Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
AI observability platform for production LLM and agent systems.
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
$ npx skills add future-agi/future-agiTraceRoot - open-source observability and self-healing layer for AI agents. YC S25
$ npx skills add traceroot-ai/tracerootObserve FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.
$ npx skills add blueswen/fastapi-observabilityApache Doris is an easy-to-use, high performance and unified analytics database.
$ npx skills add apache/dorisCoroot 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.
$ npx skills add coroot/corootAn AI-powered next-generation open source real-time observability system.
$ npx skills add apache/hertzbeatThe open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.
$ npx skills add GreptimeTeam/greptimedbBuild your own AI SRE agents. The open source toolkit for the AI era.
$ npx skills add Tracer-Cloud/opensreRoute, manage, and analyze your LLM requests across multiple providers with a unified API interface.
$ npx skills add theopenco/llmgatewayAPM, Application Performance Monitoring System
$ npx skills add apache/skywalkingSigNoz 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
$ npx skills add SigNoz/signozOpen 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.
$ npx skills add openobserve/openobserveCNCF Jaeger, a Distributed Tracing Platform
$ npx skills add jaegertracing/jaegerA high-performance observability data pipeline.
$ npx skills add vectordotdev/vectorHighly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
$ npx skills add thanos-io/thanosYour window into all of your data
$ npx skills add elastic/kibanaHow to choose
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 Logfire if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.