Inference AIops MCP Server

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

Local serverstdio

What is the Inference AIops MCP Server?

Inference AIops is an MCP integration. Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

Packages and local setup

The published pypi package is inference-aiops, version 0.10.4. Its declared MCP transport is stdio.

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository. This profile uses version 0.10.4 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

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