#1
APM, Application Performance Monitoring System
25K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalkingAlternatives
Uptrace alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Uptrace
Open source APM: OpenTelemetry traces, metrics, and logs
100
Quality
92
Trust
4.2K
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
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#4
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#5
Main repository for Datadog Agent
3.6K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add DataDog/datadog-agent#6
Simple. Scalable. Multi-cloud monitoring.
1.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add sensu/sensu-go#7
The Java agent for Apache SkyWalking
917 starsJun 3, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalking-java#8
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger#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
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#11
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#12
OpenTelemetry Compile-Time Instrumentation for Golang
869 starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add alibaba/loongsuite-go#13
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector#14
An agent component for the Java system
585 starsApr 14, 2026 pushdevopsJavaObservability
$ npx skills add megaease/easeagent#15
Grafana Mimir provides horizontally scalable, highly available, multi-tenant, long-term storage for Prometheus.
5.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add grafana/mimir#16
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/monoscopeHow 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 Uptrace 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.