TrueNAS AIops

Disclaimer: Community-maintained open-source project. Not affiliated with, endorsed by, or sponsored by iXsystems or the TrueNAS project. "TrueNAS" is a trademark of its owner. MIT licensed.

AI-powered TrueNAS SCALE storage operations with a built-in governance harness — unified audit log, token/runaway budget guard, undo-token recording, and descriptive risk tiers. Speaks both TrueNAS APIs: REST v2.0 and the JSON-RPC/WebSocket API that replaces it in TrueNAS 26.

Verification status: live-verified against a real TrueNAS SCALE 25.04.2.1 appliance over both transports, including a full write → audit → undo → verified-restore loop. Coverage is listed endpoint by endpoint — and so are the gaps — in docs/VERIFICATION.md. Read it rather than reading "verified" as "everything".

Supported TrueNAS versions — and which API you are speaking

truenas-aiops speaks both TrueNAS APIs and picks the one that will still exist:

Set transport: per target in config.yaml:

targets:
  - name: nas1
    host: nas1.example.com
    transport: auto        # default — probe /api/current, prefer WebSocket
    # transport: websocket # pin the API that survives TrueNAS 26
    # transport: rest      # pin REST while migrating

auto probes /api/current with a cheap HTTP upgrade (no credential spent). If the appliance offers it, the tool uses it; otherwise it falls back to REST, which is still correct on 25.10 and older.

iXsystems documents that upgrading to TrueNAS 26 revokes existing API keys — so expect to mint a new one after the upgrade. We have not reproduced this ourselves; it is reported here from the upstream release notes, not from a verified upgrade. Treat it as a caution, not a measurement.

truenas-aiops doctor tells you which transport the connection actually used, reads the server version, and — on REST — says plainly whether REST is supported, deprecated, or gone. If the version cannot be parsed it reports UNKNOWN, never a clean bill of health it cannot justify.

What works

• CLI (truenas-aiops ...): init, overview, system, pool list/get/status/scrub-status/capacity/scrub-start, dataset list/get/create, diagnose pool-health/alerts, snapshot list/create/delete, disk list/smart, alert list, service list/restart, replication list/cloudsync, secret set/list/rm/migrate/rotate-password, doctor, mcp.
• MCP server (truenas-aiops mcp or truenas-aiops-mcp): 25 tools (19 read, 6 write), every one wrapped with the bundled @governed_tool harness.
• Encrypted credentials: the TrueNAS API key lives in an encrypted store ~/.truenas-aiops/secrets.enc (Fernet + scrypt) — never plaintext on disk. Unlock with a master password from TRUENAS_AIOPS_MASTER_PASSWORD (MCP/CI) or an interactive prompt (CLI).
• Reversibility: snapshot_create records an inverse snapshot_delete undo descriptor. The irreversible snapshot_delete (high risk) captures the snapshot's BEFORE state for the audit record and declares no undo.
• Safety: destructive CLI ops (snapshot delete, service restart) require double confirmation and support --dry-run.

What this tool does, and does not, decide

It delivers TrueNAS SCALE storage 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: scope the TrueNAS API key to a limited-privilege account and the writes fail at the appliance — 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 ~/.truenas-aiops/audit.db, and reversible writes still capture their before-state and record an inverse.

Each tool declares a risk_level, kept in agreement with its [READ]/[WRITE] documentation tag by a test, and carried into the audit row as a descriptive tier — 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.

Playbook: triage a degraded pool

truenas-aiops diagnose pool-health            # worst-first: bad state, error counters, capacity
# → e.g. CRITICAL tank "pool status is DEGRADED", and "read=4 checksum=2" on a vdev
truenas-aiops pool status tank                # inspect the topology / scan detail it cited
truenas-aiops pool scrub-start tank           # kick an integrity scrub (governed, medium risk)
truenas-aiops diagnose alerts                 # cross-check active alerts + any datasets near full

Each finding cites the measured number that tripped it (status string, error counts, used-percent) so you see why it was flagged, then points at the exact read/write command to act on it.

Capability matrix (25 MCP tools)

Quick start

uv tool install truenas-aiops
truenas-aiops init        # interactive wizard: connection details + encrypted API key
truenas-aiops doctor      # verify config, encrypted store, connectivity (hits /system/info)

init writes ~/.truenas-aiops/config.yaml (non-secret connection details) and stores the API key encrypted in ~/.truenas-aiops/secrets.enc. Example config it produces:

targets:
  - name: nas1
    host: 10.0.0.30
    port: 443
    verify_ssl: false          # self-signed lab certs only
    api_path: /api/v2.0

Create the API key in the TrueNAS UI under Credentials → API Keys. For non-interactive use (MCP server, CI, cron) export the master password so the store can be unlocked without a prompt:

export TRUENAS_AIOPS_MASTER_PASSWORD='your-master-password'

Managing secrets

truenas-aiops secret set nas1             # prompts hidden for the API key
truenas-aiops secret list                 # names only, values never shown
truenas-aiops secret rm nas1
truenas-aiops secret rotate-password      # re-encrypt under a new master password
truenas-aiops secret migrate              # import a legacy plaintext .env, then deletes it

A legacy plaintext env var TRUENAS_<TARGET_NAME_UPPER>_APIKEY is still honoured as a fallback with a deprecation warning (migrate with truenas-aiops secret migrate).

支持范围 / Supported scope

Versions: TrueNAS SCALE 25.04 and newer over JSON-RPC/WebSocket, and any build still serving REST v2.0 over REST — the transport is selected automatically. See Supported TrueNAS versions. Note that iXsystems documents an upgrade to TrueNAS 26 as revoking existing API keys (upstream claim, not reproduced here).

Read: system info, ZFS pools (list/get/status/scrub-status/capacity), datasets (list/get), snapshots (list), disks + S.M.A.R.T. results, alerts, services, replication & cloud-sync tasks, one-shot health overview, and read-only diagnostics / RCA (pool_health_rca, alert_and_capacity_rca). Mutating (governed, dry-run + double-confirm where destructive): pool_scrub_start, dataset_create, snapshot_create, snapshot_delete, service_restart.

缺功能？(Missing something?) Coverage is intentionally focused. Open an issue or PR at github.com/AIops-tools/TrueNAS-AIops — feature requests, contributions, and comments are all welcome.

Caveats

• Live-verified against TrueNAS SCALE 25.04.2.1 over both transports — reads cross-checked against the appliance's own API, and a full write → audit → undo → verified-restore loop. What is and is not covered is listed endpoint by endpoint in docs/VERIFICATION.md; read it rather than assuming "verified" means everything.
• Still unverified: S.M.A.R.T. against failing media (needs real hardware — virtio exposes no S.M.A.R.T. at all), replication/cloudsync against real targets, and TrueNAS 26's auth.login_ex (25.04 exercises only the fallback).
• CLI exit codes: 0 confirmed, 1 failed or refused, 2 outcome undetermined (the operation may still be in flight — poll before retrying).
• Out of scope by design: anything that destroys bulk data (dataset/pool deletion, replication runs that overwrite) — only snapshot_delete removes data, and it is high risk + double-confirmed.

Not for

Other NAS/storage or backup products, hypervisor VM lifecycle, container clusters, or network devices — those are out of scope for this tool.

License

MIT — github.com/AIops-tools/TrueNAS-AIops