Monitoring & Observability

MCP server for Tailscale network monitoring and security — devices, ACLs, DNS, keys, users, audit logs

MCP server for Ubuntu system diagnostics and monitoring

Linux system inspection, systemd unit generation, port auditing, and timeout-bounded task execution MCP server

MCP server for Sumo Logic — 48 tools for log search, monitors, alerts, dashboards, collectors, metrics, and more

A stateless MCP server with full Model Context Protocol support

MCP server for checking SSL certificate expiration dates

FastMCP server for Spyglass AI agent

Gemini-driven agent that drives the official Splunk MCP Server (Splunkbase App #7931) to answer natural-language questions about Splunk data.

A comprehensive Spark event log analysis MCP server with performance monitoring and optimization recommendations

A templated MCP server for demonstration and quick start.

Unified observability MCP server: SkyWalking (OAP GraphQL) + Zabbix, with cross-stack correlation.

MCP server that checks a website's availability, speed, SSL expiry, basic SEO tags and broken links

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

MCP server for interaction with Sifflet data observability platform

MCP server for Shepherd - Debug your AI agents like you debug your code

Shell Operations MCP Server - 系统运维操作工具集，提供系统监控、进程管理、网络诊断、日志分析等能力

MCP server to monitor and manage remote Linux servers via SSH. 63 tools: health checks, log search, APM, SLOs, anomaly detection, auto-remediation, live dashboard, CIS benchmarks, CVE scanning, database monitoring, compliance reports, team RBAC, PagerDuty/Telegram/OpsGenie.

A sovereign, local-first MCP server for enterprise incident response, Sentry error triage, Linear issue sync, and Slack operational alerting.

Companion MCP server for Sentry — release health, adoption metrics, and tools missing from the official Sentry MCP

MCP server for SLURM cluster interactions enabling end-to-end AI-assisted coding workflows