VMware Debug

io.github.zw008由 GitHub 帳號 zw008 發布v1.8.7更新於 Oct 24, 2026

Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.

概覽

AI 產生的概覽

唯讀的 VMware 事件關聯工具,可建立時間軸、排序根因假設,並維護調查台帳。

可以做什麼
提供兩個關聯工具:incident_timeline 會把預先取得的事件關聯成時間軸,列出尖峰、排序後的假設與下一步檢查建議;list_symptom_categories 會列出已辨識的症狀類別。它也透過 case_open、case_plan、case_hypotheses、case_submit_evidence、case_record_gap、case_timeline、case_grade 與 case_close 維護本機調查台帳。它從不連線 vSphere,也不執行修復;唯一的寫入是本機案件台帳。
適用情境
適合診斷 VMware 症狀,例如錯誤、日誌傾印或虛擬機變慢,並希望把事件關聯成一條時間軸、取得排序後的根因假設。也適合需要持續推理的事件,把證據、缺口與結論記錄下來。修復動作本身交由其他技能處理,而不是這個工具。
執行需求
以本機程序方式透過 stdio 執行,從 PyPI 套件 vmware-debug 安裝。需要 Python 與 pip;README 指出可編輯安裝需要 pip 21.3 或更新版本,離線安裝可使用預先建置的 wheel。它宣告不需要驗證、環境變數或標頭,也不連線任何 VMware 系統。台帳寫入位於 $OPS_HOME 下。
安裝前請注意
README 說明它從不接觸 vSphere,也從不執行修復,因此不應期待它變更任何設定。其寫入類工具會把案件、假設、證據、缺口、時間軸與評級記錄到 $OPS_HOME 下的本機案件台帳,該目錄會保存調查資料。它是社群專案,與 VMware 或 Broadcom 無隸屬或背書關係。

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 7e8533f

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

1
  1. v1.8.7最新Sep 16, 2026

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