VMware Debug

io.github.vmware-skills由 GitHub 帳號 vmware-skills 發布v2.3.0更新於 Nov 6, 2026

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

概覽

AI 產生的概覽

離線的 VMware 故障排查伺服器,將事件關聯成時間軸、排序根因假設,並維護本機案件台帳。

可以做什麼
  • 把預先取得的事件關聯成事件時間軸,產生尖峰、排序後的假設與下一步檢查建議,並列出可辨識的症狀類別
  • 在本機台帳中開啟、列出、檢視與關閉調查案件,開始前可查詢可達等級與知識掛載狀況
  • 為案件記錄證據、缺口、假設與時間軸,並重新計算結論等級
  • 規劃下一步要取得哪些資料,逐步列出技能、工具與用途
適用情境
當你手上有 VMware 症狀(錯誤訊息、日誌傾印、虛擬機變慢)並想進行結構化排查時適用:事件關聯、根因候選排序,以及記錄已查與未查的內容。它只提供診斷建議,修復交由搭配的技能執行。
執行需求
以 Python 套件形式在本機執行(uvx 或 uv tool install)。不需要 vSphere、vCenter 等平台憑證,也不需要網路存取。寫入使用 $OPS_HOME 下的本機案件台帳目錄。若選擇以 HTTPS 對外提供,需要憑證、私鑰與 bearer 權杖。
安裝前請注意
寫入僅限本機案件台帳,但確實是寫入:證據、缺口、假設與等級歷史為僅追加,案件檔案依案件加鎖。崩潰程序留下的鎖會被回報,需手動刪除。若透過 HTTPS 對外提供,所有呼叫者都以該伺服器帳號行事且需要 bearer 權杖;工具暴露限制並非授權機制。1.11.3 及更早版本不加案件鎖,共用案件目錄需升級。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 VMware Debug,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

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.

來源:README.md,提交 d3fa235

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

6
  1. v2.3.0最新Oct 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

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