Agentenv Framework MCP Server

by scaleapi• 399•• Scanned•Claim this listing•Request removal
Developer Toolsa2aagent evaluationagentic aiai agentsllm agents

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.

Agentenv Framework is an open-source mcp server by scaleapi, written mainly in Python, with 399 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026. The latest PyPI release is agentenv-framework 0.9.1535, published Nov 15, 2026, with 35,698 downloads last week.

Scan summary: scanned Nov 5, 2026 at commit e04012e. Seen able to run shell commands, run dynamic code, read environment and secrets, connect to the internet. Scan policy

How to install Agentenv Framework

Built from the start command in the project's README: uvx --from agentenv-framework agent-env run hello. Check the README for required keys or settings.

Claude Code · Terminal
claude mcp add agentenv-framework -- uvx --from agentenv-framework agent-env run hello
Claude Desktop · claude_desktop_config.json
{
  "mcpServers": {
    "agentenv-framework": {
      "command": "uvx",
      "args": [
        "--from",
        "agentenv-framework",
        "agent-env",
        "run",
        "hello"
      ]
    }
  }
}
Cursor · .cursor/mcp.json
{
  "mcpServers": {
    "agentenv-framework": {
      "command": "uvx",
      "args": [
        "--from",
        "agentenv-framework",
        "agent-env",
        "run",
        "hello"
      ]
    }
  }
}
VS Code · Terminal
code --add-mcp '{"name":"agentenv-framework","command":"uvx","args":["--from","agentenv-framework","agent-env","run","hello"]}'

What Agentenv Framework can touch

  • Run shell commandsFound in the code by our scan
  • Run dynamic codeFound in the code by our scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsFound in the code by our scan
  • Control a web browserNot seen in this scan
  • Connect to databasesNot seen in this scan
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetFound in the code by our scan

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit e04012e, Nov 5, 2026. See the scan policy.

Before you install Agentenv Framework

AgenticMart scanned Agentenv Framework on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What it can access

  • An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.

Before you install

  1. Pin the version you reviewed instead of always installing the latest release.
  2. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by scaleapi on GitHub, 399 stars and 53 forks. Popularity is not proof of safety.
  • Last code change: Nov 1, 2026.
  • Open-source license: Apache-2.0.

Agentenv Framework is an open-source mcp server by scaleapi, written mainly in Python. 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.

At a glance

Stars
399
Forks
53
Language
Python
License
Apache-2.0
Created
Sep 2026
Last update
Nov 1, 2026
Type
MCP Server
Price
Free

Topics

a2aagent-evaluationagentic-aiai-agentsllm-agentsllm-evaluationmcpmodel-context-protocolpythonreinforcement-learningreinforcement-learning-environmentssandbox

Questions about Agentenv Framework

What is 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.

Who maintains Agentenv Framework?

Agentenv Framework is maintained by scaleapi on GitHub (scaleapi/agentenv-framework). AgenticMart lists it from public repository data.

Is Agentenv Framework safe to use?

AgenticMart scanned Agentenv Framework on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What license does Agentenv Framework use?

It is published under the Apache-2.0 license.

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