| name | zabbix-metrics-history |
| description | Retrieve polled metric history from Zabbix — interface utilization, counters and any collected item — over any time window, correctly routed between raw history and hourly trends. Use when someone asks what something WAS doing over time: is this normal, what did this interface do overnight, was it like this last Tuesday. This is the only NetClaw skill that can answer a question about the past from a poller. |
| version | 1.0.0 |
| license | Apache-2.0 |
| tags | ["zabbix","nms","snmp","monitoring","history","trends","utilization","baseline","observability"] |
| user-invocable | true |
| metadata | {"openclaw":{"requires":{"bins":"[Truncated]","env":"[Truncated]"}}} |
Zabbix Metrics History
Server
zabbix-mcp — vendored third-party (mpeirone/zabbix-mcp-server, GPL-3.0, pinned 0722f48), running
from its own virtualenv. Three tools: zabbix_api(method, params), zabbix_api_docs(method),
zabbix_api_list(object). Read-only, enforced two ways (forced flag + destructive-method deny-list).
⚠ Read this before you report "no data"
This server is a generic passthrough. It will not stop you getting a wrong answer.
Unlike most NetClaw integrations, there is no code between you and the API enforcing correctness. Zabbix has
two traps that return an empty array and a success status — no error, no warning. If you skip the
procedure below you will confidently tell an engineer an interface was idle when it was carrying traffic.
Follow the procedure. It is the only safeguard that exists.
The procedure — always, in this order
Step 1 — item.get FIRST. Never call history.get without it.
zabbix_api("item.get", {
"hostids": ["<hostid>"],
"search": {"key_": "net.if.in"},
"output": ["itemid","name","key_","value_type","units","history","trends"]
})
You need four fields off every item:
| Field | Why |
|---|
value_type | Step 2 depends on it. Getting it wrong returns empty, silently |
history | how far back raw values exist — or 0, meaning never stored |
trends | how far back hourly aggregates exist — or 0, meaning none |
units | so your answer has units |
Step 2 — pass the item's real value_type. Do not accept the default.
history.get defaults history to 3 (numeric unsigned). Measured on a stock Zabbix 7.0: 84 of 121
items are 0 (float). So the default is wrong for most items, and wrong silently.
value_type | Meaning |
|---|
| 0 | float ← most interface counters and rates |
| 1 | character |
| 2 | log |
| 3 | unsigned ← the API default |
| 4 | text |
| 5 | binary |
zabbix_api("history.get", {
"itemids": ["<itemid>"],
"history": 0,
"time_from": <epoch>, "time_till": <epoch>,
"output": "extend", "sortfield": "clock", "sortorder": "DESC", "limit": 500
})
Step 3 — never mix value types in one call.
A single history.get serves one value type. Query four items of mixed types and you get back only the
matching ones — the rest vanish with no error. Measured: 2 of 4 returned each way, zero overlap.
Group your items by value_type, make one call per group, merge the results.
Step 4 — route between history and trends by the window.
Raw history is short-lived; hourly aggregates last far longer. item.get told you both in Step 1.
| Requested window | Use | Say in your answer |
|---|
entirely within history | history.get | raw polled values |
entirely beyond history, trends > 0 | trend.get | hourly min/avg/max, not instantaneous |
| spans the boundary | both, merged | which part came from which |
| beyond both | neither exists | not retained — see below |
trend.get returns value_min / value_avg / value_max / num per hour, and is numeric only.
Say when you used trends. "The peak was 400 Mbps" from raw values and from an hourly average are
different claims, and an engineer sizing a link needs to know which they have.
The five reasons you get nothing back
They are indistinguishable over the wire — all five are an empty array. Tell them apart, and word them
differently.
| Cause | How to tell | How to say it |
|---|
| Wrong value type | you didn't do Step 1/2 | Never report this. Re-query correctly |
| Aged out | window predates history, trends > 0 | "beyond raw retention — here is the hourly data" |
| Retention disabled | history=0 and/or trends=0 on the item | "this item does not retain that" — a configuration fact, not an absence |
| Never collected | item exists, no values ever, empty lastclock | "monitored but has never returned a value" — a real finding, usually a broken poll |
| Genuinely idle | data exists and the values are zero | "zero throughput" — the only one that means nothing happened |
Retention can be switched off per item. Measured on a stock install: 10 items had trends=0, and 5 had
both history=0 and trends=0 — collected purely to fire triggers, never stored. Read the item; do not
guess.
Every answer must carry
- The source — Zabbix, and which host/item.
- The window actually served, which may differ from the one requested (say so if it does).
- Whether the values are raw or hourly aggregates.
- The item's units.
- Zabbix's own clock where relevant — if a "last 5 minutes" query looks empty, clock skew between you
and the NMS is a likely cause, and surfacing the NMS time makes that diagnosable instead of baffling.
- Unambiguous timezones.
- The bound, if you limited the result, plus how to narrow the query.
Refuse a future window or a reversed start/end with the reason — do not return empty.
If the same item key exists on multiple hosts, never merge them into one series without saying so.
Boundaries — which skill owns what
| Want to… | Use |
|---|
| Receive unsolicited traps | snmptrap-mcp — that is push; this polls on an interval and keeps history |
| Flow records | ipfix-mcp — flows, not counters |
| Metrics from infrastructure you instrumented | prometheus, grafana — pull-based stores; this is the NMS for gear you did not instrument |
| SaaS monitoring with its own agents | auvik, thousandeyes, datadog — this is the self-hosted NMS an enterprise already runs |
| Current device state | pyats, multivendor-cli, fortinet — they read the device now; this answers what it was over time, and can answer for a device that is unreachable right now |
| Problems and alerts | zabbix-problem-review |
| Availability and inventory | zabbix-availability |
Rules
item.get before history.get. Always. There is no shortcut and nothing will catch you.- Never report "no data" without identifying which of the five causes it is.
- Say when an answer came from hourly aggregates.
- This integration is read-only. There is no write path; do not attempt one.
- No per-call audit trail exists for this integration. Say so if someone needs an auditable record.
