metrics-server

metrics-server is a Kubernetes add-on that aggregates resource metrics (CPU/memory) from kubelets and serves them to the Kubernetes API for components like kubectl top and Horizontal Pod Autoscaler (HPA).

Evaluated Apr 04, 2026 (16d ago)
Homepage ↗ Repo ↗ Monitoring kubernetes metrics observability autoscaling hpa kubectl-top
⚙ Agent Friendliness
35
/ 100
Can an agent use this?
🔒 Security
56
/ 100
Is it safe for agents?
⚡ Reliability
44
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
0
Documentation
30
Error Messages
0
Auth Simplicity
60
Rate Limits
10

🔒 Security

TLS Enforcement
70
Auth Strength
55
Scope Granularity
45
Dep. Hygiene
50
Secret Handling
60

Security is largely delegated to Kubernetes primitives (RBAC/service accounts) and cluster TLS/kubelet configuration. Without repository-specific evidence here, dependency posture and exact secret-handling cannot be verified.

⚡ Reliability

Uptime/SLA
20
Version Stability
60
Breaking Changes
50
Error Recovery
45
AF Security Reliability

Best When

You need lightweight CPU/memory metrics in-cluster for kubectl top and HPA, and you’re not already running a full metrics pipeline.

Avoid When

You require high-cardinality/long-retention metrics, custom metrics types, or non-CPU/memory metrics (use Prometheus Adapter or other monitoring stack).

Use Cases

  • Autoscaling workloads based on CPU/memory utilization (HPA)
  • Debugging/observability via kubectl top
  • Centralized metrics aggregation within a Kubernetes cluster

Not For

  • Metrics collection outside Kubernetes
  • Production-grade long-term metrics storage/analytics (e.g., Prometheus storage backend)
  • GPU metrics collection (not typical for metrics-server)

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
No
SDK
No
Webhooks
No

Authentication

OAuth: No Scopes: No

As a Kubernetes component, access is typically governed via Kubernetes RBAC/service accounts rather than an external API auth scheme.

Pricing

Free tier: No
Requires CC: No

Open-source/community component; no public vendor pricing detected from provided content.

Agent Metadata

Pagination
none
Idempotent
False
Retry Guidance
Not documented

Known Gotchas

  • Kubernetes add-ons often depend on cluster permissions (RBAC), TLS/kubelet reachability, and correct APIService registration; failures may appear as Kubernetes events/logs rather than agent-friendly HTTP error responses.
  • Because this is not a typical standalone API service, rate limits and auth semantics are governed by Kubernetes components and kubelet connectivity rather than by a documented public API.

Alternatives

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Scores are editorial opinions as of 2026-04-04.

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Packages Evaluated
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