#1
Open source APM: OpenTelemetry traces, metrics, and logs
4.2K starsJun 14, 2026 pushdevopsGoObservability
$ npx skills add uptrace/uptraceAlternatives
Highlight alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Highlight
highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
100
Quality
91
Trust
9.3K
Stars
#2
APM, Application Performance Monitoring System
25K starsJun 16, 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
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#5
Your window into all of your data
21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana#6
High performance Java APM. Powered by ASM. Try it. Test it. If you feel its better, use it.
3.6K starsMay 5, 2026 pushdevopsJavaObservability
$ npx skills add LinShunKang/MyPerf4J#7
🫖 Status page with uptime monitoring & API monitoring as code 🫖
8.8K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add openstatusHQ/openstatus#8
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
1.1K starsJun 15, 2026 pushdevopsHaskellObservability
$ npx skills add monoscope-tech/monoscope#9
Simple. Scalable. Multi-cloud monitoring.
1.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add sensu/sensu-go#10
OpenTelemetry Auto Instrumentation using eBPF
1.0K starsJun 15, 2026 pushdevopsCObservability
$ npx skills add open-telemetry/opentelemetry-go-instrumentation#11
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos#12
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#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
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#16
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collectorHow 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 Highlight 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.