StarCraft AI Frameworks

APIs, frameworks, and bots for building AI agents that play StarCraft (I and II). Includes game clients, multi-agent research environments, and competition-focused bot development. Does NOT include general game AI, strategy prediction tools, or non-StarCraft RTS games.

There are 12 starcraft ai frameworks tracked. 1 score above 50 (established tier). The highest-rated is oxwhirl/smac at 50/100 with 1,330 stars.

Get all 12 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=starcraft-ai-frameworks&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	oxwhirl/smac SMAC: The StarCraft Multi-Agent Challenge	50	Established	1,330	Python
2	TorchCraft/TorchCraft Connecting Torch to StarCraft	49	Emerging	1,395	C++
3	google-deepmind/pysc2 StarCraft II Learning Environment	48	Emerging	8,262	Python
4	liuruoze/mini-AlphaStar (JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note:...	46	Emerging	360	Python
5	opendilab/DI-star An artificial intelligence platform for the StarCraft II with large-scale...	45	Emerging	1,344	Python
6	alibaba/gym-starcraft StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)	43	Emerging	530	Python
7	chscheller/sc2_imitation_learning StarCraft 2 Imitation Learning	32	Emerging	29	Python
8	7enTropy7/Rummy_RL A Federated Learning based architecture for training a PPO agent that learns...	31	Emerging	4	Python
9	schmidtgit/SC2Abathur Modularized AI framework for StarCraft II, written in .NET Core	31	Emerging	20	C#
10	5had3z/sc2-serializer StarCraft II Replay Serialization and Dataloading Framework	30	Emerging	1	C++
11	liuruoze/BetaStar (SSCAIT'2019) BetaStar is a StarCraft AI, written by a team at Nanjing...	20	Experimental	5	C++
12	tomasvarga/BWBrothers BWBrothers stands for Brood War: Brothers and it is a tool to predict game...	18	Experimental	2	Java