HolmesGPT is an AI agent designed for cloud troubleshooting and alert investigation. It connects AI models with live observability data and organizational knowledge to find root causes and suggest remediations.

Is holmesgpt open source?

Yes, licensed under Apache-2.0.

holmesgpt: An AI agent designed for cloud troubleshooting and alert investigation. (★ 2.9k, Apache-2.0)

Features

01Investigates cloud problems, finds root causes, and suggests remediations

02Dozens of built-in integrations for cloud providers, observability tools, and on-call systems

03Utilizes an agentic loop to analyze data from multiple sources

04Supports custom data sources and runbooks for tailored investigations

05Provides end-to-end automation for alert investigation and analysis reporting

Why choose it

+Investigates cloud problems, finds root causes, and suggests remediations

+Automated cloud troubleshooting and root cause analysis for operational issues.

+Covers 5 supported environments or platforms, which is helpful for broader deployment needs.

+Ships with a public repository and a Apache-2.0 license, which makes adoption and review easier.

Trade-offs

!This page does not list a concrete install command, so you may need to verify setup steps in the official docs before adopting it.

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.

Compatibility

LLM Providers

Supported

Verified via docs

Kubernetes

Native

Verified via docs

Prometheus

Native

Verified via docs

AWS

Supported

Verified via docs

PagerDuty

Supported

Verified via docs

Use cases

↳Automated cloud troubleshooting and root cause analysis for operational issues.

↳Proactive investigation of alerts from various monitoring and on-call systems (e.g., Prometheus, PagerDuty).

↳Leveraging internal documentation and knowledge bases for incident resolution and remediation.

How it compares

≈holmesgpt sits in the RAG / Knowledge Base category, so it makes more sense to evaluate it alongside tools like mindsdb instead of in isolation.

≈If your main need is closer to "Automated cloud troubleshooting and root cause analysis for operational issues.", that use case is a better lens for comparison than broad feature checklists alone.

≈holmesgpt uses a Apache-2.0 license, and community traction are both easier to judge in category context.