#1
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanosAlternatives
Jaeger alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Jaeger
CNCF Jaeger, a Distributed Tracing Platform
100
Quality
90
Trust
23K
Stars
#2
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#3
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector#4
Zipkin is a distributed tracing system
17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin#5
Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.
7.8K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add coroot/coroot#6
APM, Application Performance Monitoring System
25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking#7
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#8
An open and reliable container runtime
21K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add containerd/containerd#9
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
17K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add VictoriaMetrics/VictoriaMetrics#10
Your window into all of your data
21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana#11
Prometheus Operator creates/configures/manages Prometheus clusters atop Kubernetes
9.9K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add prometheus-operator/prometheus-operator#12
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#13
Distributed reliable key-value store for the most critical data of a distributed system
52K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add etcd-io/etcd#14
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
36K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add aquasecurity/trivy#15
Run Kubernetes locally
32K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add kubernetes/minikube#16
The Kubernetes Package Manager
30K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add helm/helmHow 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 Jaeger 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.