#1
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaegerAlternatives
Signoz alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Signoz
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
100
Quality
94
Trust
27K
Stars
#2
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#3
Open source APM: OpenTelemetry traces, metrics, and logs
4.2K starsJun 14, 2026 pushdevopsGoObservability
$ npx skills add uptrace/uptrace#4
APM, Application Performance Monitoring System
25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking#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
Main repository for Datadog Agent
3.6K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add DataDog/datadog-agent#7
highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
9.3K starsApr 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add highlight/highlight#8
Observe any stack, any service and any data, using any UI components you prefer, never missing any X factors and resolve them before they become real problems.
4.0K starsMar 4, 2025 pushdevopsTypeScriptObservability
$ npx skills add deepops-ai/deepops#9
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos#10
The .NET/.NET Core instrument agent for Apache SkyWalking
1.7K starsOct 27, 2025 pushdevopsC#Observability
$ npx skills add SkyAPM/SkyAPM-dotnet#11
Zipkin is a distributed tracing system
17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin#12
Tencent Server Web
1.8K starsApr 17, 2026 pushdevopsTypeScriptObservability
$ npx skills add Tencent/TSW#13
The Java agent for Apache SkyWalking
917 starsJun 3, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking-java#14
OpenTelemetry Compile-Time Instrumentation for Golang
869 starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add alibaba/loongsuite-go#15
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector#16
Grafana Mimir provides horizontally scalable, highly available, multi-tenant, long-term storage for Prometheus.
5.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add grafana/mimirHow 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 Signoz 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.