Analytics & Monitoring MCP Servers

Observability MCP server for AI agents: 87 tools to query and operate LLM cost, errors, latency, alerts, budgets, evals, prompts

Read-only VMware vCenter/ESXi monitoring, 32 MCP tools; vSphere calls allowlist-gated in tests.

Prometheus MCP Server

MCP Server for Qlik Sense Enterprise APIs

MCP server for AI agents to investigate OpenTelemetry traces, metrics, and logs

Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams.

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

Free, local MCP server that audits ClickUp, Slack & Teams for work that slipped through.

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

MCP server for LLM agents to interact with PagerDuty SaaS

MCP server for Tableau Public APIs - enables AI applications to interact with Tableau Public content programmatically

Model Context Protocol (MCP) server for Bugsink error tracking — browse teams, projects, issues, events, stacktraces and releases from any

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

SEO, Search Console, analytics, revenue, and uptime for every site you run, from LopeBase.

YouTube MCP Server Implementation

MCP server for VantagePeers — shared memory, messaging, and task coordination for AI agent teams

MCP-native CEP for durable agents: event-time patterns, semantic predicates, derived events.

VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.

Last9 MCP Server - Model Context Protocol server implementation for Last9

Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.