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文档
vmware-aria
试用通过 33 个 MCP 工具查询 VMware Aria Operations 的指标、告警、容量、异常与报告。
它能做什么
面向 VMware Aria Operations 与 vRealize Operations 8.x 的领域监控技能,并扩展支持 VCF Operations 9.1 集群。提供 33 个 MCP 工具(26 只读 + 7 写入),覆盖资源指标、告警查询与生命周期、告警定义管理、容量与耗尽时间预测、右尺寸建议、异常计数与风险评分、报告生成与下载,以及集群证书、密码账号、SDDC 域、诊断发现与实时 PromQL。本地小模型推荐 CLI 模式,云端模型与自动化流水线推荐 MCP 模式,通过 --target 切换多 Aria 实例。
什么时候用它
- 日常虚拟机健康与争用巡检(CPU Ready、内存 Balloon、Swap)
- 容量规划:集群耗尽时间预测与右尺寸候选清单
- 告警分诊:列出、调查、确认或取消活动告警
- 生成并下载容量或 SLA 报告(PDF/CSV)
技能文档
VMware Aria Operations
Disclaimer: This is a community-maintained open-source project and is not affiliated with, endorsed by, or sponsored by VMware, Inc. or Broadcom Inc. "VMware" and "Aria" are trademarks of Broadcom. Source code is publicly auditable at github.com/vmware-skills/VMware-Aria under the MIT license.
VMware Aria Operations (vRealize Operations / VCF Operations 9.1) AI-assisted monitoring — 33 MCP tools for resources, alerts, alert definitions, capacity planning, anomaly detection, report automation, platform health, and VCF 9.1 fleet certificates/passwords/domains, diagnostic findings, and real-time PromQL metrics.
Domain-focused monitoring skill for Aria Operations 8.x / vRealize Operations 8.x. Companion skills: vmware-nsx (networking), vmware-aiops (VM lifecycle), vmware-monitor (read-only vSphere), vmware-avi (AVI/ALB/AKO), vmware-harden (compliance baselines). | vmware-pilot (workflow orchestration) | vmware-policy (audit/policy)
What This Skill Does
| Category | Tools | Count |
|---|---|---|
| Resources | list, get details, metrics, health badge, top consumers | 5 |
| Alerts | list, get details, investigate (alert→resource), acknowledge, cancel, list definitions | 6 |
| Alert Definitions | list symptoms, create definition, enable/disable, delete | 4 |
| Capacity | cluster overview, remaining capacity, time remaining, rightsizing | 4 |
| Reports | list templates, generate, list, get status+download URL, delete | 5 |
| Anomaly | list anomalies, risk badge | 2 |
| Health | Aria platform health, collector group status | 2 |
| Fleet / PromQL (VCF Ops 9.1) | fleet certificates, password accounts, VCF domains, diagnostic findings, real-time PromQL query | 5 |
Total: 33 tools (26 read-only + 7 write)
Quick Install
uv tool install vmware-aria
vmware-aria init # guided setup: writes config + .env (chmod 600, password grep-safe), then verifies
vmware-aria doctor
When to Use This Skill
Performance monitoring (daily proactive checks):
- Check VM contention: CPU Ready %, Memory Balloon, Swap usage
- Fetch time-series metrics for any resource (CPU, memory, disk, network)
- Find top consumers by CPU/memory/disk/network
- Check per-resource anomaly counts and risk badge scores
Alert management:
- List, investigate, acknowledge, or cancel active alerts
- List or filter alert definitions (templates)
- Create new alert definitions from symptom definitions (post-RCA)
- Enable or disable alert definitions; delete obsolete ones
Capacity planning:
- Cluster capacity remaining (CPU, memory, disk headroom)
- Time-until-full prediction per cluster
- Right-sizing: find over-provisioned or under-utilized VMs
- Capacity overview with Aria's built-in recommendations
Report automation:
- Generate scheduled or on-demand reports (capacity, performance, SLA)
- Poll report status until COMPLETED; get PDF/CSV download URL
- Delete generated reports after download
Use companion skills for:
- VM lifecycle: create, clone, snapshot, power →
vmware-aiops - NSX networking: segments, gateways, NAT, routing →
vmware-nsx - vSphere inventory, real-time alarms, events →
vmware-monitor - Storage: iSCSI, vSAN, datastores →
vmware-storage - Load balancing, AVI/ALB, AKO, Ingress →
vmware-avi
Related Skills — Skill Routing
| User Intent | Recommended Skill |
|---|---|
| Aria Operations monitoring, alerts, capacity | vmware-aria ← this skill |
| VM lifecycle, deployment, guest ops | vmware-aiops |
| NSX networking: segments, gateways, NAT, routing | vmware-nsx |
| Read-only vSphere inventory, events, alarms | vmware-monitor |
| Storage: iSCSI, vSAN, datastores | vmware-storage |
| Multi-step workflows with approval | vmware-pilot |
