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Open Source Log Management Tools using GitHub

A curated collection of the best open source tools for collecting, processing, and analyzing log data. using GitHub.

Cost-effective log aggregation that indexes labels, not full text
  • Stars

    29,053
  • Last commit

    7 hours ago
  • License

    AGPL-3.0
Horizontally scalable, multi-tenant log aggregation system that stores and queries logs using label-based indexing instead of full-text indexing, keeping storage costs low.

Open Source Alternative to:

Distributed tracing, metrics, logs, and GenAI monitoring in one
  • Stars

    24,974
  • Last commit

    1 day ago
  • License

    Apache-2.0
Open source observability platform covering distributed tracing, metrics, logs, profiling, and LLM cost tracking across 10+ languages with eBPF support on Kubernetes.

Open Source Alternative to:

Collect, transform, and route logs and metrics in one tool
  • Stars

    22,759
  • Last commit

    14 hours ago
  • License

    MPL-2.0
Rust-built observability pipeline tool that collects, transforms, and routes logs and metrics across 47 sources and 62 sinks with no runtime dependencies.

Open Source Alternative to:

Centralize, transform, and stash your data
  • Stars

    14,965
  • Last commit

    1 day ago
  • License

    Unknown
Logstash is a free and open server-side data processing pipeline that ingests data from multiple sources, transforms it, and sends it to your desired destination.

Open Source Alternative to:

Unified observability database for metrics, logs, and traces
  • Stars

    6,761
  • Last commit

    7 hours ago
  • License

    Apache-2.0
Cloud-native observability database unifying metrics, logs, and traces with sub-second queries, 50x cost reduction, and seamless OpenTelemetry integration.

Open Source Alternative to:

OpenTelemetry observability with traces, logs, and metrics
  • Stars

    Stars growing over the last 30 days1,861
  • Last commit

    7 hours ago
  • License

    Unknown
Observability platform built on OpenTelemetry and ClickHouse. Collect, visualize, and query distributed traces, logs, and metrics, with an MCP server for AI agent diagnostics.

Open Source Alternative to: