Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
제작자가 쓴 설명(영어 원문)
VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"vmware-debug": {
"command": "uvx",
"args": [
"vmware-debug",
"mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add vmware-debug -- uvx vmware-debug mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"vmware-debug": {
"command": "uvx",
"args": [
"vmware-debug",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"vmware-debug": {
"type": "stdio",
"command": "uvx",
"args": [
"vmware-debug",
"mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 vmware-skills 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(2.3.0)은 21일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Finance Toolkit, SolidInvoice, Korea Tax Calculator
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 95 tools with statutory citations.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
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.
| Need | Skill |
|---|---|
| Incident correlation / root cause | vmware-debug (this project) |
| Centralized log search | vmware-log-insight (feed its search_logs results here) |
| vCenter events and alarms | vmware-monitor |
| Metrics / anomalies | vmware-aria |
| Executing a fix | vmware-aiops (single op) / vmware-pilot (multi-step, gated) |
uv tool install vmware-debug
vmware-debug categories # see which symptom categories it can diagnose
The seven writes go to the local case ledger only; none reaches a VMware system.
Correlation — stateless, for a single look:
| Tool | What |
|---|---|
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:
| Tool | What |
|---|---|
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.
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.
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:
# From the source tree — a normal (non-editable) install builds a wheel:
pip install . # NOT pip install -e .
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:
# On a connected machine, collect this package + its dependencies as wheels:
pip wheel . -w dist # → dist/*.whl (or: uv build, for just this package)
pip install --no-index --find-links dist vmware-debug
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:
vmware-audit token create alice # prints the token once; give it to alice
vmware-audit token list # names only vmware-audit token revoke alice # refused from its next request, no restart vmware-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):
claude mcp add --transport http vmware-debug https://mcp.example.com:8443/mcp \
--header "Authorization: Bearer $VMWARE_MCP_TOKEN"
{
"mcpServers": { "vmware-debug": { "type": "http", "url": "https://mcp.example.com:8443/mcp", "headers": { "Authorization": "Bearer ${VMWARE_MCP_TOKEN}" } } } }
--public-name, and checks before it binds that unauthenticated requests get 401. Use a certificate your clients trust for those names.--transport http --host 127.0.0.1 --public-name mcp.example.com and pass the Authorization header through.--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).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.token: . 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.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:
vmware-debug mcp --expose read --allow-write close_case
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").
MIT.