#1
APM, Application Performance Monitoring System
25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalkingAlternatives
Coroot alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Coroot
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.
100
Quality
94
Trust
7.8K
Stars
#2
Open source APM: OpenTelemetry traces, metrics, and logs
4.2K starsJun 14, 2026 pushdevopsGoObservability
$ npx skills add uptrace/uptrace#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
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger#5
An AI-powered next-generation open source real-time observability system.
7.3K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat#6
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#7
Main repository for Datadog Agent
3.6K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add DataDog/datadog-agent#8
The CNCF sandbox for observability visualisation. Already supports Prometheus, Tempo, Loki and Pyroscope - more data sources to come!
2.2K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add perses/perses#9
eBPF-based autoinstrumentation of web applications and network metrics
2.0K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add grafana/beyla#10
Simple. Scalable. Multi-cloud monitoring.
1.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add sensu/sensu-go#11
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#12
k8spacket - collects TCP traffic and TLS connection metadata in the Kubernetes cluster using eBPF and visualizes in Grafana
1.1K starsMay 12, 2026 pushdevopsGoObservability
$ npx skills add k8spacket/k8spacket#13
Apache Doris is an easy-to-use, high performance and unified analytics database.
15K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris#14
The .NET/.NET Core instrument agent for Apache SkyWalking
1.7K starsOct 27, 2025 pushdevopsC#Observability
$ npx skills add SkyAPM/SkyAPM-dotnet#15
Zipkin is a distributed tracing system
17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin#16
The Java agent for Apache SkyWalking
917 starsJun 3, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking-javaHow 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 Coroot 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.