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"Allowing an AI agent to ask user questions during a task" matching MCP servers:

  • Docs-to-AI

    dorianmeric
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.
    1
    MIT

  • how-to-test-an-mcp-server

    Autonoma-Tools
    A
    license
    Not graded
    quality
    C
    maintenance
    A minimal MCP server with get_weather and create_ticket tools, used for testing MCP servers across protocol, unit, eval, transport, and auth layers.
    MIT

  • user-db

    NG-Bullseye
    A
    license
    A
    quality
    B
    maintenance
    Central user-state database MCP server with durable profile facts and live virtual sensors (stress, room intensity) with configurable smoothing, readable by any agent or smart-home service.
    5
    MIT

  • User Feedback

    mrexodia
    A
    license
    B
    quality
    C
    maintenance
    Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. This is especially useful for developing desktop applications that require complex user interactions to test.
    1
    53
    MIT
  • gui-user by Yaskawa-Global

    gui-userofficial

    Yaskawa-Global
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for external computer-use that launches, observes, and interacts with any X11 application via AT-SPI2 accessibility tree and xdotool input injection.
    MIT

  • ai-jobs-agent

    wale-eth
    A
    license
    Not graded
    quality
    B
    maintenance
    ai-jobs-agent MCP server: Exposes an autonomous job-detection agent's data to MCP clients, offering tools to search jobs, retrieve job details, view detection-latency statistics, and trigger on-demand sweeps
    1
    MIT

  • ask-panda

    BNLNPPS
    A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for querying PanDA documentation, analyzing job errors, and retrieving JSON data using multiple AI models.
    1
    Apache 2.0

  • ai-intervention-agent

    fastmcp-me
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables real-time user intervention for MCP agents via a Web UI and interactive_feedback tool, allowing users to review context and send instructions when agents drift from intent.
    MIT

  • Skill-to-MCP

    biocontext-ai
    A
    license
    A
    quality
    C
    maintenance
    Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.
    3
    27
    Apache 2.0