"Observability" matching MCP servers:

About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.

An MCP server that enables AI assistants to manage, monitor, and diagnose Windows systems through 42 tools across 8 modules, including services, event viewer, task scheduler, processes, network, diagnostics, observability, and safety features.

Enables AI agents or human operators to spawn, monitor, drive, and hook into child terminal sessions—such as CLI tools, interactive shells, and polyglot runtimes—via POSIX pseudo-terminals, providing multiplexed control, event interception, and memory-bounded observability for orchestration.

Enables executing bash commands with foreground/background support, timeouts, environment control, and OpenTelemetry observability.