Analytics & Monitoring MCP Servers

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

AI Log Intelligence MCP Server - Consumes structured logs, detects anomalies, clusters errors, and identifies regressions

Log sink MCP server with HTTP ingestion and AI analysis

Log analysis and processing tools for AI agents via MCP

Log10x MCP Server — per-pattern log cost attribution, root-cause investigation, pasted-batch triage, archive query/backfill, and

🚀 Debug server logs in under 30 seconds - AI-powered MCP server with rapid debugging, real-time monitoring, and actionable fixes

MCP server for LogicMonitor API integration

LogicMonitor Model Context Protocol Server

Model Context Protocol server for Logly — privacy-first web analytics. Query stats, breakdowns, funnels and real-time visitors from Claude

Real-time log capture MCP server for development projects with remote process control

MCP server for filtering and analyzing cloud platform logs

Logwick MCP server — connect AI agents to your audit log

Model Context Protocol server for Logz.io log management platform

An MCP server to easily search and retrieve logs from Grafana Loki

A Model Context Protocol (MCP) server for the Looker API with full tool coverage, OAuth pass-through, and user impersonation support.

MCP server for Loxone home automation

An open source MCP server empowering SREs with intelligent observability, predictive analytics, and AI-driven automation across Kubernetes

A Model Context Protocol server for interacting with Mackerel

Management Logs MCP server for Check Point products

MCP server that gives Claude access to Matomo analytics — visits, pages, referrers, events, and more

[DEPRECATED — mcpcat is now agentcat: npm install agentcat] Analytics tool for MCP (Model Context Protocol) servers - tracks tool usage