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 15 tools for site reliability and incident response below, each with a link-checked page, pricing as the maker states it and alternatives.
Updated
15 tools: 10 open source, 1 free or freemium, 3 paid, usage-based or enterprise, 1 pricing on the maker's site.
OneUptime MCP
OneUptime's official MCP server, giving agents access to monitors, incidents, on-call and status pages in this open-source observability platform. Free plan, paid plans from $22 per user, or self-host.
Added
Ongrid
An ops agent that learns your infrastructure, finds the root cause of incidents and helps fix them from the chat apps your team already uses.
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wren-guard Pro
wren-guard Pro is a TypeScript guard library for AI agents that hold or move funds on Base and other EVM chains (viem, CDP AgentKit, Privy, Eliza and similar stacks). It enforces allowlisted, capped and simulated sends, decodes calldata and signatures to flag unlimited approvals, Permit, Permit2, setApprovalForAll and EIP-7702 delegation, screens for injected instructions and watches nonces. It ships with an 89-scenario attack corpus drawn from public agent wallet incidents and a GitHub Action that fails CI if your agent's policy would let a known attack through. The original Python wren-guard is free and MIT licensed.
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Raven
Host agent that plans complex jobs as task graphs and coordinates built-in and third-party agents for research, coding, design and on-call work.
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UptimeRobot MCP
UptimeRobot's MCP server for creating monitors, triaging incidents and querying uptime stats for sites, APIs and servers.
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OVHcloud MCP
OVHcloud's official remote MCP server for managing OVHcloud infrastructure, services and account from AI agents.
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Restack
Platform for designing, testing and running reliable agents at enterprise scale on Kubernetes.
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kagent
Cloud-native framework for running AI agents on Kubernetes.
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Radar
Open-source Kubernetes UI with a built-in MCP server for agents.
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HolmesGPT
CNCF sandbox SRE agent that investigates alerts and incidents.
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Grafana MCP
Grafana's MCP server giving agents access to dashboards, data sources and incidents.
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Chaterm
Open-source AI terminal for deploying, troubleshooting and automating cloud infrastructure.
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Terraform MCP Server
HashiCorp's Terraform MCP server for looking up providers and modules and automating workflows.
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Buildkite MCP
Buildkite's MCP server exposing pipelines, builds, jobs and logs to coding agents.
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Cleric
AI SRE agent that investigates production alerts and finds root causes.
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GitHub repos (12)
| Repo | GitHub stars | Licence | Last push |
|---|---|---|---|
| OneUptime MCP ↗ | 7,751 | — | 2026-10-21 |
| Raven ↗ | 5,518 | — | 2026-10-21 |
| kagent ↗ | 4,035 | Apache License 2.0 | 2026-10-20 |
| Radar ↗ | 3,826 | Apache License 2.0 | 2026-10-21 |
| HolmesGPT ↗ | 3,616 | Apache License 2.0 | 2026-10-21 |
| Grafana MCP ↗ | 3,568 | Apache License 2.0 | 2026-10-21 |
| Chaterm ↗ | 3,095 | GNU GPL v3.0 | 2026-10-21 |
| Terraform MCP Server ↗ | 1,550 | Mozilla Public License 2.0 | 2026-10-19 |
| Ongrid ↗ | 1,194 | — | 2026-10-21 |
| Buildkite MCP ↗ | 54 | MIT | 2026-10-21 |
| UptimeRobot MCP ↗ | 24 | — | 2026-08-13 |
| wren-guard Pro ↗ | 0 | — | 2026-10-18 |
12 repos. Stars and licence come from each repo, checked when the listing was last verified.
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