# RHOAI Observability MCP

> Use this tool when you need to troubleshoot and monitor AI inference workloads on Red Hat OpenShift AI, as it provides direct access to observability data, including Prometheus metrics, Alertmanager alerts, and Loki logs. It enables AI assistants to query and analyze data to identify issues and optimize workload performance. Ideal for use cases requiring real-time monitoring and troubleshooting of vLLM inference workloads.

Canonical page: https://skillsregistry.net/skills/opendatahub-io-rhoai-observability-mcp  
JSON: https://api.skillsregistry.net/v1/skills/opendatahub-io-rhoai-observability-mcp

## Description

Provides AI assistants with direct access to Red Hat OpenShift AI observability data, enabling querying of Prometheus metrics, Alertmanager alerts, Loki logs, Grafana dashboards, and Kubernetes cluster state to troubleshoot vLLM inference workloads.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/af0b78081s)
- **Repository:** <https://github.com/opendatahub-io/rhoai-observability-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "opendatahub-io-rhoai-observability-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/opendatahub-io-rhoai-observability-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/opendatahub-io-rhoai-observability-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt