Alternatives

Fastapi Observability alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Fastapi Observability

Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry.

96
Quality
93
Trust
1.1K
Stars
#1

Alloy

Similarity 148Trust 93Excellent 100

OpenTelemetry Collector distribution with programmable pipelines

3.3K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add grafana/alloy
#2

Agent

Similarity 146Trust 93Excellent 100

Vendor-neutral programmable observability pipelines.

1.7K starsJun 13, 2026 pushdevopsGoObservability
$ npx skills add grafana/agent
#3

Mimir

Similarity 133Trust 96Excellent 100

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
#4

Opensre

Similarity 131Trust 94Excellent 100

Build your own AI SRE agents. The open source toolkit for the AI era.

7.0K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add Tracer-Cloud/opensre
#5

Logfire

Similarity 130Trust 92Excellent 100

AI observability platform for production LLM and agent systems.

4.3K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add pydantic/logfire
#6

VictoriaMetrics

Similarity 129Trust 96Excellent 100

VictoriaMetrics: fast, cost-effective monitoring solution and time series database

17K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add VictoriaMetrics/VictoriaMetrics
#7

Openobserve

Similarity 127Trust 97Excellent 100

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

Jaeger

Similarity 127Trust 95Excellent 100

CNCF Jaeger, a Distributed Tracing Platform

23K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add jaegertracing/jaeger
#9

Thanos

Similarity 127Trust 98Excellent 100

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

Nestjs Otel

Similarity 125Trust 86Excellent 86

OpenTelemetry (Tracing + Metrics) module for Nest framework (node.js) 🔭

786 starsJun 13, 2026 pushdevopsTypeScriptObservability
$ npx skills add pragmaticivan/nestjs-otel
#11

Opentelemetry Collector

Similarity 125Trust 94Excellent 100

OpenTelemetry Collector

7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector
#12

Hertzbeat

Similarity 125Trust 93Excellent 100

An AI-powered next-generation open source real-time observability system.

7.3K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat
#13

VictoriaLogs

Similarity 125Trust 93Excellent 100

Fast and easy to use database for logs, which can efficiently handle terabytes of logs

2.0K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add VictoriaMetrics/VictoriaLogs
#14

Deepops

Similarity 124Trust 83Strong 71

Observe any stack, any service and any data, using any UI components you prefer, never missing any X factors and resolve them before they become real problems.

4.0K starsMar 4, 2025 pushdevopsTypeScriptObservability
$ npx skills add deepops-ai/deepops
#15

Perses

Similarity 123Trust 94Excellent 100

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
#16

Monoscope

Similarity 122Trust 94Excellent 100

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

How 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 Fastapi Observability 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.