Best Monitoring AI Skills & MCP Servers

Ionhour MCP Server -- connect AI assistants to your uptime monitoring workspace

MCP server providing AI agent observability — tracing, cost tracking, performance monitoring, and audit trails

Sentinal MCP Server — Infrastructure monitoring tools for AI assistants. Works with Claude, Cursor, Copilot, Cline, Warp, Gemini CLI, and more.

MCP server for AgentPay — the payment gateway for autonomous AI agents. Discover, provision, and pay for MCP tool APIs. Includes reliability monitoring with circuit breakers and health metrics.

MCP server for Sitepager — SEO auditing, visual regression testing, and Lighthouse performance monitoring

Lossless, project-scoped memory for AI coding tools. Durable context across sessions with 56 MCP tools, FTS5 search, conductor orchestrator, loop/watch monitoring, snapshot capture, pre-flight overlap checks, Claude/Codex/OpenCode wrappers, Linear sync, a

MCP server for CostHawk - AI API cost monitoring and optimization with Claude Code tracking

Kibana MCP Server

MCP SSH Manager: Model Context Protocol server for SSH remote server management. Control SSH connections from Claude Code and OpenAI Codex - execute commands, transfer files, database operations, backups, health monitoring, and DevOps automation. NEW: Too

Runtime feedback MCP server for AI coding agents. ViewGraph sees the UI - TracePulse feels the backend.

Datadog MCP server for monitoring, metrics, logs, and dashboards

Frase MCP Server — The complete content platform for AI agents. Research, write, optimize, and host SEO & GEO-optimized content with built-in AI search visibility monitoring. Includes Frase CMS for auto-optimized web hosting, 95 tools, 9 agent skills, and

MCP server for AI Sightline — monitor brand visibility across AI platforms (ChatGPT, Google AIO, Perplexity, Claude, Gemini, Copilot)

MCP server for 402 Index — search 15,000+ paid API endpoints across L402, x402, and MPP protocols with real-time health monitoring

An open-source MCP server for Answer Engine Optimization (AEO) monitoring.

MCP server for monitoring Elastic APM via Kibana API

SDK, CLI, and MCP server for anton.app — track children's learning progress, browse lessons, manage assignments

MoltFlow — complete WhatsApp automation platform: bulk messaging, scheduled messages, scheduled reports, custom groups, lead detection & CRM, AI replies with style cloning, knowledge base (RAG), voice transcription, group monitoring, labels, anti-spam, co

Observability for MCP servers and LLM applications — traces, metrics, dashboards. One-line instrumentation for OpenAI, Anthropic, Gemini, and MCP. Self-hosted with Grafana + Prometheus + Jaeger.

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

painlessMesh is a user-friendly library for creating mesh networks with ESP8266 and ESP32 devices. This Alteriom fork includes additional packages for sensor data (SensorPackage), device commands (CommandPackage), and status monitoring (StatusPackage). It

Real-time crisis and disaster monitoring via GDACS, USGS, and ReliefWeb

Model Context Protocol (MCP) server for Grafana - Complete TypeScript implementation with all tools

MCP Server for Jaeger