# smartloli/EFAK

A AI-Driven, Distributed and high-performance monitoring system, for comprehensive monitoring and management of kafka cluster.

Repository: https://github.com/smartloli/EFAK
Canonical: https://ross.abutalabs.com/products/efak
Homepage: https://www.kafka-eagle.org/
Language: Java
License: Apache-2.0
License Family: permissive
Topics: kafka, kafka-eagle, offsets, consumer-group, ai
Last push: 2025-12-18T15:35:57+00:00

## Health v2 (maintenance only)
Score: 58/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 57, release rhythm 35, longevity 100
- inputs: {"age_days": 3497, "days_push": 258, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3179, forks 790 (observed 2026-08-28T04:07:47.746839+00:00)

## What it is
EFAK (Eagle For Apache Kafka) is an open-source, AI-enhanced monitoring and management platform for Kafka clusters, built on Spring Boot 3.x and Java 17. It provides real-time cluster health metrics, consumer group and offset tracking, multi-channel alerting, and an LLM-powered conversational assistant for diagnostics and optimization.

## Use cases
- monitor kafka cluster health and performance
- track consumer group lag and offsets
- set up alerts for kafka consumer delays
- manage multiple kafka clusters from one dashboard
- use an ai assistant to diagnose kafka issues
- visualize kafka throughput and latency trends

## When to choose
- you run Kafka clusters and need a self-hosted monitoring UI with alerting
- you want AI-assisted Kafka diagnostics and conversational ops
- you need multi-cluster Kafka management with consumer lag tracking

## When to avoid
- you monitor message brokers other than Kafka
- you need a lightweight agentless metrics scraper without a web platform
- you cannot provide MySQL and Redis dependencies

## Facets
- artifact type: application
- maturity: active
- function: monitoring, alerting, chatbot, data-visualization, llm-inference, agent-framework
- domain: monitoring, large-language-models, self-hosted
- platform: self-hosted, jvm, windows
- tags: kafka, kafka-eagle, consumer-lag, cluster-management, observability, spring-boot, ai-ops, devops, messaging, data-engineering, docker, web-server, linux, macos

## Member repositories
- smartloli/EFAK (main) score 58

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:47.746839+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T07:25:06.485388+00:00, confidence not recorded.
  - readme: https://github.com/smartloli/EFAK (fetched 2026-08-28T04:07:47.746839+00:00, sha 3ab88fec486a)
  - homepage: https://www.kafka-eagle.org/ (fetched 2026-08-29T09:39:14.371440+00:00, sha a0b5cf7cfddd)
- Data as of 2026-08-30T08:39:29.467469+00:00.