Logs, metrics, traces and alerts.
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases. This server allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
The gateway for GenAI systems to interact with multiple Kubernetes clusters through the MCP
Read-only Prometheus/Thanos MCP server for metrics querying, cardinality analysis, and monitoring
Read-only Loki MCP server for log querying, searching, and analysis
A Model Context Protocol (MCP) server that provides DevOps tools and resources for Kubernetes, AWS, Prometheus, and more
MCP server for Prometheus integration
Proof of Concept: AI-Powered Predictive Maintenance & Fault Diagnosis MCP Server - Industrial machinery condition monitoring, vibration analysis, bearing diagnostics, and ML-based anomaly detection through Model Context Protocol
VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 46 MCP tools.
MCP server for retrieving issues from sentry.io
MCP server for retrieving issues from sentry.io
MCP server for read-only access to Grafana instances
A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering.
A FastMCP server for querying Loki logs from Grafana
Read-only MCP server for observing and debugging Modal applications
QA agent service 集合
QA agent service 集合
MerchWatch MCP Extension — Merchant performance monitoring tools for Goose (disputes, refunds, chargebacks, linkage)
MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3
MEEK DEFONEOS CDN Edge MCP — Cloudflare + Vercel Edge + multi-region CDN. MIT-licensed.
MEEK DEFONEOS Audit Logging MCP — SIEM + audit chain + compliance logs. MIT-licensed.