| Compliance baselines (CIS / 等保 / PCI-DSS), drift detection, LLM remediation advisor | vmware-harden (uv tool install vmware-harden) |
| Load balancer, AVI, ALB, AKO, Ingress | vmware-avi (uv tool install vmware-avi) |
| Audit log query | vmware-policy (vmware-audit CLI) |
Common Workflows
Diagnostic investigations: Before running any "why is X slow / failing / down" workflow, follow
references/investigation-protocol.md. It enforces the four root-cause completeness criteria (falsifiability / sufficiency / necessity / mechanism) and the up-to-three-rounds deepening loop. Stopping at a partial conclusion is an anti-pattern — always self-check against the criteria before outputting a report.
Daily VM Health Check (Proactive Ops)
Judgment: don't chase the highest CPU consumer — chase the highest contention consumer. A VM at 90% CPU on a quiet host is healthy; a VM at 30% CPU but 15% Ready is starving. Key metrics: CPU Ready, Memory Balloon, Disk Latency.
- Find top CPU consumers →
vmware-aria resource top --metric cpu|usage_average --top 20(this is the starting set, not the answer) - Check CPU Ready on hot VMs →
vmware-aria resource metrics --metrics cpu.ready.summation --hours 24-
5% = warning, >10% = problem, >20% = critical
-
- Check memory pressure →
vmware-aria resource metrics --metrics mem.balloon.average,mem.swapped.average --hours 24- Balloon >0 = ESXi reclaiming memory; Swap >0 = severe — act immediately
- List active CRITICAL/IMMEDIATE alerts →
vmware-aria alert list --criticality CRITICAL - Check anomaly counts →
vmware-aria anomaly list - Cross-validate against the investigation protocol before reporting any "root cause" — high consumption is rarely the root, usually a downstream symptom
Investigate High CPU Alert
- List active CRITICAL alerts →
vmware-aria alert list --criticality CRITICAL - Get alert details + symptoms →
vmware-aria alert get - Find top CPU consumers →
vmware-aria resource top --metric cpu|usage_average - Fetch 24h CPU metrics for the hot VM →
vmware-aria resource metrics --metrics cpu|usage_average --hours 24 - Check risk badge →
vmware-aria anomaly risk - Acknowledge the alert →
vmware-aria alert acknowledge
Capacity Planning
- List clusters →
vmware-aria resource list --kind ClusterComputeResource - Get remaining capacity →
vmware-aria capacity remaining - Predict time until full →
vmware-aria capacity time-remaining - Get capacity overview with recommendations →
vmware-aria capacity overview - Find rightsizing candidates →
vmware-aria capacity rightsizing
Post-Incident: Create Detection Alert (RCA Follow-up)
After resolving an incident, create an early-warning alert to prevent recurrence. Alert definition management is MCP-only (no CLI subcommands):
- Find matching symptom definitions → MCP
list_symptom_definitions(filter byname_filter/resource_kind) - Create alert definition referencing symptoms → MCP
create_alert_definitionwith name, resource_kind, symptom_definition_ids, criticality (any one symptom firing triggers the alert) - Verify it appears in definitions →
vmware-aria alert definitions --name "Gold VM CPU"(criticality shown is the max severity across the definition's states) - Enable or disable later → MCP
set_alert_definition_state
Generate Capacity Report
- Find report template →
vmware-aria report definitions --name "Capacity" - Trigger report generation →
vmware-aria report generate --resources(the Report API requires at least one resource UUID) - Poll until completed →
vmware-aria report get(repeat untilstatus == COMPLETED) - Download via the returned
download_url(PDF) orcsv_url - Clean up →
vmware-aria report delete
Multi-Target Operations
All commands accept --target to operate against a specific Aria Ops instance:
vmware-aria alert list --target prod
vmware-aria resource top --target lab
Usage Mode
| Scenario | Recommended | Why |
|---|---|---|
| Local/small models (Ollama, Qwen) | CLI | ~2K tokens vs ~8K for MCP |
| Cloud models (Claude, GPT-4o) | Either | MCP gives structured JSON I/O |
| Automated pipelines | MCP | Type-safe parameters, structured output |
Running vmware-aria with a local or small model? See references/agent-guardrails.md for tool-calling guardrails (alert-to-resource correlation and Aria data fidelity).
