Monitoring & Observability

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

MCP server (read-only by default) for Percona Monitoring and Management (PMM) 2.x and 3.x: PromQL metrics and Query Analytics

Read-only GCP tools for debugging incidents and finding cost savings

Model Context Protocol (MCP) server for the Pingera monitoring platform

Model Context Protocol server for Opik (Comet's LLM observability platform).

MCP server for PostgreSQL analytics — schema discovery, data exploration, relationships, performance, data quality, multi-env support

Security-focused local MCP server exposing strongly typed READ tools for pfSense.

MCP server for petroleum engineering calculations

MCP server for petroleum engineering: LAS logs, decline curves, PVT, petrophysics, volumetrics.

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

PAR MCP Inspector TUI - Terminal interface for MCP servers with smart content detection, syntax highlighting, and protocol debugging

Community-maintained fork of PagerDuty's MCP server with additional capabilities for interacting with your PagerDuty account.

MCP Server para consulta de logs do Grafana via Loki API

MCP server for OpenTelemetry trace analysis during development

MCP server for analyzing OpenTelemetry traces

OCI Stack Monitoring MCP server

OCI Resource Discovery and Monitoring MCP server

OCI Resource Discovery and Monitoring Control MCP server

OCI Network Monitoring MCP server

OCI Monitoring Service MCP server