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  • A
    license
    A
    quality
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    maintenance
    Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtualization.framework, enabling fast command execution (~60ms) and package management without cloud costs.
    35
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables code execution in isolated Docker containers with persistent IPython, Node.js, or R kernels, supporting file import/export and cross-session transfers via MCP tools.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Creates short-lived, offline JavaScript sandbox containers for safe code execution via MCP, with no network access and strict resource limits.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isolated, disposable containers with no host filesystem access.
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to safely execute privileged commands by routing them to a human approver, who runs them outside the agent's context and returns the output to the model.
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI services like Claude and Cursor to remotely control a Mac by executing shell commands, managing files, and running AppleScript for UI automation. Access is secured through OAuth 2.0 authentication and encrypted tunnels to protect remote interactions.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    This is a secure Python code execution server that enables LLMs to run Python code safely in isolated Docker containers, supporting stdout capture and Matplotlib PNG generation.
    3
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that lets AI assistants inspect and control Asterisk and FreeSWITCH PBX systems, enabling natural language queries about live switch status, channels, registrations, and call control.
    10
    60
    15
    MIT
  • A
    license
    A
    quality
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    maintenance
    Runs AI-generated code in secure Firecracker microVMs with opt-in network policy enforcement, PII scanning, prompt injection defense, and audit logging. Exposes MCP tools for running commands, managing files, and the full sandbox lifecycle.
    7
    52
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Provides AI coding agents with structured, evidence-based diagnostics about the local development environment, detecting tech stack, runtime mismatches, dependency state, services, ports, and Git status without exposing secrets or using network calls.
    10
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to automate DDEV development environments, including project management, database operations, and executing commands for various CMS frameworks.
    14
    39
    13
    GPL 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables controlling robots in ROS environments through natural language, supporting topics, services, actions, and GUI tools.
    24
    36
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to manage Portainer container environments through natural language, including deploying stacks, managing containers, images, volumes, networks, and executing commands.
    41
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables remote server administration via SSH, supporting command execution, SFTP file transfers, and multi-profile management. It features security safeguards like destructive command detection and audit logging to ensure safe interaction with remote Linux/Unix environments.
    17
    16
    MIT