Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"nutanix-aiops": {
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}Run this in your terminal
claude mcp add nutanix-aiops -- uvx nutanix-aiopsPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"nutanix-aiops": {
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"nutanix-aiops": {
"type": "stdio",
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account AIops-tools, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.14.0) reached the registry 8 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Kanal Varna — drains, leaks & plumbing (Varna, BG)
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Drain unblocking, leak detection & plumbing in Varna, Bulgaria: services, prices, areas, contact
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Audit availability: Real writes require a committed
pendingaudit row and stop before contacting the platform if storage is unavailable. Reads and previews may continue with a warning; new audit rows store outcome summaries rather than full responses.
Disclaimer: Community-maintained open-source project. Not affiliated with, endorsed by, or sponsored by Nutanix. Product and trademark names belong to their owners. MIT licensed.
Governed AI-ops for Nutanix Prism Central (v4 REST API) — clusters, hosts, VMs (AHV + ESXi), storage, network, catalog, data protection / DR, alerts, LCM upgrades, and capacity — with a built-in governance harness: unified audit log, token/runaway budget guard, undo-token recording, and descriptive risk-tier labels. Connects to Prism Central on HTTPS :9440 with HTTP Basic auth (username + encrypted password). Self-contained: no dependencies beyond httpx and the MCP SDK.
If-Match for you.{" ": [...], "returned", "limit", "truncated"} envelope so a capped read announces itself instead of looking like the whole estate.null, never as "". v4 omits a lot of fields; the two facts stay distinct.vm_list returns both AHV and ESXi guests under the same Prism Central (built for hypervisor-migration estates).It delivers Nutanix Prism Central operations — reads and writes — accurately and efficiently, and records every one of them. It does not decide whether a write is allowed to happen. That is the agent's judgement, or the permission of the account you connect it with: connect with a Prism Central account holding only a read-only (Viewer) role, and the writes fail at the server — the place that actually owns the permission.
So there is no read-only switch, no policy file, no approval gate to configure. The one thing the tool guarantees is that nothing is silent: every call, over MCP and over the CLI alike, lands an audit row in ~/.nutanix-aiops/audit.db, and destructive writes still capture their before-state and record an inverse where one exists.
Each tool declares a
risk_level, carried into the audit row as a descriptive
tier (none/confirm/review) — so a reviewer can see at a glance that a row was a
high-risk delete. It is a label, not a gate.
Running a smaller / local model? See agent-guardrails.md — it lists the guardrails this tool now enforces for you (so you don't spend prompt budget restating them) and gives a ready-made system prompt for what's left.
| Group | Tools | Count | R/W |
|---|---|---|---|
| Clusters | cluster_list, cluster_health, host_list, cluster_utilization | 4 | 4 read |
| VMs | vm_list, vm_get, vm_power_on, vm_guest_shutdown, vm_power_off, vm_reboot, vm_create, vm_update, vm_clone, vm_delete, vm_migrate | 11 | 2 read · 9 write |
| Storage | storage_container_list / _create / _update / _delete | 4 | 1 read · 3 write |
| Network | subnet_list, subnet_get, subnet_create, subnet_delete | 4 | 2 read · 2 write |
| Catalog | image_list, image_delete, category_list, category_create, category_assign | 5 | 2 read · 3 write |
| Data protection / DR | snapshot_list / _create / _delete / _restore, recovery_point_list, protection_domain_list, vm_protect, pd_failover | 8 | 3 read · 5 write |
| Alerts | alert_list, event_list, audit_list, analyze_alert (RCA), alert_acknowledge, alert_resolve | 6 | 4 read · 2 write |
| LCM (upgrades) | lcm_inventory, lcm_precheck, lcm_update | 3 | 1 read · 2 write |
| Capacity | task_list, capacity_runway | 2 | 2 read |
| Diagnostics / RCA | cluster_health_rca, alert_triage_rca | 2 | 2 read |
| Undo | undo_list, undo_apply | 2 | 1 read · 1 write |
| Total | 51 | 24 read · 27 write |
Diagnostics / RCA are the flagship reads. cluster_health_rca ranks the whole estate — degraded fault-tolerance state, storage pools and containers over 80% (warning) / 90% (critical), nodes not healthy or missing from inventory — worst-first, each finding citing the measured percentage or raw Prism state that tripped it. alert_triage_rca groups active alerts by severity with a count per level, flags unacknowledged criticals, and surfaces the oldest unresolved alert with its age. Both are read-only (risk_level="low") and deterministic — no clock, no randomness, same input → same answer. analyze_alert complements them at the single-alert level: it correlates an alert with its related events into a probable-cause + suggested-actions summary. High-risk writes (vm_delete, vm_migrate, storage_container_delete, subnet_delete, snapshot_delete, snapshot_restore, pd_failover, image_delete, lcm_update) support dry_run and, at the CLI, double confirmation.
