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AEnvironment MCP Server

inclusionAI/AEnvironment

Score: 49.8 Rank #18878 MCP Server
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Standardized environment infrastructure for Agentic AI development.

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Overview

inclusionAI/AEnvironment is a Python tool licensed under Apache-2.0. Standardized environment infrastructure for Agentic AI development. Topics: agent, benchmark, environment, reinforement-learning, rl, mcp, sandbox, asystem, ant-asystem.

Ranked #18878 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 68 pypi/wk
agentbenchmarkenvironmentreinforement-learningrlmcpsandboxasystemant-asystem

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 319

319 stars → growing community

Freshness 25% 4mo ago

Last commit 4mo ago → stale

Issue Health 25% 36%

8/22 issues closed → many open issues

Contributors 10% 7

7 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 68/wk

68 weekly installs → early adoption

Forks 38
Description Good
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 124 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 14 open vs 8 closed issues — triaging stale issues improves health

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AgentRank score for inclusionAI/AEnvironment
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Matched Queries

topic:mcp

From the README

<p align="center">
  <h1 align="center">AEnvironment</h1>
    <p align="center">
    | <a href="https://inclusionai.github.io/AEnvironment/"><b>Documentation</b></a> |
    <a href="./docs/images/wechat_qrcode.png" target="_blank"> <b>WeChat (微信) Group</b></a> |
    </p>
  <p align="center"><b>Everything as Environment</b> — A Production-Grade Environment Platform for Agentic RL and Agent</p>
</p>

<p align="center">
  
</p>

<p align="center">
  <a href="https://github.com/inclusionAI/AEnvironment/blob/main/LICENSE"></a>
  <a href="https://pypi.org/project/aenvironment/"></a>
  <a href="https://python.org"></a>
</p>

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## 📰 News

- **Deploy Skill** (Feb 2026) - 🎉 New **Claude Code Skill** for automated deployment! Deploy instances and services directly from Claude Code with support for three workflows: local build, existing image, and registered environments. [Get Started](#deploy-skill)
- **v0.1.4** (Jan 2026) - AEnv CLI now supports **instance** and **service** management! Deplo
Read full README on GitHub →

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