vmware-log-insight

Use this skill whenever the user needs to search, aggregate, or investigate centralized logs in VMware VCF Operations for Logs (formerly Aria Operations for Logs / vRealize Log Insight) — the appliance that collects syslog from ESXi hosts, vCenter, and VMs. It is the log data source of the VMware family: full-text event search over a time window, aggregation with spike detection, field discovery, and alert queries. Always use this skill for "search the logs", "what did the host log", "find errors in Log Insight", "show me a log spike", "query vRealize Log Insight", "Aria Operations for Logs", "VCF Operations for Logs" when the context is explicitly VMware/vSphere/ESXi. It is strictly READ-ONLY — it never ingests, edits, or deletes anything. Do NOT use it for vCenter events/alarms (use vmware-monitor) or for performance metrics and anomalies (use vmware-aria). To correlate logs with events from other sources into one root-cause timeline, hand results to vmware-debug.

Disclaimer: Community-maintained open-source project, not affiliated with, endorsed by, or sponsored by VMware, Inc. or Broadcom Inc. "VMware", "vSphere", and "Aria" are trademarks of Broadcom. Source is publicly auditable under the MIT license.

Read-only log search and aggregation for VMware Aria Operations for Logs (vRealize Log Insight) — the centralized-log data source for the VMware skill family. Strictly non-destructive: it queries, it never writes.

What This Skill Does

Category	Tools	Count	Read or Write
Log search	search_logs	1	Read
Aggregation / spikes	aggregate_logs	1	Read
Metadata	list_log_fields, get_log_insight_version	2	Read
Alerts	list_log_alerts, get_log_alert, get_log_alert_history	3	Read

7 tools, all read-only. No ingest, no alert creation/edit/delete — zero write surface.

Quick Install

bash

uv tool install vmware-log-insight==2.4.1
cp config.example.yaml ~/.vmware-log-insight/config.yaml   # then edit
vmware-log-insight doctor       # verify connectivity

When to Use This Skill

Use it to read the actual log lines behind an incident — what an ESXi host's vmkernel logged, vCenter vpxd errors, a login storm in VM syslog — and to find when log volume spiked.

• vCenter events/alarms (not raw syslog)? → vmware-monitor
• Performance metrics / anomalies / capacity? → vmware-aria
• Correlate logs + events + metrics into one root-cause view? → vmware-debug

Do NOT use when there is no Log Insight appliance, or the user wants vCenter alarms (monitor) or metric anomalies (aria). This skill only reads the log store.

Related Skills — Skill Routing

Need	Skill
Raw centralized logs + spikes	vmware-log-insight (this)
vCenter events & alarms	vmware-monitor
Metrics, anomalies, capacity	vmware-aria
Incident correlation / root cause	vmware-debug (feed it search_logs output)
Network logs / DFW / traceflow	vmware-nsx, vmware-nsx-security

Common Workflows

1. "Find the errors on a host in the last hour"

1. search_logs(text="error", last="1h") — or CLI: vmware-log-insight search -q error -l 1h. There is no host filter parameter: read each event's fields.hostname / fields.source, or put the host name in text (whole words match, and dots split words: esx01 finds esx01.lab.local; esx0 finds nothing, esx0* does).
2. Read the events[] (timestamp + text + fields). Narrow with a more specific text if complete=False (result was truncated).
3. Failure branch — auth/connection error: the teaching message names the cause (e.g. "503: appliance starting up"); run vmware-log-insight doctor. A 503 is a status, not a crash.

2. "Was there a log spike, and when?"

1. aggregate_logs(text="...", last="6h", bin_width_ms=300000) — counts per 5-minute bin + spikes[] (z-score flagged).
2. Take a spike's timestamp_ms, then search_logs(begin_ms=..., end_ms=...) around it to read what burst.
3. Failure branch — empty bins: widen last or drop the text filter; confirm the appliance actually receives logs from the source. The appliance omits bins with no events; for COUNT and UCOUNT the tool adds them back as 0 (filled_empty_bins: true), so a burst after a quiet stretch still shows as a spike.
4. Distinct hosts per bin: aggregate_logs(aggregation="UCOUNT", field="hostname"). Only COUNT and SAMPLE take no field; the other seven need one (names from list_log_fields).

