TrueNAS SCALE AI-powered storage operations with a built-in governance harness (audit, budget, undo, risk tiers)
Project description
TrueNAS AIops (preview)
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, policy engine, token/runaway budget guard,
undo-token recording, and graduated-autonomy risk tiers. Self-contained: no
external dependencies beyond httpx and the MCP SDK. Preview — mock-validated
only, not yet verified against a live TrueNAS appliance.
What works
- CLI (
truenas-aiops ...):init,overview,system,pool list/get/status/scrub-status/capacity/scrub-start,dataset list/get/create,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 mcportruenas-aiops-mcp): 21 tools (16 read, 5 write), every one wrapped with the bundled@governed_toolharness. - 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 fromTRUENAS_AIOPS_MASTER_PASSWORD(MCP/CI) or an interactive prompt (CLI). - Reversibility:
snapshot_createrecords an inversesnapshot_deleteundo descriptor. The irreversiblesnapshot_delete(highrisk) 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.
Capability matrix (21 MCP tools)
| Category | Tools | Count | R/W |
|---|---|---|---|
| Overview / System | overview, system_info |
2 | read |
| Pools | pool_list, pool_get, pool_status, scrub_status, pool_capacity |
5 | read |
pool_scrub_start |
1 | write (medium) | |
| Datasets | dataset_list, dataset_get |
2 | read |
dataset_create |
1 | write (medium) | |
| Snapshots | snapshot_list |
1 | read |
snapshot_create (medium), snapshot_delete (high) |
2 | write | |
| Disks | disk_list, smart_test_results |
2 | read |
| Alerts | alert_list |
1 | read |
| Services | service_list |
1 | read |
service_restart |
1 | write (medium) | |
| Replication | replication_list, cloudsync_list |
2 | read |
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
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. Mutating (governed,
dry-run + double-confirm where destructive): pool_scrub_start,
dataset_create, snapshot_create, snapshot_delete, service_restart.
缺功能?(Missing something?) This is a focused preview. Open an issue or PR at github.com/AIops-tools/TrueNAS-AIops — feature requests, contributions, and comments are all welcome.
Preview caveats
- Mock-only: all behaviour is validated against mocked REST responses; not
yet run against a live TrueNAS SCALE appliance.
truenas-aiops doctoris the fastest live check. - Endpoint paths (e.g.
/pool/scrub/run,/zfs/snapshot/id/{id},/smart/test/results,/alert/list) are modelled against the documented TrueNAS SCALE REST v2.0 API and need live verification. - Out of scope by design: anything that destroys bulk data (dataset/pool
deletion, replication runs that overwrite) — only
snapshot_deleteremoves data, and it ishighrisk + 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.
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