server providing Claude with 27 security intelligence tools across 21 APIs for CVE research and threat analysis.

TDA is a Java thread dump analyzer with MCP server capabilities for AI-powered diagnostics.

Comprehensive MCP server with 38 token-optimized tools for managing Coolify self-hosted PaaS through AI assistants.

SonarQube MCP Server enables code quality and security analysis within AI agents via the MCP protocol.

MCP server for Sentry integration with LLMs, providing error tracking and debugging capabilities.

MCPCAN is a centralized management platform for MCP services with container deployment, monitoring, and security features.

Prometheus MCP server enables AI agents to query and analyze metrics through standardized interfaces.

A production-ready MCP server for integrating Charles Proxy with AI agents, enabling real-time traffic capture and analysis.

Lunar.dev is an API gateway for governance and security of AI agent workloads with MCP aggregation capabilities.

MCP server enabling conversational queries to Wazuh SIEM for threat detection, incident response, and compliance checks.

A comprehensive MCP server providing 37 tools for remote SSH management, DevOps automation, backups, database operations, and health monitoring.

A production-ready MCP server for querying Grafana Loki logs with comprehensive documentation and multiple deployment options.

Octopoda is an MCP server that provides persistent memory, loop detection, and audit trails for AI agents with 29 tools.

Windows Remote MCP Server with 40+ tools for desktop automation, process management, and file operations via FastMCP.

An MCP analytics and authentication platform with zero code changes that provides OAuth2.1, real-time logs, and client onboarding.

MCP Server connecting AI agents to Apache Spark History Server for job analysis and performance monitoring.

An MCP server that transforms natural language prompts into Perfetto trace analyses for Android performance debugging.

MCP server for VictoriaMetrics providing full API access to monitoring and observability data.

Comet-ML's MCP server for Opik provides unified access to prompts, projects, traces, and metrics across various IDEs.

Airbroke is a PostgreSQL-based error tracking service with MCP API integration for LLM/agent connections.

Rust-based MCP server for Wazuh SIEM enabling natural language queries to security alerts, vulnerabilities, and system metrics.

MCP server for automated QA testing using Browser-Use agents to find UI bugs and accessibility issues.

Ingero is an eBPF-based GPU observability tool that exposes diagnostic capabilities through MCP for AI assistants.

Pepper is an iOS dynamic library MCP server that gives AI agents eyes and hands inside iOS Simulator apps.

A well-maintained MCP server for read-only access to NetBox network infrastructure data via LLMs.

Chrome DevTools MCP server enables web debugging through Claude by connecting to Chrome's debugging capabilities.

A comprehensive MCP server for Unraid server management through GraphQL API, supporting system info, Docker, VMs, array operations and live telemetry.

Azure's AKS-MCP server enables AI assistants to interact with Azure Kubernetes Service clusters through MCP protocol.

Langfuse MCP server for AI agents to query trace data, debug exceptions, and manage observability.

Reticle is a debugging tool for MCP servers that intercepts, visualizes, and profiles JSON-RPC traffic in real-time with zero latency overhead.

Env-Doctor MCP server provides AI assistants with tools to diagnose and fix CUDA/GPU environment compatibility issues.

HomeButler is a single-binary homelab management tool with MCP server capabilities for monitoring and managing servers.

Complete Zabbix API server exposing 237 tools for monitoring and management via MCP protocol.

VictoriaLogs MCP server provides access to VictoriaLogs observability data through Model Context Protocol.

Goku is a Rust-based HTTP load testing tool with MCP server integration for automated benchmarking.

MCP server enabling AI assistants to analyze HTTP traffic captured by powhttp with advanced debugging capabilities.

MikroTik MCP server enables AI assistants to manage RouterOS devices through natural language commands.

TypeScript MCP server for testing REST APIs through MCP clients like Cline.

MCP server providing seamless access to SigNoz observability data through AI assistants and LLMs.

MCP server providing trace analysis, request reproduction, and regression management for AI agents.

MCP server for Synology NAS enabling AI assistants to manage files, downloads, and system operations through secure API integration.

A tool that validates MCP stdio servers by catching stdout pollution and handshake failures before clients encounter them.

MCP server for ActivityWatch time tracking data, allowing LLMs to query and interact with time tracking information.

