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  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables hands-free voice conversations with Claude using real-time speech recognition and text-to-speech on macOS. Creates a self-sustaining conversation loop where Claude can autonomously listen, respond, and continue the interaction without keyboard input.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives coding agents hands and eyes on an Android device, providing 19 tools for building, testing, installing, UI inspection, input, logs, and toolchain diagnosis. It returns concise, structured results to make the build-debug loop efficient.
    19
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables secure file system operations (read, write, delete) and simulated command execution with server-enforced permission policies, risk assessment, and human-in-the-loop approval.
    5
    -
  • F
    license
    A
    quality
    A
    maintenance
    Deterministic repository context packing for AI coding agents: selects, compresses, and budgets only the files a task needs. Measured 83% fewer input tokens at the same task coverage, fully local, no LLM in the loop.
    9
    52 PyPI
    9
    -
  • A
    license
    B
    quality
    C
    maintenance
    Agent-native SSH control plane with a local Web Terminal, human-in-the-loop secret input, keychain-backed profiles, and user-confirmed uploads for Codex, Claude Code, and MCP-compatible coding agents.
    18
    1
    Apache 2.0
  • A
    license
    D
    quality
    D
    maintenance
    Enables secure Bitwarden organization vault control with AI agents, featuring human-in-the-loop approval, ACID-compliant transactions, and redacted access to keep secrets hidden from LLMs.
    10
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables LLMs to compile LaTeX documents and inspect the resulting PDF, supporting an autonomous write-compile-check-revise loop via a self-hosted Overleaf CLSI instance.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Bridges the ChatGPT web UI to a local development environment over MCP, letting the model read and patch files, run real shell commands and terminals, execute tests, and control the desktop (screen, mouse, keyboard, clipboard) within user-approved folders. It adds parallel workers, goal/loop long-task control, plugin tools, and a security-hardening layer with risk-tiered shell policy, audit logging, and credential sanitization.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that exposes a verified manifest of a repository's development commands, allowing AI coding agents to instantly learn the correct dev loop without trial-and-error.
    6 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A human-in-the-loop SSH bridge for AI agents that requires approval for every command before execution on configured servers.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI-assisted development tools like Cursor, Cline, and Windsurf to request user confirmation before acting, running shell commands and displaying their output inside a Qt feedback window that returns user notes and logs to the model. This human-in-the-loop loop lets the assistant consolidate many speculative tool calls into a single feedback-aware request, saving API usage and improving accuracy.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to drive Unity CLI Loop v3 via auto-generated MCP tools, including hot-reload, pause-point, and watch features.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM agents to remotely access a NAS physical serial console as an emergency recovery channel via Cloudflare Zero Trust, allowing commands, special keys, and reset operations even when the device is otherwise unreachable.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Web-based SSH connection manager with an MCP server that enables AI agents to manage remote hosts via terminals, file transfers, and port forwarding, featuring human-in-the-loop approval for secure access.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables remote execution of Codex CLI commands and provides an MCP tool for AI agents to escalate questions to humans via Telegram, allowing for human-in-the-loop workflows when away from the machine.
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