How do I connect Rhoai Observability MCP Server to Claude?

The listing records `uv pip install -e ".[dev]"` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop as compatible clients.

Is Rhoai Observability MCP Server free?

The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can Rhoai Observability MCP Server do?

Rhoai Observability MCP Server documents 21 tools to the agent, including describe_resource, get_alert_groups, get_alerts. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

Rhoai Observability MCP

Unclaimed

by opendatahub-io

MCP server for troubleshooting vLLM inference workloads on Red Hat OpenShift AI — queries Prometheus, Alertmanager, Loki, Grafana, and Kubernetes from AI assistants.

Install

$uv pip install -e ".[dev]"

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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

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21 of 21 tools

Documented tools (21)

From project documentation. A server handshake does not verify each tool’s description or behavior.

describe_resource

Get detailed description of a Kubernetes resource

get_alert_groups

Get alerts grouped by their routing labels

get_alerts

Get active alerts from Alertmanager, filterable by severity and labels

get_dashboard_panels

Get panels and their queries from a Grafana dashboard

get_events

List Kubernetes events, filterable by resource and reason

get_inference_services

List KServe InferenceService resources

get_node_status

Get node status, capacity, and GPU allocation info

get_pod_logs

Get logs for a specific pod by namespace and name

get_pods

List pods in a namespace with status, restarts, and creation time

get_trace

Fetch a distributed trace by its trace ID

get_vllm_metrics

Get a summary of key vLLM metrics (TTFT, TPOT, E2E, cache, queue) for a model

investigate_errors

Correlate error logs, alerts, and Kubernetes events in a namespace

investigate_gpu

Correlate GPU utilization, KV cache, queue depth, and pod status

investigate_latency

Correlate latency metrics, error logs, and alerts for a vLLM model

list_dashboards

List available Grafana dashboards, filterable by tag or title

list_metrics

List available Prometheus metric names, optionally filtered by regex

list_trace_tags

List available trace tag names for building TraceQL queries

query_logs

Execute a LogQL query against OpenShift LokiStack

query_prometheus

Execute a raw PromQL query against ThanosQuerier

query_prometheus_range

Execute a PromQL range query to get time-series data (trends, spikes, correlations)

search_traces

Search for traces using TraceQL expressions

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Rhoai Observability MCP Server

How do I connect Rhoai Observability MCP Server to Claude?: The listing records `uv pip install -e ".[dev]"` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop as compatible clients.
Is Rhoai Observability MCP Server free?: The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Rhoai Observability MCP Server do?: Rhoai Observability MCP Server documents 21 tools to the agent, including describe_resource, get_alert_groups, get_alerts. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.