MCP Servers

A Prometheus Model Context Protocol Server.

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

An MCP server that allows querying Loki logs through the Grafana API.

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）

Provides access to OpenTelemetry traces and metrics through Logfire

Zabbix integration for hosts, items, triggers, templates, problems, data and more.

Sentry.io integration for error tracking and performance monitoring

Raygun API V3 integration for crash reporting and real user monitoring

Query and interact with kubernetes environments monitored by Metoro

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

Search dashboards, investigate incidents and query datasources in your Grafana instance