AgentEnv Framework
AgentEnv Framework is a Python SDK and command-line tool that builds, runs, and scores test environments for AI agents for developers building agent evaluations.
What it is good for
- Building containerized test environments for AI agents
- Grading what an AI agent did inside a task
- Running agents against versioned environments on Docker
- Creating reinforcement learning environments for agent training
At a glance
- Who it is for
- Setup
- Requires programming
Level 5 of 5. You need to write code to use it.
- Cost
- Free and open source
- Type
- Framework or SDK
- Tasks
- Works with
- Docker, PyPI, OpenEnv, AWS, Google Cloud
Momentum
- Rank this week
- Not ranked (last #89, week 41, 2026)
- Best rank
- #89 week 41, 2026
- GitHub stars
- 402
GitHub numbers as of Nov 2, 2026. Updated weekly.
Ranking history
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
Questions
- Is AgentEnv Framework free?
- Yes. It is free and open source (Apache-2.0 license).
- Do I need to know how to code to use AgentEnv Framework?
- Yes. You need to write code to use it.
- What does AgentEnv Framework work with?
- According to its own documentation, it works with Docker, PyPI, OpenEnv, AWS, and Google Cloud.
- What is AgentEnv Framework good for?
- Building containerized test environments for AI agents, grading what an AI agent did inside a task, running agents against versioned environments on Docker, and creating reinforcement learning environments for agent training.
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