MCP Tools (33 — 26 read, 7 write)
All MCP tools accept an optional target parameter to select which Aria Operations instance to connect to.
| Category | Tool | Type | Description |
|---|---|---|---|
| Resource | list_resources | Read | List VMs, hosts, clusters by resource kind |
get_resource | Read | Get resource details with health, risk, efficiency badges | |
get_resource_metrics | Read | Fetch time-series metric stats for any resource | |
get_resource_health | Read | Get health badge score (0–100) | |
get_top_consumers | Read | Rank resources by CPU, memory, disk, or network usage | |
| Alerts | list_alerts | Read | List active alerts with criticality and resource ID (resolve names via get_resource) |
get_alert | Read | Get alert details with contributing symptoms (recommendations live on the alert definition) | |
investigate_alert | Read | Resolve an alert to its confirmed affected resource in one call — returns both UUIDs explicitly labelled plus the vmware-monitor handoff | |
acknowledge_alert | Write | Mark an alert as acknowledged (does not close it) | |
cancel_alert | Write | Cancel (dismiss) an active alert | |
list_alert_definitions | Read | List alert templates configured in Aria Ops | |
| Alert Defs | list_symptom_definitions | Read | List symptom definitions — use IDs when creating alert defs |
create_alert_definition | Write | Create new alert definition from symptom definition IDs | |
set_alert_definition_state | Write | Enable or disable an alert definition | |
delete_alert_definition | Write | Delete an alert definition permanently | |
| Capacity | get_capacity_overview | Read | Group-level remaining % + per-dimension headroom and days-until-full |
get_remaining_capacity | Read | Remaining CPU, memory, disk before hitting limits | |
get_time_remaining | Read | Days until cluster capacity is exhausted | |
list_rightsizing_recommendations | Read | VMs to resize: over/under-provisioned | |
| Reports | list_report_definitions | Read | List available report definition templates |
generate_report | Write | Trigger report generation (async; returns report_id) | |
list_reports | Read | List generated reports, optionally by definition | |
get_report | Read | Poll report status + get PDF/CSV download URLs | |
delete_report | Write | Delete a generated report | |
| Anomaly | list_anomalies | Read | Per-resource anomaly counts (System Attributes|total_alarms metric) |
get_resource_riskbadge | Read | Risk score (0–100): likelihood of future problems | |
| Health | get_aria_health | Read | Aria platform node status (ONLINE/OFFLINE) |
list_collector_groups | Read | Collector agents status and connectivity | |
| Fleet / PromQL (VCF Ops 9.1) | fleet_certificate_list | Read | Certificate status/expiry across the VCF fleet |
fleet_password_account_list | Read | Managed password-account status (read-only; does not rotate) | |
fleet_domain_list | Read | SDDC/workload domains behind one registered VCF integration | |
findings_list | Read | Operations diagnostic findings (not compliance — see vmware-harden) | |
promql_query | Read | Real-time PromQL instant query via the VODAP service (base path INFERRED, unverified on real hardware) |
Read/write split: 26 read-only, 7 write. All write operations are audit-logged to ~/.vmware/audit.db (via vmware-policy).
