#1
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collectorAlternatives
Beyla alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Beyla
eBPF-based autoinstrumentation of web applications and network metrics
100
Quality
91
Trust
2.0K
Stars
#2
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#3
Kiali project, observability for the Istio service mesh
3.6K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add kiali/kiali#4
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#5
Network inspector for your backend
2.8K starsJan 28, 2026 pushdevopsGoObservability
$ npx skills add subtrace/subtrace#6
Percona Monitoring and Management: an open source database monitoring, observability and management tool
1.0K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add percona/pmm#7
Prometheus rule linter/validator
1.0K starsJun 14, 2026 pushdevopsGoObservability
$ npx skills add cloudflare/pint#8
CNCF sandbox project, an open source distributed time-series database with high concurrency, high performance, and high scalability
1.2K starsMay 8, 2026 pushdevopsGoObservability
$ npx skills add openGemini/openGemini#9
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger#10
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos#11
Aya is an eBPF library for the Rust programming language, built with a focus on developer experience and operability.
4.6K starsJun 15, 2026 pushdevopsRustObservability
$ npx skills add aya-rs/aya#12
eBPF distributed networking observability tool for Kubernetes
3.1K starsJun 15, 2026 pushdevopsGoKubernetes
$ npx skills add microsoft/retina#13
OpenTelemetry Compile-Time Instrumentation for Golang
869 starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add alibaba/loongsuite-go#14
eBPF based always-on CPU/GPU profiler auto-discovering targets in Kubernetes and systemd, zero code changes or restarts needed!
729 starsJun 12, 2026 pushdevopsGoObservability
$ npx skills add parca-dev/parca-agent#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 command-line tool for sending events from shell scripts & similar environments
702 starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add equinix-labs/otel-cliHow 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 Beyla 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.