Monitoring & Observability

MCP server for Observe observability platform integration

MCP server for FeedFast — let any AI agent publish changelog entries, schedule maintenance, and read your feedback board and uptime.

Uptime, browser, and synthetic monitoring. Create and manage monitors, incidents, alerts, status pages, and analytics from an AI agent.

MCP (Model Context Protocol) wrapper for coaiapy observability toolkit

腾讯云 CLS 日志服务 MCP Server - 从可观测性视角为 AI 助手提供全方位日志服务能力

An MCP server for Uptime Kuma

MCP server for Sentry performance insights, monitors, and alerts

MCP server for PagerDuty incident management

MCP server for LibreNMS network monitoring

AWS ECS MCP Server for automating containerization and deployment of web applications to AWS ECS

MCP server for Google Cloud Armor WAF log patrol: deny summaries and false-positive checks

DataOps ClickHouse MCP server with query optimization and pipeline monitoring

MCP server for ClickHouse analytics — schema discovery, data exploration, storage & engines, performance, data quality, multi-env support

Certificate Transparency search for AI agents: certs, subdomains, issuance history, expiry.

MCP server instrumentation for Cerberus API monitoring

Unofficial MCP server for HPE Aruba Networking Central

A Model Context Protocol (MCP) server to retrieve monitoring, incident, notification and other data from Bubobot services

BitAXE Gamma MCP Server

MCP server for Base2 open-source AWS tools — documentation, guidance, and CLI execution

Production-ready MCP server for monitoring AWS Health events and service status