TL;DR
Inference AIops is a Model Context Protocol (MCP) server. Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools. Install with: uvx inference-aiops. Source: https://github.com/AIops-tools/Inference-AIops. Compatible with MCP clients such as Claude Desktop, Cursor, Cline and Windsurf.
Inference AIops
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Install Command
uvx inference-aiopsFrequently Asked Questions
Inference AIops is a Model Context Protocol server that Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
You can install it by running the install command: `uvx inference-aiops`. It then becomes available to any MCP-compatible client such as Claude, Cursor, Cline, Windsurf.
The Inference AIops MCP Server is compatible with any client that speaks the Model Context Protocol — including Claude, Cursor, Cline, Windsurf.
Check the project license on its repository before use.
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Details
- Agent Rank
- 0.0
- License
- Last Updated
- Aug 12, 2026
- Languages
- Python
Client Compatibility
Speaks the Model Context Protocol — works with any compatible client.