vllm-ops-mcp

Item: vllm-ops-mcp
Rating: 69
Author: M8ven

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

→ jaimenbell/vllm-ops-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configVLLM_OPS_MCP_BASE_URL— OpenAI-compatible base URL http://127.0.0.1:8000/v1 (explicit 127.0.0.1, not localhost -- see qwen_cli.py's IPv6-hang footgun note)

configVLLM_OPS_MCP_MODEL— served-model-name, used in completion payloads qwen3-14b

configVLLM_OPS_MCP_WSL_DISTRO— WSL distro hosting vLLM Ubuntu-22.04

configVLLM_OPS_MCP_SERVICE_UNIT— systemd unit name vllm

configVLLM_OPS_MCP_EXEC_SCRIPT_PATH— WSL-side path to the serve exec script (fallback source) ~/vllm-systemd-exec.sh

configVLLM_OPS_MCP_NVIDIA_SMI_PATH— nvidia-smi binary override nvidia-smi (Windows host) / nvidia-smi.exe (native WSL2)

configVLLM_OPS_MCP_SERVE_CONFIG_PATH— local file mirror of the exec script; if set, get_serve_config reads it directly instead of shelling into WSL as a fallback source unset

configVLLM_OPS_MCP_RUNS_IN_WSL— 1 if this server process itself runs inside

configVLLM_OPS_MCP_DEEP_RATE_LIMIT_PER_MIN— ) specifically because this vLLM

configVLLM_OPS_MCP_SCRATCH_DIR

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/jaimenbell-vllm-ops-mcp-adnfr7)](https://m8ven.ai/mcp/jaimenbell-vllm-ops-mcp-adnfr7)

commit: 5a97cbacd707a3ff6622d66e16f0fdd0bb843169

code hash: 85bdbd00528779ca7eb876abe59a8358c0a8a3a3e54685b408e0cf3b2c53ce2b

verified: 7/25/2026, 8:40:01 AM

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