VMware Debug

io.github.vmware-skillsPublished by GitHub account vmware-skillsv2.3.0Updated Nov 6, 2026

VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.

Overview

AI-generated overview

Offline VMware incident-debugging server that correlates events into a timeline, ranks root-cause hypotheses, and keeps a local case ledger.

What you can do
  • Correlate pre-fetched events into an incident timeline with spikes, ranked hypotheses and next-check ideas, and list recognised symptom categories
  • Open, list, inspect and close investigation cases in a local ledger, with readiness and knowledge checks before starting
  • Record evidence, gaps, hypotheses and timelines for a case, and recompute its conclusion grade
  • Plan what to fetch next, naming the skill, tool and purpose per step
When to use it
Useful when you have a VMware symptom such as an error, a log dump or a slow VM and want a structured investigation: event correlation, ranked root-cause candidates and a record of what was checked. It advises only; fixes are routed to companion skills.
Requirements
Runs locally as a Python package (uvx or uv tool install). No vSphere, vCenter or other platform credentials and no network access are needed. A local case ledger directory under $OPS_HOME is used for writes. Optional HTTPS serving needs a certificate, key and bearer tokens.
Before you install
Writes go only to the local case ledger, but they are real writes: evidence, gaps, hypotheses and grade history are append-only, and case files are locked per case. A lock left by a crashed process is reported and must be deleted by hand. If you serve it over HTTPS, every caller acts with the server's account and needs a bearer token; tool exposure limits are not authorization. Versions 1.11.3 and earlier do not take the case lock, so shared case directories need upgrading.

Installation

In SourceWeft

  1. Open VMware Debug in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

VMware Debug

For a read-only check of this skill with your model and agent host, use the shared model-fit self-test in the marketplace root.

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 never touches vSphere — it connects to nothing and never executes fixes; its only writes are to a local case ledger under $OPS_HOME. 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.

Upgrading to 2.0

2.0 renames 13 of its 14 MCP tools so every name starts with a verb (e.g. case_close → close_case, case_get → get_case, case_grade → grade_case). The full old → new table is in RELEASE_NOTES.md. Nothing else changes: same tools, parameters, safety gates and CLI commands. If an agent prompt, script or ~/.vmware/rules.yaml names a tool, update it — though deny rules written with the old names keep working with vmware-policy ≥ 1.18.1 (vmware-audit policy lists any rule the renames widened), and vmware-pilot ≥ 1.13 translates old names in saved workflows. If an install older than 2.0 shares that rules.yaml, give it vmware-policy ≥ 1.18.2 too: it matches each rule against both the old and the new name, so one file serves both.

Companion Skills

NeedSkill
Incident correlation / root causevmware-debug (this project)
Centralized log searchvmware-log-insight (feed its search_logs results here)
vCenter events and alarmsvmware-monitor
Metrics / anomaliesvmware-aria
Executing a fixvmware-aiops (single op) / vmware-pilot (multi-step, gated)

Install

bash
uv tool install vmware-debugvmware-debug categories          # see which symptom categories it can diagnose

MCP tools (14 — 7 read, 7 write)

The seven writes go to the local case ledger only; none reaches a VMware system.

Correlation — stateless, for a single look:

ToolWhat
build_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

Investigation ledger — for an incident you will reason about over time:

ToolWhat
open_case[WRITE] Define the event; returns a case id and the grade this environment can reach
get_case_readiness[READ] What grade this environment can reach, per symptom category, before you start
get_case_knowledge[READ] Which knowledge formats are accepted, what is mounted, and which entries apply to a case
plan_case[READ] What to fetch next — skill, tool and purpose per step; recomputed from the case's current state
list_cases[READ] Cases, newest first
get_case[READ] One case: scope, ledger sizes, grade history
record_case_hypothesis[WRITE] Register a candidate explanation, or read the ledger of what supports and refutes each
submit_case_evidence[WRITE] Record one retrieved fact, with its source, query and time basis
record_case_gap[WRITE] Record what could not be retrieved, and how to close it
record_case_timeline[WRITE] Correlate everything the case has collected into one timeline
grade_case[WRITE] Recompute the conclusion grade from the ledger and record it
close_case[WRITE] Record the final grade, archive, and name what was left open

Event envelope: {ts, source, severity, entity, text, fields}. The agent normalizes events from each source into this shape before handing them to debug, so debug has zero runtime dependency on the other packages. Keep each event's event_type in fields — the classifier matches it as well as the text, and most modern vSphere events are EventEx: the text is a generic boilerplate sentence, and only eventTypeId says what the event actually is.

