This repository collects and categorizes open-source robotics libraries and simulators. It organizes resources across areas including dynamics simulation, inverse kinematics, motion planning, robot modeling, SLAM, and computer vision. A dedicated section covers reinforcement learning tools for robotics including Brax and RL-related libraries. The list serves as a reference catalog for developers working on robotic systems that integrate ML and optimization techniques.