#1
APM, Application Performance Monitoring System
25K starsSep 10, 2026 pushdevopsJavaObservability
$ npx skills add apache/skywalkingAlternatives
Spring Boot Based Microservices alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Spring Boot Based Microservices
A modular, scalable Spring Boot microservices framework for managing courses and reviews. It features OAuth 2.0 authentication via Keycloak, API management with Spring Cloud Gateway, and observability using OTel, Grafana, Loki, Tempo, and Prometheus. MongoDB and PostgreSQL handle storage, with deployments via Docker Compose and Kubernetes.
63
Quality
68
Trust
324
Stars
#2
Apache Doris is an easy-to-use, high performance and unified analytics database.
16K starsAug 27, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris#3
An AI-powered next-generation open source real-time observability system.
7.4K starsAug 27, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat#4
CNCF Jaeger, a Distributed Tracing Platform
23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger#5
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#6
A high-performance observability data pipeline.
22K starsJun 16, 2026 pushdevopsRustObservability
$ npx skills add vectordotdev/vector#7
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#8
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
14K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add thanos-io/thanos#9
Your window into all of your data
21K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add elastic/kibana#10
Nightingale is to monitoring and alerting what Grafana is to visualization.
13K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ccfos/nightingale#11
Build production-ready applications in TypeScript
15K starsJun 12, 2026 pushdevopsTypeScriptObservability
$ npx skills add Effect-TS/effect#12
Complete open-source monitoring and observability platform.
7.2K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add OneUptime/oneuptime#13
🫖 Status page with uptime monitoring & API monitoring as code 🫖
8.8K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add openstatusHQ/openstatus#14
The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™
29K starsSep 24, 2026 pushdevopsGoKubernetes
$ npx skills add authelia/authelia#15
Container runtimes on macOS (and Linux) with minimal setup
30K starsJul 24, 2026 pushdevopsGoKubernetes
$ npx skills add abiosoft/colima#16
Making Docker and Kubernetes management easy.
38K starsJun 15, 2026 pushdevopsTypeScriptKubernetes
$ npx skills add portainer/portainerHow 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 Spring Boot Based Microservices 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.