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MCP server · Blockchain

Rhoai Observability MCP

by · github.com/opendatahub-io/rhoai-observability-mcp

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

Unclaimed blockchain
InstallView source
34Low

Scored a month ago · breakdown

About Rhoai Observability MCP

Rhoai Observability MCP is an MCP server published by opendatahub-io in the Blockchain category: mCP server for troubleshooting vLLM inference workloads on Red Hat OpenShift AI — queries Prometheus, Alertmanager, Loki, Grafana, and Kubernetes from AI assistants.

The repository has 5 stars and 3 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/opendatahub-io/rhoai-observability-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (4)

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

Parameters not published.

list_metricsList available Prometheus metric names, optionally filtered by regex

Parameters not published.

query_prometheusExecute a raw PromQL query against ThanosQuerier

Parameters not published.

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

Parameters not published.

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Questions

About Rhoai Observability MCP

How do I install Rhoai Observability MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Rhoai Observability MCP safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Rhoai Observability MCP still maintained?

Yes — the last commit was 2 months ago. The repository has 5 stars and 3 forks.