#1
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaegerAlternatives
Zipkin Php alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Zipkin Php
Zipkin instrumentation for PHP
51
Quality
73
Trust
277
Stars
#2
APM, Application Performance Monitoring System
25K starsSep 10, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking#3
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#4
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos#5
Your window into all of your data
21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana#6
Complete open-source monitoring and observability platform.
7.2K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add OneUptime/oneuptime#7
Prometheus Operator creates/configures/manages Prometheus clusters atop Kubernetes
9.9K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add prometheus-operator/prometheus-operator#8
A high-performance observability data pipeline.
22K starsJun 16, 2026 pushdevopsRustObservability
$ npx skills add vectordotdev/vector#9
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#10
Apache Doris is an easy-to-use, high performance and unified analytics database.
16K starsAug 27, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris#11
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#12
Build production-ready applications in TypeScript
15K starsJun 12, 2026 pushdevopsTypeScriptObservability
$ npx skills add Effect-TS/effect#13
An AI-powered next-generation open source real-time observability system.
7.4K starsAug 27, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat#14
🫖 Status page with uptime monitoring & API monitoring as code 🫖
8.8K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add openstatusHQ/openstatus#15
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
17K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add VictoriaMetrics/VictoriaMetrics#16
Quarkus: Supersonic Subatomic Java.
16K starsJun 16, 2026 pushdevopsJavaKubernetes
$ npx skills add quarkusio/quarkusHow 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 Zipkin Php 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.