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io.github.jaimenbell/vllm-ops-mcp

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Tools for autonomous AI agents

About this integration

Read-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.

Transport
stdio
Authentication
none
Initial setup
none
Runtime
unattended
Evidence
documented
Version
0.1.0
Package
vllm-ops-mcp
Last compatibility test
Not independently tested

Connect your agent

vllm-ops-mcp

Publisher README and Python manifest reviewed; package, vLLM, GPU, WSL, and systemd were not executed. Qualification covers the documented local default stdio setup with no environment overrides. Deep health and test-completion tools perform real inference and are rate-limited; no lifecycle-control tool is present. Other vLLM deployments, authentication layers, and multi-instance setups need separate review.

Capabilities: Check local vLLM health, List served models, Run bounded test completions, Inspect GPU and service status, Inspect vLLM launch configuration

Connected profiles

Additional details

Registry identifier

io.github.jaimenbell/vllm-ops-mcp

Source ↗ · Checked 2026-09-17
Published version

0.1.0

Source ↗ · Checked 2026-09-17
Metadata license

CC0-1.0; package licenses are separate

Source ↗ · Checked 2026-09-17
Package ecosystem

pypi

Source ↗ · Checked 2026-09-17
Source artifact

vllm-ops-mcp

Source ↗ · Checked 2026-09-19
Source manifest version

0.1.0

Source ↗ · Checked 2026-09-19
Unattended configuration

The publisher documents registration as a local stdio process with its own environment and no overrides for the stated default setup.

Source ↗ · Checked 2026-09-19
Authentication and prerequisites

The reviewed localhost default documents no environment overrides or credential setting; this no-auth classification does not extend to separately secured vLLM deployments.

Source ↗ · Checked 2026-09-19
Connection configuration

The MCP client configuration launches the local server with stdio transport.

Source ↗ · Checked 2026-09-19
Review scope

Publisher documentation reviewed; package and integration endpoint not executed or independently security-audited.

Source ↗ · Checked 2026-09-19