EchidraOSS is a lightweight, high-performance open-source cyber deception platform. Built on an asynchronous Python 3.11 and FastAPI event loop, it keeps memory usage at 83MB and CPU flat under 20% during connection floods.
Cost / License
- Free
- Open Source (AGPL-3.0)
Platforms
- Self-Hosted
- Docker
India



PyPI Stats is a powerful, free web dashboard for tracking and analyzing Python package statistics from PyPI. It provides real-time and historical download counts, trend detection, popularity rankings, and AI-enhanced insights for any Python package.
Cost / License
- Freemium
- Proprietary
Platforms
- Online


Ray is an open-source unified compute framework that makes it easy to scale AI and Python workloads — from reinforcement learning to deep learning to tuning, and model serving. Learn more about Ray’s rich set of libraries and integrations.
Cost / License
- Free
- Open Source (Apache-2.0)
Platforms
- Self-Hosted
United States

Cost / License
- Free
- Open Source
Platforms
- Windows

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.
Cost / License
- Free
- Open Source (AGPL-3.0)
Application type
Platforms
- Windows
- Mac
- Linux


+1
Lavendeux inlines calculating, programming and testing utilities into your favourite text editor. Test the result of a remote API call, check the result of a regular expression and much more, all without needing to break your workflow.
Cost / License
- Free
- Open Source
Platforms
- Windows
Multi Physical Nexus is a new software that allows the user to create visual diagram and print charts or export data in files. It is already well working, but it is still under developpement and does not include all the simulink features.
Cost / License
- Free
- Open Source
Platforms
- Mac
- Windows
- Linux
- Python


Real-time data quality screening API — PASS / WARN / BLOCK in <10ms. Schema drift, null spikes, type mismatches, outlier detection. Python SDK.
Cost / License
- Freemium
- Open Source (MIT)
Platforms
- Online
Australia


+2
Animica.dev is the developer, AI, and compute platform of the Animica ecosystem—a place to use decentralized AI, build applications, deploy Python code, run autonomous agents, generate media, and earn ANM for contributing useful compute.
Cost / License
- Freemium
- Open Source (Apache-2.0)
Platforms
- Online
Manouse -- Webcam mouse - Control your PC with only your webcam. Manouse uses computer vision technology to map hand gestures to mouse control.
Cost / License
- Free
- Open Source
Platforms
- Windows
Email API for platforms whose users, tenants, and AI agents send email, with per-sender isolation so one bad sender does not take down the whole account.
Cost / License
- Freemium
- Proprietary
Platforms
- Online
- Software as a Service (SaaS)
Canada


An invisible and open source AI bot to help you get through coding assessments for job interviews.
Cost / License
- Free
- Open Source (MIT)
Platforms
- Windows
- Linux

Paraphrase is an opensource Christian prayer requests tracker for Linux programmed in Python and using PySide6. It was initially published on March 11, 2025. It was designed in order to fill a mobile app gap in the Linux mobile world.
Cost / License
- Free
- Open Source (GPL-3.0)
Platforms
- Linux
- Linux Mobile
Welcome to Kyoo, the next-generation open-source media browser that redefines your streaming experience. Designed from the ground up, Kyoo stands out as a powerful alternative to Plex and Jellyfin. Unleash the full potential of your media library with cutting-edge features and a...
Cost / License
- Free
- Open Source (GPL-3.0)
Platforms
- Self-Hosted
- Docker

Shootmail is a template-first email platform with scheduling and advanced analytics, made for developers. Developers can select from a growing list of templates and send mails by using Shootmail’s SDK. It is easy to customise the templates using JSON configuration.
Cost / License
- Paid
- Proprietary
Application type
Platforms
- Software as a Service (SaaS)
- Online
India

Python monitor control using the VESA Monitor Control Command Set (MCCS) over the Display Data Channel Command Interface Standard (DDC-CI).
Cost / License
- Free
- Open Source (MIT)
Platforms
- Windows
- Linux
- Python
A powerful YouTube channel and playlist downloader with FFmpeg integration, supporting multiple formats and quality options. Features bilingual interface (English/Arabic) with pause/resume capabilities.
Cost / License
- Free
- Proprietary
Application typeApplication types
Platforms
- Windows


+3
Cost / License
- Free
- Open Source (MIT)
Platforms
- Python
- Linux
- Fedora

bbfreeze creates stand-alone executables from python scripts. It's similar in purpose to the well known py2exe for windows, py2app for OS X, PyInstaller and cx_Freeze (in fact ancient versions were based on cx_Freeze.
Cost / License
- Free
- Open Source
Alerts
- Discontinued
Platforms
- Mac
- Windows
- Linux
Open-source neural search framework for text, images, audio, or video. Leverages pre-trained neural network algorithms to index and query data without need for complex rules and fragile pipelines.
Cost / License
- Free
- Open Source (Apache-2.0)
Platforms
- Mac
- Windows
- Linux
- Self-Hosted
United States































