Security

Offline and credential-free by construction: it connects to no vCenter/NSX/Aria, has no destructive surface on VMware, and holds no secret to leak. The only writes are the local case ledger: evidence, gaps, hypotheses and grade history are append-only; timeline.md is regenerated from the evidence, and case.json holds the current grade and status. The same holds with several writers: every write to a case first takes that case's lock file (.ledger.lock, exclusive create), so two processes writing the same case in a shared $OPS_HOME are serialized instead of dropping each other's entries; every file is written under a temporary name and then moved into place, so a reader never sees a half-written file (on a file system without hard links, a new evidence file is instead created in place: still never overwritten, but it can be read half-written). A lock left behind by a crashed process is reported together with its holder and never deleted automatically; delete it by hand once you have confirmed no process is writing that case. Released versions 1.11.3 and earlier do not take this lock, so every machine sharing a case directory must upgrade. See SECURITY.md.

Offline / Air-Gapped Install (from source)

This project uses the modern PEP 517 build system (hatchling), so there is no setup.py by design — that is expected, not a missing file. If you cloned the source and hit ERROR: File "setup.py" or "setup.cfg" not found ... editable mode currently requires a setuptools-based build, your pip is older than 21.3 and cannot do an editable (-e) install with a non-setuptools backend. Editable mode is a developer convenience, not needed to run the tool — do one of:

bash
# From the source tree — a normal (non-editable) install builds a wheel:pip install .              # NOT  pip install -e .
# ...or upgrade pip first, and editable works too:pip install --upgrade pip && pip install -e .

For a truly air-gapped host, build the wheels on a connected machine and copy them over — the target then needs no network:

bash
# On a connected machine, collect this package + its dependencies as wheels:pip wheel . -w dist        # → dist/*.whl   (or: uv build, for just this package)
# Copy dist/ to the air-gapped host, then install offline:pip install --no-index --find-links dist vmware-debug

Remote access (HTTPS) and limiting tools

By default vmware-debug mcp speaks stdio to one local client and offers every tool. Two options change that (vmware-policy ≥ 1.21.0).

Serve over HTTPS so clients on other machines can connect. Every caller needs a bearer token:

bash
vmware-audit token create alice          # prints the token once; give it to alicevmware-audit token list                  # names onlyvmware-audit token revoke alice          # refused from its next request, no restartvmware-debug mcp --transport https --host 0.0.0.0 --port 8443 \    --cert /etc/vmware-mcp/server.pem --key /etc/vmware-mcp/server-key.pem \    --public-name mcp.example.com

Connect a client (Claude Code shown; any MCP client that supports streamable HTTP and custom headers works):

bash
claude mcp add --transport http vmware-debug https://mcp.example.com:8443/mcp \    --header "Authorization: Bearer $VMWARE_MCP_TOKEN"
json
{  "mcpServers": {    "vmware-debug": {      "type": "http",      "url": "https://mcp.example.com:8443/mcp",      "headers": { "Authorization": "Bearer ${VMWARE_MCP_TOKEN}" }    }  }}
  • The server will not start without a token, refuses Host/Origin values outside --public-name, and checks before it binds that unauthenticated requests get 401. Use a certificate your clients trust for those names.
  • Behind a TLS-terminating reverse proxy on the same machine use --transport http --host 127.0.0.1 --public-name mcp.example.com and pass the Authorization header through.
  • Behind a load balancer or gateway on another machine, keep --transport https (a self-signed certificate is fine), list in --public-name the host name the balancer sends as Host, and have it forward Authorization. Its health probe can use GET /healthz, which needs no token and returns only {"status": "ok"} (vmware-policy ≥ 1.23.0).
  • Send traceparent or X-Request-ID with each request to have it stored on the audit row; vmware-audit log --correlation-id ID then finds the calls behind one platform request.
  • The audit log records each caller as token:<name>. Calls naming different targets run in parallel; calls that name no target run one at a time, so name the target when several people share a server.
  • Everyone who can reach the endpoint acts with this server's account. Tokens identify callers; they grant nothing on the platform. Run one endpoint per privilege level.
  • Several people or roles on one endpoint: run vmware-audit roles enable once, then give each token a role (vmware-audit token create NAME --role reader, or a role in roles.yaml naming tools and targets; vmware-policy ≥ 1.24.0). A role limits what the token may call on this endpoint; it cannot grant more than the account has. See vmware-policy's README, "Roles for network callers".

Offer only read tools, plus the writes you choose:

bash
vmware-debug mcp --expose read --allow-write close_case# or: VMWARE_DEBUG_MCP_EXPOSE=read VMWARE_DEBUG_MCP_ALLOW_WRITE=close_case vmware-debug mcp

Tools not offered do not appear in the client's tool list. A bad value or an unknown write tool stops the server (exit 2). This limits what clients are offered; it is not authorization, so the account itself should be least-privilege.

Details: skills/vmware-debug/references/setup-guide.md ("Serving MCP over HTTPS", "Limiting which tools are offered").

License

MIT.

Source: README.md at commit d3fa235

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

6
  1. v2.3.0LatestOct 16, 2026
  2. v2.2.0Oct 15, 2026
  3. v2.1.0Oct 15, 2026
  4. v2.0.0Oct 14, 2026
  5. v1.13.2Oct 13, 2026
  6. v1.13.1Sep 16, 2026

Score

40% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.