VMware-PrivateAI
VMware Private AI Foundation with NVIDIA ops — GPU inventory, vGPU/DirectPath profiles, utilization, model serving (MCP + CLI). Community, not affiliated with VMware/Broadcom/NVIDIA.
Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
How we verified
Verified is a snapshot. Live keeps it current, and builds your track record.
⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
vmware-skills
Source: github_repo_search
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →
Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
pais_sizing_advise[READ] Estimate GPU memory / GPU count / storage to serve an LLM of a given size.
pais_bundle_verify[READ] Parse a LOCAL pais.yml / bundle manifest and list the images to mirror for air-gap.
gpu_host_list[READ] List ESXi hosts that have at least one GPU, filtered by host name / GPU vendor.
gpu_host_get[READ] Full GPU detail for one host by name — every GPU's device, type, memory, consumers.
gpu_device_list[READ] List physical GPU devices across all hosts (flattened), filtered by host / vendor.
gpu_utilization[READ] Real-time GPU utilization per vGPU VM (busiest first) — gpu_pct, mem_pct, temp_c.
gpu_consumer_list[READ] List VMs consuming a vGPU and the profile each holds (e.g. "grid_a100-4c").
gpu_host_readiness[READ] Report whether each GPU host is actually configured to serve vGPU / PAIS.
vgpu_assign[WRITE] Set a VM's vGPU profile (e.g. "grid_a100-4c"). Requires the VM to be powered OFF.
pais_model_list[READ] List models served by Private AI Service (OpenAI-compatible /models).
pais_knowledge_base_list[READ] List Private AI Service knowledge bases (RAG vector stores).
pais_model_catalog[READ] List the PAIS model CATALOG — models available/approved to deploy (not the served set).
pais_data_source_list[READ] List PAIS RAG data sources (ingest connectors that feed knowledge bases).
pais_monitoring_summary[READ] Fleet GPU monitoring rollup for VCF Ops dashboards — utilisation, hot/idle, busiest.
vgpu_profile_list[READ] List the available vGPU profile catalog (what profiles a host can hand a VM).
directpath_profile_list[READ] List vCenter-level DirectPath (dynamic passthrough) profiles. vSphere 9.0+.
vgpu_profile_validate[READ] Pre-flight a vGPU profile change: would setting vm_name to target_profile succeed?
Domain consistency
npm scope @zw008 doesn't match GitHub owner vmware-skills
Use the same org name across GitHub, npm, and your homepage so users can verify the publisher.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
[](https://m8ven.ai/mcp/vmware-skills/vmware-privateai)?variant=verified to the badge URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
https://m8ven.ai/api/mcp/tool-check