uv tool install nutanix-aiops # or: pipx install nutanix-aiops
One install gives an agent both the skill and the MCP server:
/plugin marketplace add AIops-tools/marketplace
/plugin install nutanix-aiops@aiops-tools
The MCP server is fetched with uv and pinned to the package version this plugin declares, so an audit row can be traced back to the code that wrote it. Credentials are still configured with nutanix-aiops init — see below.
The same bundle is published on ClawHub, where one install delivers the skill and its MCP server together:
openclaw plugins install clawhub:@zw008/nutanix-aiops
openclaw skills info nutanix-aiops # expect: Visible to model: yes
Restart the OpenClaw gateway afterwards so it loads the plugin. The MCP server is fetched with uv, pinned to this exact release, so uvx has to be on PATH — without it the skill still installs but reports Visible to model: no. Credentials are configured exactly as below.
nutanix-aiops init # wizard: PC host / port 9440 / username / verify_ssl + encrypted password
nutanix-aiops doctor # config, secrets, connectivity + REST-RBAC preflight nutanix-aiops overview # one-shot estate summary nutanix-aiops diagnose cluster-health # worst-first RCA: resiliency, storage, nodes nutanix-aiops vm list # AHV + ESXi VMs
Run as an MCP server (stdio):
export NUTANIX_AIOPS_MASTER_PASSWORD=... # unlock the encrypted secret store non-interactively
nutanix-aiops mcp
Where that password then lives: an exported variable is readable by
every process this shell starts and is recorded by shell history. On a
shared or long-lived host, prefer the interactive prompt, or inject it from
a secret manager for the life of the one command that needs it.
nutanix-aiops (Typer): init, overview, doctor, mcp; cluster list/health/hosts/util; vm list/get/power/delete/migrate (delete & migrate take --dry-run + double confirm); diagnose cluster-health, diagnose alert-triage; secret set/list/rm/migrate/rotate-password. The CLI is a convenience subset — the full 51-tool surface is via the MCP server.
Every MCP tool passes through the bundled @governed_tool harness:
~/.nutanix-aiops/audit.db (relocatable via NUTANIX_AIOPS_HOME). The CLI writes the same row the MCP path does — there is no unaudited entry point.NUTANIX_RUNAWAY_MAX=0; optional hard ceilings via NUTANIX_MAX_TOOL_CALLS / NUTANIX_MAX_TOOL_SECONDS.vm_update → prior CPU/memory, vm_migrate → prior host).risk_level; it gates nothing.The Prism Central password is stored encrypted in ~/.nutanix-aiops/secrets.enc (Fernet + scrypt) — never plaintext on disk. Unlock with a master password from NUTANIX_AIOPS_MASTER_PASSWORD (MCP/CI) or an interactive prompt (CLI). The non-secret connection details (host, port, username, verify_ssl) live in ~/.nutanix-aiops/config.yaml. A legacy plaintext env var NUTANIX_ _PASSWORD is honoured as a fallback.
Gotcha: the Prism Central account needs REST API rights, not just Web
UI access.
doctor's REST-RBAC preflight catches this early.
nutanix-aiops doctor. See docs/VERIFICATION.md for the full live-verification checklist.lcm_update), protection-domain failover (pd_failover), and ESXi-VM listing in particular need live validation.Missing a tool, an API dialect, or a workflow? Open an issue or PR — feedback and contributions are welcome.