List results are envelopes — read truncated before you summarise
Every list-returning tool above (list_resources, get_top_consumers, list_alerts, list_alert_definitions, list_symptom_definitions, list_rightsizing_recommendations, list_report_definitions, list_reports, list_anomalies, list_collector_groups) returns an object, not a bare array:
{
"items": [ ... ],
"returned": 50,
"limit": 50,
"total": 213,
"truncated": true,
"hint": "Showing 50 of 213. Raise limit or narrow the query with a filter to see the rest."
}
Rules:
- Rows live under
items. An emptyitemswithreturned: 0means the query genuinely matched nothing — report that, do not report a tool failure. truncated: truemeans more rows exist. Never describe such a result as the complete set; either say it is a partial view or re-query with a higherlimitor a narrower filter, ashintinstructs.truncated: falsemeans the answer is complete — safe to summarise as the whole picture.total: nullmeans the API reported no collection size, so a page filled exactly to the limit is flagged truncated conservatively. It may in fact be complete; a follow-up query with a larger limit settles it.list_anomaliesalso carriesscanned— how many VMs were examined. It returns only VMs with a non-zero anomaly count, so a short list is not evidence that the environment is clean; checktruncated.
CLI Quick Reference
# Resources
vmware-aria resource list [--kind VirtualMachine|HostSystem|ClusterComputeResource] [--name ]
vmware-aria resource get
vmware-aria resource metrics --metrics cpu|usage_average,mem|usage_average --hours 4
vmware-aria resource metrics --metrics cpu.ready.summation,mem.balloon.average --hours 24
vmware-aria resource health
vmware-aria resource top --metric cpu|usage_average --kind VirtualMachine --top 10
# Alerts
vmware-aria alert list [--criticality CRITICAL|IMMEDIATE|WARNING|INFORMATION]
vmware-aria alert get
vmware-aria alert acknowledge
vmware-aria alert cancel
vmware-aria alert definitions [--name ]
# Alert Definitions: creation/enable/disable/delete and symptom-definition
# lookup are MCP-only tools (list_symptom_definitions, create_alert_definition,
# set_alert_definition_state, delete_alert_definition) — no CLI subcommands.
# Capacity
vmware-aria capacity overview
vmware-aria capacity remaining
vmware-aria capacity time-remaining
vmware-aria capacity rightsizing [--resource-id ]
# Reports (async: generate → poll get → download → delete)
vmware-aria report definitions [--name ]
vmware-aria report generate --resources # at least one resource UUID required
vmware-aria report list [--definition-id ]
vmware-aria report get # poll until status == COMPLETED; shows download_url
vmware-aria report delete
# Anomaly
vmware-aria anomaly list [--resource-id ]
vmware-aria anomaly risk
# Health
vmware-aria health status
vmware-aria health collectors
# Diagnostics
vmware-aria doctor [--skip-auth]
Key Metric Names (for resource metrics command)
| Metric | API Key | What It Means |
|---|---|---|
| CPU Ready % | cpu.ready.summation | vCPU waiting for physical core; >5% = warning |
| CPU Used | cpu.used.summation | Actual CPU execution time |
| CPU Demand | cpu.demand.average | Total MHz requested by VM |
| Memory Active | mem.active.average | Actively used by guest OS (sizing) |
| Memory Consumed | mem.consumed.average | Footprint on host (capacity) |
| Memory Balloon | mem.balloon.average | >0 = ESXi reclaiming memory |
| Memory Swap | mem.swapped.average | >0 = severe pressure |
| Disk Read Latency | disk.read.average | Read I/O latency ms |
| Disk Write Latency | disk.write.average | Write I/O latency ms |
| Net Received | net.received.average | Inbound network KB/s |
| Net Transmitted | net.transmitted.average | Outbound network KB/s |
Full CLI reference with all options and output formats: see
references/cli-reference.md
Troubleshooting
"Token not found" error after setup
The token acquisition request failed. Verify:
- Aria Ops is reachable:
vmware-aria doctor - The
auth_sourcein config matches your environment (LOCAL, LDAP, AD) - The password env var follows the naming convention:
VMWARE_ARIA__PASSWORD
Resources appear missing from list_resources
The collector agent may be offline. Check list_collector_groups for any collectors in a DOWN state. Restart the affected collector from the Aria Ops UI under Administration > Collector Groups.
