Prometheus

关于

The Prometheus Server offers a robust Model Context Protocol (MCP) interface, empowering AI agents to seamlessly interact with Prometheus and Alertmanager. It provides a comprehensive suite of 38 specialized tools, including full Prometheus API coverage, SRE Golden Signals, intelligent analysis (anomaly detection, capacity forecasting, metric correlation), and PromQL helpers. Designed for production environments, it supports multiple transports (stdio, HTTP/SSE) and features Kubernetes-native deployment options with Helm charts and Terraform modules, ensuring reliability and scalability.

主要功能

• 38 comprehensive MCP Tools covering Prometheus API and intelligent analysis
• Advanced analysis capabilities like anomaly detection, capacity forecasting, and metric correlation
• 2 GitHub stars
• Built-in SRE Golden Signals for error rate, latency, throughput, and saturation
• PromQL helpers for query validation, explanation, suggestions, and optimization
• Production-ready with Kubernetes-native deployment options (Helm, Terraform, HPA, PDB)

使用案例

• Programmatically managing Alertmanager silences and performing advanced metric comparisons.
• Empowering AI agents to autonomously query Prometheus metrics and analyze alerts.
• Automating SRE operations by calculating SLIs, detecting anomalies, and checking error budgets.