SchedCP enables AI optimization of Linux kernel schedulers using MCP Server for automatic management and performance tuning.

A comprehensive MCP server for MySQL databases with advanced query, analysis, and optimization capabilities.

MCP Guardian is a security and management proxy for MCP servers, providing real-time control and monitoring.

MCP server enabling AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls.

An MCP server enabling AI assistants to interact with Kubernetes clusters through kubectl commands.

Multiplatform system monitoring tool with MCP server mode exposing system metrics via Model Context Protocol.

CLI tool to discover and analyze MCP server configurations across various AI applications and IDEs.

MCP server enabling AI assistants to analyze vibration data, detect machinery faults, and generate diagnostic reports.

HomeLab management plugin for Claude with 16+ integrations for media, infrastructure monitoring, and document management.

TypeScript SDK providing observability for MCP servers through OpenTelemetry integration.

Agent skills for building, operating and troubleshooting Apache Kafka applications through MCP integration.

AWS FinOps MCP server for analyzing cloud costs and detecting waste through natural language queries.

MCP-Dandan is a security monitoring framework that intercepts and analyzes MCP communications in real-time to detect malicious behavior.

RootCause is a local-first MCP server that turns natural language requests into Kubernetes incident analysis, diagnostics, and safer operations.

BlazeMeter MCP server enables AI-driven performance testing via natural language commands.

BlueRock provides runtime visibility for Python MCP servers with zero code changes, monitoring tool calls, sessions, imports and subprocess execution as structured NDJSON.

Go process inspector MCP server with goroutine analysis, memory statistics, and binary information via terminal UI or API.

An MCP server that integrates Wireshark/tshark with AI tools for network analysis.

Official PostHog MCP server for integrating analytics data with AI applications.

Commvault MCP Server enables AI agents to securely access and manage backup job details, metrics, client information, and more from Commvault environments.

Advanced Jenkins MCP server with enterprise features for multi-instance management and AI-powered build diagnostics.

Comprehensive MCP server for AI testing, evaluation, and quality assurance with standardized testing methodologies.

A TypeScript MCP server for Local Falcon's SEO platform with 37 tools for local search tracking and competitor analysis.

Go-based MCP server exposing system metrics including CPU, memory, disk, network, and process information.

MCP server enabling AI agents to query Prometheus monitoring metrics through natural language commands.

AppControl MCP server provides read-only access to historical resource usage and system security data through natural language queries.

Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB, DM8, Oracle with OAuth2 authentication, health checks, SQL optimization, and index health detection.

VS Code extension that exposes diagnostic problems via MCP for AI agents to access in real-time.

An MCP server that enables AI assistants to directly analyze Grafana monitoring data through natural language queries.

OpenTrace is an MCP-native observability engine that connects AI coding agents directly to production data via MCP tools.

MCP Center is a centralized proxy service for managing and connecting multiple MCP servers with service discovery and authentication.

TypeScript-based MCP server providing system utilities, network diagnostics, security tools, and QR code generation.

MCP server for monitoring operational status of major digital platforms like AI providers, cloud services, and developer tools.

An MCP server that provides AWS Cost Explorer and Bedrock usage data analysis through Claude Desktop or LangGraph agents.

Universal MCP Server Manager providing single interface to configure and manage multiple MCP servers with web dashboard.

OpsLens transforms Notion into an AI-powered incident command center using MCP for automated incident response.

ChronoLog MCP server enables real-time logging and event processing with LLMs through a distributed time-structured log storage system.

A production-ready MCP server for analyzing SonicWall firewall logs with natural language queries and threat detection.

MCP server providing tactical maritime situation dashboard for Strait of Hormuz with interactive maps and ship tracking tools.

MCP server for Docker container inspection and OpenTelemetry trace querying via Jaeger with built-in security features.

k6 MCP server for load testing integration with AI models through Model Context Protocol.

MCP server providing structured regulatory intelligence for AI agents to ensure compliance across jurisdictions.

An MCP server for LLMs to query, analyze and interact with Prometheus databases.

MCP server that bridges Claude with Prometheus metrics and data.

MCP-Scan is a security tool that statically and dynamically scans MCP connections for vulnerabilities like prompt injection and tool poisoning.

An MCP server for natural interaction with Plausible Analytics data via LLM conversations.

MCP server for monitoring Ayd status checks via the Model Context Protocol.