Analytics & Monitoring MCP Servers for Claude Desktop

MCP server for the Updown.io website monitoring API

Unofficial / community Model Context Protocol server for Vexo mobile analytics. Query event vocabulary, aggregate counts, per-day

MCP server for cold-chain sensor data analysis: threshold breaches, anomalies, journey segmentation. All processing local.

MCP server for Crontinel background job monitoring

Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

Official Model Context Protocol (MCP) server for Drumbeats — operate your monitoring from any AI client: create monitors, triage incidents

MCP server for HostAtlas infrastructure monitoring — works with Claude Code, Cursor, Windsurf, and any MCP client

Open-source MCP server for agentic incident diagnosis across Prometheus, Loki, Sentry, and GitHub

Intelligent log analysis for LLMs - extract patterns, redact secrets, compress 50%+

MCP server: string-distance metrics (Levenshtein, Damerau, Jaro-Winkler, similarity).

MCP Server for Nagios Core

MCP server for Pulspeed — website performance monitoring via PageSpeed Insights and AI analysis. Works with Claude, Cursor, Windsurf, and

MCP server for Redash integration

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning

MCP server for the Smart Compost platform. Exposes the Integration API as tools over local stdio; the x-api-key stays on the client.

MCP server for Tideways performance monitoring integration with AI assistants

Production-ready tool for monitoring VA Design System component status, maturity levels, and generating implementation examples - both as

MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight)

Model Context Protocol (MCP) Server for Vunet vuSmartMaps - Multi-tenant observability platform integration

Usage analytics and monitoring for AI agent tool calls — track, analyze and optimize agent behavior

Concierge MCP for agentic workflows: verified time + drift, uuid, diff, calc, attest, verify.