Analytics & Monitoring MCP Servers

Monitor cron jobs and recurring work through a project-scoped Watchgoose connection.

Manage open-source in-product surveys, collections, responses and exports with scoped access.

Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.

Umami v3 MCP for Cloud or self-hosted analytics, with read-only, privacy-conscious defaults.

Finds the removed components and renamed attributes in an OpenTelemetry Collector config before the

Ask about revenue, MRR, ad spend, LTV and CAC; install the Pulse SDK. Read-only.

MCP server for Sentry — error tracking, issues, releases, events, and projects for AI assistants.

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes.

MCP server for cron silent-failure detection across crontab, systemd, and OpenClaw schedulers.

A Model Context Protocol (MCP) server for Compresto, providing AI assistants with real-time data about Compresto's usage statistics.

Health monitoring for all your MCP servers

Product analytics for user flows: aha moments, retention, funnels, per-user dot plots. YC method.

Model Context Protocol (MCP) server for Dynatrace

Google Analytics 4 Admin API tools via Model Context Protocol

Model Context Protocol server for Google Cloud observability services (Logging, Monitoring, Trace, Spanner)

MCP server for Instatus - manage status pages, incidents, components, and more via Claude Code

Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

World MiniApp reviews and analytics — verified human ratings via World ID

Query GA4 analytics data with custom reports, pivot tables, and audience exports

Read-only MCP server for MuleSoft Anypoint: app logs, archive search, Runtime Manager, Exchange.