Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"nutanix-aiops": {
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}ターミナルでこれを実行します
claude mcp add nutanix-aiops -- uvx nutanix-aiopsプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"nutanix-aiops": {
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"nutanix-aiops": {
"type": "stdio",
"command": "uvx",
"args": [
"nutanix-aiops"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント AIops-tools で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.14.0)がレジストリに届いたのは8 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにPython (uv)も必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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.