Open source. Open possibilities.

Manim Community is a Python animation engine for creating precise, programmatic explanatory math videos, with a CLI, Jupyter magic, Docker image, and extensive documentation.

A cross-platform Python library and CLI tool that extracts hardware IDs (hwid) from Windows, Linux, and macOS using native OS detection, with no external runtime dependencies.

PyScript is an open source platform that runs Python in the browser using Pyodide (CPython) and MicroPython compiled to WebAssembly. Add a stylesheet and script tag, then write Python in HTML script tags to build rich browser apps on any device.

Sentry is a developer-first debugging platform for error tracking and performance monitoring, with official SDKs for many languages and frameworks.

17-lesson tutorial teaching harness engineering for AI agents: build the tools, knowledge, permissions, and context management around an LLM agent loop, using Claude Code as the reference design. Runnable Python examples progress from the agent loop to a goal loop.

PaddlePaddle is an industrial-grade deep learning platform providing a comprehensive framework for machine learning, including model libraries and development kits.

BitCurrents Log Analyzer is a lightweight single-page web application that turns raw Nginx access and error logs into actionable insights. Using the IP2Location API, it provides geolocation, intelligent bot detection, and bot impersonator flagging across three dashboard modes: General traffic overview, Security threat analysis, and Error diagnosis.

FairMind is an open‑source AI governance platform providing bias detection, fairness testing, and compliance tracking for ML, LLM, and multimodal AI models. It offers evidence‑grade evaluation, model registry, and remediation tools.

Drowse is a local workbench for mechanistic interpretability of large language models, offering a dashboard, Python API, and OpenAI/Ollama-compatible server for activation steering, concept probes, manifolds, SAEs, and Jacobian lenses.

Python SDK for Aptabase, a privacy-first analytics platform for mobile, desktop, and web applications. Fully async with auto-batching, minimal dependencies, and requires Python 3.11+.

Microsoft Agent Framework (MAF) is an open-source framework for building production-grade AI agents and multi-agent workflows in Python, .NET, and Go. It supports orchestration patterns, multiple LLM providers, observability, and deployment to Microsoft Foundry.

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly.

Flask is a lightweight WSGI web application framework for Python, designed for quick starts and scalable complexity. Built on Werkzeug and Jinja, it lets developers choose their own tools and libraries, with a wide ecosystem of community extensions.

MCP server exposing Swiss federal geodata (maps, elevation, geocoding, STAC, WMTS, OEREB) via 20 no‑auth tools for AI assistants.

web-core is a Python package providing shared web infrastructure: SearXNG search with retry, deduplication and domain filtering; a multi-strategy scraping agent with automatic escalation; an SSRF-safe HTTP client with DNS pinning; stealth and remote browser rendering; and typed Google Drive and MangaDex adapters.

SQLAlchemy is a comprehensive SQL toolkit and Object Relational Mapper (ORM) for Python, providing both a high-level ORM and a low-level Core abstraction layer.

Rich is a Python library for beautiful terminal formatting: colors, styles, tables, progress bars, markdown, syntax highlighting, tracebacks, logging, and more, with a flexible Console API and rich print.

Open-source collection of 100+ AI agents, agent skills, and RAG apps. Apache-2.0, hand-built and tested end-to-end, works with Claude, GPT, Gemini, DeepSeek, Llama, Qwen.

A full-stack project template combining FastAPI, SQLModel, PostgreSQL, React, Vite, Tailwind CSS and shadcn/ui, with JWT auth, Docker Compose deployment, Traefik HTTPS, email recovery and CI/CD.

YAPF is a configurable Python code formatter based on the clang-format algorithm that automatically reformats code to conform to a specified style guide.