3. Correlate logs into a root-cause timeline

1. search_logs / aggregate_logs here for the log signal.
2. Pull vCenter events (vmware-monitor) and metrics/anomalies (vmware-aria) for the same window/entity.
3. Hand all of them to vmware-debug build_incident_timeline (normalise to its event envelope) to rank root causes.

Usage Mode

• MCP (in an agent): call search_logs/aggregate_logs, then pass results to vmware-debug. Primary mode.
• CLI (humans): vmware-log-insight search -q "apd" -l 2h.

MCP Tools (7 — 7 read, 0 write)

Category	Tools
Logs	search_logs (time window + text), aggregate_logs (COUNT/SAMPLE, or UCOUNT/AVG/MIN/MAX/SUM/STDDEV/VARIANCE of a field, + spike detection), list_log_fields, get_log_insight_version
Alerts	list_log_alerts, get_log_alert, get_log_alert_history

List envelope: list_log_fields, list_log_alerts and get_log_alert_history return {items, returned, limit, total, truncated, hint} rather than a bare list — read the rows from items, and treat truncated: true as "there is more, raise limit or narrow the filter". For fields and alerts total is a real count (the appliance returns the whole collection in one GET and limit is applied here). Alert history is paged by the appliance (at most 50 records), so a full history page has total: null and truncated: true.

Query model: time windows use a relative last ("1h", "30m", "7d") or an absolute begin_ms/end_ms (epoch ms — seconds are refused); text is a CONTAINS search that matches whole words, not substrings (* is a wildcard). search_logs returns at most 200 events (~650 chars each) and says so when it lowers limit. See references/cli-reference.md for the full constraint grammar.

Read-Only by Design

All 7 tools here are reads — no ingest, no alert creation/edit/delete, zero write surface. Running with local or small models? See references/agent-guardrails.md.

CLI Quick Reference

bash

vmware-log-insight search -q "scsi apd" -l 2h          # search events
vmware-log-insight search -q error -l 1h --json        # raw JSON
vmware-log-insight aggregate -q error -l 6h --bin-ms 300000   # spikes
vmware-log-insight fields --name host                  # discover fields
vmware-log-insight alert list                          # defined alerts
vmware-log-insight doctor                              # diagnostics
vmware-log-insight mcp                                  # start MCP server (proxy-safe)

Troubleshooting

• POST /sessions returned HTTP 401 — wrong username/password/provider. Check config.yaml (provider: Local | ActiveDirectory) and the VMWARE_LOG_INSIGHT_<TARGET>_PASSWORD env var.
• HTTP 503 on every call — the appliance is starting or a service isn't ready; the error says so. Wait and retry; doctor reports it as a status, not a crash.
• HTTP 400 on a search — a malformed constraint. Time/field filters are path-encoded as field/<OPERATOR value> (e.g. timestamp/LAST%203600000); let the CLI/tool build them rather than hand-crafting.
• Empty results but logs exist — check the time window (last) and that the appliance actually ingests from that source; widen the window. text matches whole words: localdom finds nothing, localdom* (wildcard) and localhost.localdomain find events. A text search that matches nothing says so in note.
• UCOUNT needs a field / COUNT takes no field — the appliance answers HTTP 400 otherwise; pass field= only with UCOUNT/AVG/MIN/MAX/SUM/STDDEV/VARIANCE.
• Default port is 9543, not 443 — set port in config.yaml if your appliance differs.

Audit & Safety

Read-only by construction (no write tools). MCP tools run through @vmware_tool(risk_level="low"), which records each call to the shared audit DB (~/.vmware/audit.db). Targets may declare environment: (production / staging / lab) in config.yaml to scope policy rules; reads are never gated by it, so this skill is unaffected either way, but declaring it keeps any future write tool correctly scoped. Credentials load from ~/.vmware-log-insight/.env (chmod 600); plaintext passwords there are auto-rewritten to a grep-safe b64: form on first load (obfuscation, not encryption — inject from a secret manager for real at-rest secrecy). All API text passes through sanitize() (prompt-injection defence). TLS verification is on by default; disable only for self-signed lab appliances. See references/setup-guide.md.

License

MIT.