Metrics return empty data
The resource may not have metric collection configured, or the requested metric key is incorrect. Verify metric keys against the resource's available metrics in the Aria Ops UI (Metrics tab on the resource detail page).
"Password not found" error
Variable names follow the pattern VMWARE_ARIA__PASSWORD where hyphens become underscores. Example: target prod needs VMWARE_ARIA_PROD_PASSWORD. Check your ~/.vmware-aria/.env file.
invalid peer certificate: UnknownIssuer when running uvx (corporate TLS proxy)
uvx re-resolves dependencies from PyPI on every launch. Behind a corporate TLS-intercepting proxy whose CA is not in uv's bundled cert store, the handshake fails. Use the v1.5.15+ recommended single-command form vmware-aria mcp (after uv tool install vmware-aria — no network on launch), or set UV_NATIVE_TLS=true to make uv use the system cert store.
Safety
- Read-heavy: 26 of 33 tools are read-only
- Audit logging: Write operations logged to
~/.vmware/audit.db(SQLite WAL, via vmware-policy) with timestamp, user, target, operation, and result - Token expiry handling: vRealizeOpsToken re-acquired automatically 60 seconds before expiry (6-hour sliding validity, extended on each call)
- Prompt injection defense: API text values sanitized via
_sanitize()— strips control characters, truncates to 500 chars - Credential safety: Passwords loaded only from environment variables (
.envfile), never fromconfig.yaml - Input validation: resource_id and alert_id validated before API calls; criticality values validated against known enum
Setup
uv tool install vmware-aria
mkdir -p ~/.vmware-aria
cp config.example.yaml ~/.vmware-aria/config.yaml
# Edit config.yaml with your Aria Operations host details
# Add to ~/.vmware-aria/.env (create if missing, chmod 600):
# VMWARE_ARIA_PROD_PASSWORD=
chmod 600 ~/.vmware-aria/.env
vmware-aria doctor
All tools are automatically audited via vmware-policy. Audit logs:
vmware-audit log --last 20
Full setup guide with multi-target config, MCP server setup, and Docker: see
references/setup-guide.md
Architecture
User (natural language)
|
AI Agent (Claude Code / Goose / Cursor)
| reads SKILL.md
vmware-aria CLI or MCP server (stdio transport)
| Aria Operations Suite API (REST/JSON over HTTPS)
| POST /suite-api/api/auth/token/acquire → vRealizeOpsToken
Aria Operations Manager
|
VMs / Hosts / Clusters / Datastores / Alerts / Capacity
The MCP server uses stdio transport (local only, no network listener). Connections to Aria Ops use HTTPS on port 443 with vRealizeOpsToken authentication (6-hour sliding token validity, auto-refreshed).
Audit & Safety
All operations are automatically audited via vmware-policy (@vmware_tool decorator):
- Every tool call logged to
~/.vmware/audit.db(SQLite, framework-agnostic) - Policy rules enforced via
~/.vmware/rules.yaml(deny rules, maintenance windows, risk levels) - Risk classification: each tool tagged as low/medium/high/critical
- View recent operations:
vmware-audit log --last 20 - View denied operations:
vmware-audit log --status denied
vmware-policy is automatically installed as a dependency — no manual setup needed.
License
常见问题
- 这个技能会写入 Aria Operations 吗?
- 会。33 个工具中有 7 个为写入操作:确认或取消告警、创建/启用/禁用/删除告警定义、生成报告、删除报告;其余 26 个为只读。
- 与 vmware-monitor 的区别是什么?
- vmware-aria 对接 Aria Operations,提供指标、告警、容量、异常与报告;vmware-monitor 处理只读的 vSphere 清单、实时告警与事件。实时 vCenter 数据用 vmware-monitor,Aria 分析数据用 vmware-aria。
- 支持 VCF Operations 9.1 吗?
- 支持。除 Aria Operations 8.x 功能外,还提供 5 个 VCF 9.1 集群工具:证书状态、托管密码账号、SDDC/业务域、诊断发现与实时 PromQL 查询。
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