AIOps Field Notes vs VMware Private AI (GPU & Model Serving)
AIOps Field Notes is an MCP server published by getlarkwright. Marketplaces we read that list it: 1 (Official MCP Registry). VMware Private AI (GPU & Model Serving) is an MCP server published by vmware-skills. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-08. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  AIOps Field Notes |  VMware Private AI (GPU & Model Serving) |
|---|---|---|
| Official MCP Registry | Listed Version: 0.1.2 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Listed Version: 2.5.0 Downloads/month (PyPI): 943 Downloads/week (PyPI): 48 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | AIOps Field Notes | VMware Private AI (GPU & Model Serving) |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) | 0 | 0 |
| Forks (GitHub) | 0 | 0 |
| Last release (differs) | Not published | 2026-11-08 |
| Where it runs (differs) | On your machine (ghcr.io/getlarkwright/aiops-field-notes-mcp:0.1.2) | On your machine (vmware-privateai) |
| Transport | stdio | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/getlarkwright/aiops-field-notes-mcp | github.com/vmware-skills/vmware-privateai |
| Changes in the last 7 days | 2 | 2 |
| First seen (differs) | 2026-11-07 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
AIOps Field Notes
Audit an MCP config, price a model, size a GPU, explain network config drift. Key-free.
VMware Private AI (GPU & Model Serving)
VMware Private AI (NVIDIA): GPU inventory, vGPU profiles, utilization, model serving — 20 tools
How to run each
AIOps Field Notes As a local MCP server: Docker image
claude mcp add --transport stdio aiops-field-notes-mcp -- docker run -i --rm ghcr.io/getlarkwright/aiops-field-notes-mcp:0.1.2VMware Private AI (GPU & Model Serving) As a local MCP server: PyPI package
claude mcp add --transport stdio vmware-privateai -- uvx vmware-privateai mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: AIOps Field Notes · What it can do: VMware Private AI (GPU & Model Serving) · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.