VMware Debug
⚠️ Work in progress — the core (event correlation engine, MCP tools, CLI) is built and tested; README,
server.json, full reference docs, and packaging polish are still landing. Not yet published to PyPI.
Disclaimer: Community-maintained open-source project, not affiliated with, endorsed by, or sponsored by VMware, Inc. or Broadcom Inc. "VMware" and "vSphere" are trademarks of Broadcom. Source is publicly auditable under the MIT license.
The diagnostic brain of the VMware skill family. You bring the symptom (an error,
a log dump, a slow VM); this skill runs a systematic investigation, correlates
events from the other skills into one timeline, ranks root-cause hypotheses, and
tells you what to check next. It is read-only — it never changes anything and
never executes fixes. Remediation is routed to vmware-aiops (single op) or
vmware-pilot (multi-step, gated), mirroring the vmware-harden → vmware-pilot
advisor/executor split.
See skills/vmware-debug/SKILL.md for the full
methodology, the event-envelope contract, and symptom routing.
- Read-only by design — and provable (v1.8.0): both MCP tools are read, none write; set
VMWARE_READ_ONLY=true(or the per-skillVMWARE_DEBUG_READ_ONLY) and the family read-only gate verifies that at startup instead of taking the docs' word for it — env vars are the only switch here, this skill has no config file. See Read-Only Mode.
MCP tools
| Tool | What |
|---|---|
incident_timeline |
[READ] Correlate pre-fetched events → timeline + spikes + ranked hypotheses + next-check ideas |
list_symptom_categories |
[READ] List recognised symptom categories + what to check for each |
Read-Only Mode
vmware-debug is read-only by design — both MCP tools carry the [READ] marker, take no
credentials, and make no network calls at all; they only correlate event dicts the
calling agent has already fetched with the other skills' read tools. Since v1.8.0 that
is provable rather than merely documented: set VMWARE_READ_ONLY=true and the
family read-only gate enumerates the registry at startup and verifies that zero write
tools are exposed — structural, not a prompt instruction a model can ignore. Off by
default. Fail-closed: if the mode is requested but cannot be guaranteed, the server
refuses to start rather than running open.
The same variable is family-wide: one env var also strips every write tool from the write-capable siblings (aiops, storage, vks, nsx, ...), so a whole-estate read-only posture is a single setting.
{
"mcpServers": {
"vmware-debug": {
"command": "vmware-debug",
"args": ["mcp"],
"env": {
"VMWARE_READ_ONLY": "true"
}
}
}
}
- Per-skill override:
VMWARE_DEBUG_READ_ONLYbeats the family-wideVMWARE_READ_ONLY. vmware-debug has noconfig.yaml, so the env vars are the only switch. Precedence: per-skill env → family env → off. - Classification: this skill registers its tools through a
build_server()factory, so the gate classifies from the[READ]/[WRITE]docstring marker rather than from MCP annotations. Anything not provably read-only is treated as a write. - Startup log: nothing is logged as withheld because nothing is — the gate's empty
result is the assertion (write-capable siblings log
Read-only mode active ... withheld N write tool(s)instead).
License
MIT.
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