Best AI agents for site reliability and incident response (2026)
AI SRE agents and MCP servers that investigate alerts, read dashboards and CI logs, and help manage cloud infrastructure, so incidents get a first look before anyone is paged. We list 8 tools for site reliability and incident response below, each with a link-checked page, pricing as the maker states it and alternatives.
kagent
Cloud-native framework for running AI agents on Kubernetes.
Radar
Open-source Kubernetes UI with a built-in MCP server for agents.
HolmesGPT
CNCF sandbox SRE agent that investigates alerts and incidents.
Grafana MCP
Grafana's MCP server giving agents access to dashboards, data sources and incidents.
Chaterm
Open-source AI terminal for deploying, troubleshooting and automating cloud infrastructure.
Terraform MCP Server
HashiCorp's Terraform MCP server for looking up providers and modules and automating workflows.
Buildkite MCP
Buildkite's MCP server exposing pipelines, builds, jobs and logs to coding agents.
Cleric
AI SRE agent that investigates production alerts and finds root causes.
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