
VMware Pilot
io.github.zw008Published by GitHub account zw008v1.8.7Updated Nov 3, 2026
Multi-step workflow orchestration for VMware MCP skills with approval gates and rollback.
The publisher's own server: QuickBooks Connector by Meridian
Overview
Orchestrates multi-step VMware workflows across companion MCP skills, with approval gates, audit trail and best-effort rollback.
- What you can do
- Design and review workflows: list skills and templates, sanity-check a plan, turn a natural-language goal into a draft, edit and confirm it
- Create and save workflows: from a built-in template or from your own step list, refusing destructive steps that lack an approval gate
- Run and inspect workflows: execute steps, pause at gates, query state, diff report and audit log
- Control execution: approve a gate, cancel a workflow, or roll back steps recorded as succeeded
- Optionally dispatch steps itself into the companion skill servers instead of returning them to the agent
- When to use it
- Useful when an assistant must carry out multi-step VMware operations such as cloning and testing, incident response, rolling restarts or capacity expansion, and you want human approval checkpoints, an audit trail and a way to undo. Overkill for one-off read-only inventory checks, which the companion monitor skill covers.
- Requirements
- Local Python package installed with uv or pip; runs as a stdio process started by the MCP client. Companion vmware-* skill servers must be installed for the steps to be performed, and are required when running with dispatch mode. Optional HTTPS serving needs a certificate, key and bearer tokens created with the audit CLI. No credentials are declared in the manifest.
Installation
In SourceWeft
- Open VMware Pilot in the dashboard and add it to a workspace.
- 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 Pilot
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.
Author: Wei Zhou, VMware by Broadcom — [email protected] This is a community-driven project by a VMware engineer, not an official VMware product. For official VMware developer tools see developer.broadcom.com.
English | 中文
Multi-step workflow orchestration for VMware MCP skills — state machine, approval gates, audit trail.
Companion skills handle everything else:
Install
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:
For a truly air-gapped host, build the wheels on a connected machine and copy them over — the target then needs no network:
MCP Tools (13 — 4 read, 9 write)
Built-in Templates (15)
n is the number of VMs (or drift items); ranges depend on which optional parameters are set.
clone_and_test needs snapshot_name (the snapshot to clone from), resizes staging while it is
powered off, and has 8 steps when change_spec is a guest command (an extra gate before it runs
in staging). investigate_alert's approvals are synthesis checkpoints; its steps are all reads.
See skills/vmware-pilot/references/templates.md for parameters and steps.
Upgrading to 2.0
2.0 renames one MCP tool: plan_workflow → create_workflow_from_template. It always created and saved a
workflow from a template (it is a write, not a dry run); the new name says so and sets it apart from
create_workflow, which saves your own step list. Parameters and results are unchanged, and so are the CLI
commands. The skill catalog also follows vmware-vks's renames (get_supervisor_kubeconfig →
issue_supervisor_kubeconfig, get_tkc_kubeconfig → issue_tkc_kubeconfig). Workflows saved with the old
names are translated when loaded. If an agent prompt, script or ~/.vmware/rules.yaml names plan_workflow,
update it. Requires vmware-policy ≥ 1.19.0. Details: RELEASE_NOTES.md.
MCP Configuration
Fallback:
{"command": "uvx", "args": ["--from", "vmware-pilot", "vmware-pilot-mcp"]}still works, butuvxre-resolves against PyPI on every start and fails behind a TLS-inspecting corporate proxy (invalid peer certificate: UnknownIssuer). The installed entry point above touches the network zero times; setUV_NATIVE_TLS=trueif you must useuvx.
Pilot runs the steps itself: --dispatch
By default pilot executes nothing: run_workflow returns each step in pending_dispatch and your agent performs it.
Add --dispatch (or set VMWARE_PILOT_DISPATCH=stdio) and pilot runs each step itself, in that skill's own MCP
server (vmware-<skill>-mcp, which must be installed), so the skill's policy rules, confirmation gate and audit
apply as usual. Nothing after an approval gate runs before approve, and workflows reach completed.
stdio only: pilot refuses to start with --dispatch and --transport https/http (the skill servers it starts would
have no caller identity, so roles could not apply). A step that takes longer than VMWARE_PILOT_DISPATCH_TIMEOUT
seconds (default 1800) is recorded interrupted — its effect is unknown — and rollback waits for you to check it.
run_workflow and approve take as long as the steps they run: set your MCP client's tool timeout above your
longest step. If a call does time out, Pilot carries on and answers nothing else until the step ends; then
get_workflow_status shows the outcome. Never perform those steps yourself.
Remote access (HTTPS) and limiting tools
By default vmware-pilot 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:
Connect a client (Claude Code shown; any MCP client that supports streamable HTTP and custom headers works):
- 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.comand pass theAuthorizationheader through. - Behind a load balancer or gateway on another machine, keep
--transport https(a self-signed certificate is fine), list in--public-namethe host name the balancer sends asHost, and have it forwardAuthorization. Its health probe can useGET /healthz, which needs no token and returns only{"status": "ok"}(vmware-policy ≥ 1.23.0). - Send
traceparentorX-Request-IDwith each request to have it stored on the audit row;vmware-audit log --correlation-id IDthen 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 enableonce, then give each token a role (vmware-audit token create NAME --role reader, or a role inroles.yamlnaming 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:
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-pilot/references/setup-guide.md ("Serving MCP over HTTPS", "Limiting which tools are offered").
License
MIT
Source: README.md at commit eb8bdec
Tools
0Version history
1- v1.8.7LatestSep 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.
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