harbor-framework / harbor
Framework for evaluating and improving agents
harbor-framework / harbor
om-ai-lab / VLX-Seek
VLX-Seek is an efficient VLM that grounds fine-grained visual targets with high precision in wild environments.
scaleapi / agentenv-framework
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
e2b-dev / E2B
Open-source, secure environment with real-world tools for enterprise-grade agents.
Annamaria50 / Exodus-Fake-Balance
Exodus Fake Balance - wallet UI simulation tool for BTC, ETH, SOL, XRP, and 200+ assets. Customize displayed balances in a controlled demo environment with persistent visual settings and screenshot-ready previews. Designed for testing, demonstrations, and UI prototyping without altering actual blockchain balances or transactions.
Simreal-AI / future-prediction-bench
[Public alpha] Probability forecasting protocols, delayed-reward agent rollouts, and verifiable real-world task environments.
pypa / pipx
Install and Run Python Applications in Isolated Environments
huggingface / OpenEnv
An interface library for RL post training with environments.
isaac-sim / IsaacSim
NVIDIA Isaac Sim™ is an open-source application on NVIDIA Omniverse for developing, simulating, and testing AI-driven robots in realistic virtual environments.
mesa / mesa
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
xlang-ai / OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
ThePorgs / Exegol
Fully featured and community-driven hacking environment
pollen-robotics / microduck_rl
RL training environments for Microduck (mjlab)
learnsyslab / gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
pydantic / pydantic-settings
Settings management using pydantic
preferencemodel / karotte
A framework for building robust RL environments to train aligned AI.
chonghanqin / Awesome-Agentic-Robots
The offcial repo of "Towards Agentic Robots: Model, Data, Environment, and Harness"
nistordarius26h-ship-it / ga_ai_robot
Globally accessible autonomous robot featuring AI object tracking, 4G remote control, edge computing, WebRTC streaming, and environmental sensing.
prowler-cloud / prowler
This repo hosts Prowler OSS (CLI and Local Server). Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment for Humans and AI Agents.
Farama-Foundation / Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
conda / conda
A system-level, binary package and environment manager running on all major operating systems and platforms.
pypa / virtualenv
Virtual Python Environment builder
PrimeIntellect-ai / verifiers
Our library for RL environments + evals
google-deepmind / dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
Farama-Foundation / PettingZoo
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
DLR-RM / rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
endurain-project / endurain
Endurain is a self-hosted fitness tracking service designed to give users full control over their data and hosting environment
pyrevitlabs / pyRevit
Rapid Application Development (RAD) Environment for Autodesk Revit®
AI4Finance-Foundation / FinRL-Meta
FinRL®-Meta: Dynamic datasets and market environments for FinRL.
mlco2 / codecarbon
Track emissions from Compute and recommend ways to reduce their impact on the environment.
Farama-Foundation / Metaworld
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
e2b-dev / desktop
E2B Desktop Sandbox for LLMs. E2B Sandbox with desktop graphical environment that you can connect to any LLM for secure computer use.
tsinghua-fib-lab / AgentSociety
AgentSociety 2 is a modern, LLM-native agent simulation platform designed for social science research and experimental design. It provides a flexible framework for creating and managing intelligent agents in simulated environments.
inclusionAI / AWorld
Search, understand, reproduce, and improve an idea with ease
Purewhiter / mobilegym
[EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training
zopefoundation / RestrictedPython
A restricted execution environment for Python to run untrusted code.
huggingface / Repo2RLEnv
Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub
ignis-sh / ignis
A widget framework for building desktop shells, written and configurable in Python
isaac-sim / IsaacLab-Arena
Isaac Lab - Arena is a robotics simulation framework that enhances NVIDIA Isaac Lab by providing a composable, scalable system for creating diverse simulation environments and evaluating robot learning policies. The framework enables developers to rapidly prototype and test robotic tasks with various robot embodiments, objects, and environments.
adithya-s-k / FineEnvs
FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs
spade-rl / spade
SPADE: Self-Play in Adaptive Synthetic Executable Environments
jplenio / ComfyUI-MiniMax-Music-Production-Toolkit
Complete Production Environment for professional MiniMax Music 3 audio generation, including Prompt Generation, Metadata generation including Cover Art, Sound Enhancement to improve Minimax weaknesses, mastering, and saving in various file formats
VAIL-UCLA / NavSafe-infty
NavSafe-∞: Benchmarking Closed-Loop Driving Safety in Photorealistic Environments
spyder-ide / spyder
Official repository for Spyder - The Scientific Python Development Environment
theskumar / python-dotenv
Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
transformerlab / transformerlab-app
The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.
opengeos / leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
Farama-Foundation / HighwayEnv
A collection of environments for autonomous driving and tactical decision-making tasks
frappe / frappe_docker
Docker environment for developing, deploying, and running Frappe applications (ERPNext and custom apps) in production and development
splunk / attack_range
A tool that allows you to create vulnerable instrumented local or cloud environments to simulate attacks against and collect the data into Splunk
Farama-Foundation / Minigrid
Simple and easily configurable grid world environments for reinforcement learning
testcontainers / testcontainers-python
Testcontainers is a Python library that providing a friendly API to run Docker container. It is designed to create runtime environment to use during your automatic tests.
pythonarcade / arcade
Easy to use Python library for creating 2D arcade games.
Farama-Foundation / Gymnasium-Robotics
A collection of robotics simulation environments for reinforcement learning
rueckstiess / mtools
A collection of scripts to set up MongoDB test environments and parse and visualize MongoDB log files.
ekalinin / nodeenv
Virtual environment for Node.js & integrator with virtualenv
dustinkirkland / byobu
text window manager, shell multiplexer, integrated DevOps environment
mlrun / mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
Simpleyyt / ai-manus
AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment.
ServiceNow / BrowserGym
🌎💪 BrowserGym, a Gym environment for web task automation