Inference AIops
Inference AIops is an open-source developer tool for governed operations of GPU inference services built with vLLM and Ray Serve. It provides tools for latency root-cause analysis, scaling, workload draining, and MCP-based operational control for ML infrastructure teams.
Overview
7 featuresInference AIops sits in PulseGate's Agent monitoring & governance category. It focuses on operating GPU inference services with governed diagnostics, scaling, and workload-draining workflows. It is built as an open-source project for ML platform and infrastructure engineers. The project is open source (Open Source). It ships for the web, the command line, and API, and it can be self-hosted.
AIops-tools builds and maintains Inference AIops. Key capabilities include Latency RCA, GPU scaling, and workload draining. It exposes integrations via an MCP server. Inference AIops is currently in beta.
Summary written by a language model from the project’s public pages.
- Latency RCA
- GPU scaling
- Workload draining
- Inference governance
- MCP tools
- vLLM support
- Ray Serve support
Built with & integrations
- local_oss
- bvllm in the HTML · text-generation- in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed12 Sept · 07:48 UTCInference AIops verified via MCP Registry (official)Source: MCP Registry (official) · Open
Frequently asked questions about Inference AIops
- What does Inference AIops do?
- Inference AIops focuses on operating GPU inference services with governed diagnostics, scaling, and workload-draining workflows. It is catalogued under Agent monitoring & governance on PulseGate.
- Who should use Inference AIops?
- Inference AIops is an open-source project built for ML platform and infrastructure engineers.
- Does Inference AIops have a free plan?
- Yes — Inference AIops is open source under the Open Source license and free to use.
- What platforms does Inference AIops run on?
- Inference AIops runs on the web, the command line, and API. It can also be self-hosted.
- Is Inference AIops still maintained?
- Unverified. Inference AIops has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What are alternatives to Inference AIops?
- Similar projects tracked by PulseGate include Sasquatch Labs, NotiLens, and Fiddler AI.Sasquatch LabsNotiLensFiddler AI
- Who develops Inference AIops?
- Inference AIops is developed by AIops-tools.
- Is Inference AIops open source?
- Yes — Inference AIops is open source under the Open Source license.
Also in Agent monitoring & governance
Same category — not a similarity match