Alternatives

Starlink alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Starlink

📈 Starlink Monitoring System. Measuring the performance of your Starlink internet connection

52
Quality
71
Trust
357
Stars
#1

Openobserve

Similarity 127Trust 93Excellent 100

Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment.

19K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add openobserve/openobserve
#2

Thanos

Similarity 126Trust 93Excellent 100

Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos
#3

Zipkin

Similarity 126Trust 90Excellent 100

Zipkin is a distributed tracing system

17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin
#4

Opentelemetry Collector

Similarity 125Trust 91Excellent 100

OpenTelemetry Collector

7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector
#5

Oneuptime

Similarity 124Trust 90Excellent 100

Complete open-source monitoring and observability platform.

7.2K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add OneUptime/oneuptime
#6

Opensre

Similarity 124Trust 90Excellent 100

Build your own AI SRE agents. The open source toolkit for the AI era.

7.0K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add Tracer-Cloud/opensre
#7

Hertzbeat

Similarity 124Trust 89Excellent 100

An AI-powered next-generation open source real-time observability system.

7.3K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat
#8

VictoriaMetrics

Similarity 120Trust 92Excellent 100

VictoriaMetrics: fast, cost-effective monitoring solution and time series database

17K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add VictoriaMetrics/VictoriaMetrics
#9

Prometheus Operator

Similarity 119Trust 92Excellent 100

Prometheus Operator creates/configures/manages Prometheus clusters atop Kubernetes

9.9K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add prometheus-operator/prometheus-operator
#10

Skywalking

Similarity 119Trust 92Excellent 100

APM, Application Performance Monitoring System

25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking
#11

Jaeger

Similarity 119Trust 92Excellent 100

CNCF Jaeger, a Distributed Tracing Platform

23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger
#12

Signoz

Similarity 119Trust 90Excellent 100

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

27K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add SigNoz/signoz
#13

Vector

Similarity 119Trust 92Excellent 100

A high-performance observability data pipeline.

22K starsJun 16, 2026 pushdevopsRustObservability
$ npx skills add vectordotdev/vector
#14

Doris

Similarity 118Trust 92Excellent 100

Apache Doris is an easy-to-use, high performance and unified analytics database.

15K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris
#15

Kibana

Similarity 118Trust 88Excellent 100

Your window into all of your data

21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana
#16

Nightingale

Similarity 118Trust 92Excellent 100

Nightingale is to monitoring and alerting what Grafana is to visualization.

13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Starlink if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.