Ross ROSS = Recommend OSS · open-source software intelligence for agents

alibaba/loongcollector

Fast and Lightweight Observability Data Collector observed · 2026-10-08

github.com/alibaba/loongcollector · homepage · C++ · Apache-2.0 (permissive) observed · 2026-10-08

Health v2 · maintenance only

89/100

  • Activity 98
  • Release rhythm 72
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 91
  • age_days: 1807
  • days_rel: 30
  • days_push: 13
  • n_releases_24m: 8

Full methodology

Adoption not part of the score

2202 stars · 451 forks observed · 2026-10-08

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

LoongCollector (formerly iLogtail) is a high-performance, lightweight observability data collection agent from Alibaba for cloud-native environments. It collects logs, Prometheus metrics, and eBPF-based network/security telemetry and ships them to backends like Alibaba Cloud SLS or OpenTelemetry-compatible systems.

Use cases

  • collect logs from kubernetes clusters
  • ship container logs to alibaba cloud sls
  • collect prometheus metrics from nodes
  • ebpf network observability monitoring
  • lightweight agent for observability data collection
  • replace filebeat or fluentd for log shipping
  • collect security and network telemetry with ebpf

When to choose

  • you need very high-throughput log collection with low resource usage
  • you run kubernetes or cloud-native workloads and need a unified agent for logs, metrics, and eBPF telemetry
  • you send data to Alibaba Cloud SLS or OpenTelemetry backends

When to avoid

  • you need a fully vendor-neutral OpenTelemetry Collector-native pipeline with OTel ecosystem plugins
  • you require first-class Windows desktop support or non-Linux edge deployments
  • you want a mature large community beyond Alibaba's ecosystem

Facets

application · maturity active

monitoring logging tracing etl streaming monitoring cloud-computing self-hosted cross-platform observability-agent log-collection ebpf prometheus metrics-collection opentelemetry aliyun-sls apm devops containers linux docker kubernetes

3 sources

Member repositories

RepositoryRoleHealth v2
alibaba/loongcollectormain89

For agents

markdown · JSON · MCP: product_card(name="alibaba/loongcollector")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem