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Open Source Performance Monitoring (APM) Tools using Python

A curated collection of the best open source application Performance Monitoring tools for tracking application behavior. using Python.

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


    76,308
  • Last commit


    6 hours ago
  • License


    AGPL-3.0
Grafana unifies metrics, logs, traces, profiles, and business data into one OpenTelemetry-native platform with AI-assisted root cause analysis and adaptive cost controls.

Open Source Alternative to:

Real-time monitoring for systems and applications
  • Stars


    80,229
  • Last commit


    7 hours ago
  • License


    GPL-3.0
Powerful, efficient, and user-friendly monitoring solution for servers, containers, and applications with instant insights and alerts.

Open Source Alternative to:

Real-time error tracking and performance monitoring
  • Stars


    44,575
  • Last commit


    6 hours ago
  • License


    Unknown
Detect, diagnose, and resolve software issues quickly with powerful error tracking, performance monitoring, and release management.

Open Source Alternative to:

Open-source observability platform for cloud-native apps
  • Stars


    31,881
  • Last commit


    6 hours ago
  • License


    MIT
Comprehensive monitoring and troubleshooting solution for microservices architectures, offering metrics, traces, and logs in a single pane.

Open Source Alternative to:

Self-hosted session replay with complete data control
  • Stars


    12,527
  • Last commit


    10 hours ago
  • License


    AGPL-3.0
Open-source session replay and product analytics platform you can self-host for complete control over data security, privacy, and compliance.

Open Source Alternative to:

Real-time observability for modern web applications
  • Stars


    9,367
  • Last commit


    1 day ago
  • License


    Apache-2.0
Comprehensive monitoring solution offering error tracking, session replay, and performance insights for seamless debugging and optimization.

Open Source Alternative to:

Comprehensive monitoring and incident management platform
  • Stars


    7,481
  • Last commit


    6 hours ago
  • License


    Apache-2.0
All-in-one solution for uptime monitoring, incident management, and status pages to keep your services running smoothly

Open Source Alternative to:

Powerful observability made simple for developers
  • Stars


    4,430
  • Last commit


    10 hours ago
  • License


    MIT
Logfire offers intuitive observability tools for Python applications, combining logs, profiling, and telemetry in one platform.

Open Source Alternative to:

Open source observability platform for modern applications
  • Stars


    4,264
  • Last commit


    6 days ago
  • License


    AGPL-3.0
Uptrace is an OpenTelemetry-based platform that integrates traces, metrics, and logs to help monitor and optimize complex distributed systems.

Open Source Alternative to:

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