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  • A
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    MCP server that establishes feedback-oriented development workflows with dual Web UI and desktop application interfaces, enabling AI to confirm with users via prompts and real-time feedback to reduce speculative operations and improve efficiency.
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An interactive feedback MCP server with a web UI, enabling AI-driven development workflows where AI can prompt users for feedback before taking actions, supporting platforms like Cursor, Cline, and Windsurf.
    2
    MIT
  • F
    license
    B
    quality
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    MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to provide direct feedback to AI agents without consuming additional premium requests.
    1
    1
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  • A
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    maintenance
    Provides a Qt-based graphical interface for AI tools like Cursor to facilitate real-time human feedback and streamlined command execution. It features customizable shortcut responses, image processing, and a structured RIPER-5 workflow protocol to improve development accuracy and efficiency.
    1
    MIT
  • A
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    Enables AI coding assistants like Cursor and Claude to engage in real-time two-way dialogue, allowing them to pause for clarification and request user confirmation before executing tasks. It features a modern UI for managing interaction prompts, predefined options, and project analysis to reduce errors and API costs.
    16
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    Automatically analyzes and dispatches user tasks to appropriate handlers, supporting development task processing via Miyabi Agent and medical AI academic article generation. Provides intelligent task classification and routing for development, writing, and general tasks.
    4
    Apache 2.0
  • A
    license
    A
    quality
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    Enables AI assistants to request user feedback and confirmation to prevent speculative tool calls and reduce resource usage. It streamlines task completion by consolidating multiple potential steps into a single, feedback-aware process.
    1
    5
    MIT
  • A
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    Enhanced MCP server for full computer control: mouse, keyboard, screenshots, OCR, deep UI automation, semantic element actions, process management, filesystem watching, and accessibility-aware app launching.
    30 PyPI
    MIT
  • A
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    Not graded
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    B
    maintenance
    Enables real-time robotic manipulation safety through shear-to-normal ratio tracking, micro-vibration onset detection, and dynamic grasp force adaptation over MCP.
    7
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables the creation and execution of task-specific AI sub-agents defined in markdown across any MCP-compatible tool like Cursor or Claude Desktop. It integrates with execution engines such as Claude Code, Cursor CLI, and Gemini CLI to provide portable and reusable specialized agent workflows.
    1
    377 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-step operations like safe rename, blast-radius analysis, and end-to-end refactoring. Single Go binary, no runtime dependencies.
    50
    169
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides human-like memory dynamics for AI assistants where memories naturally fade over time unless reinforced through use, mimicking the Ebbinghaus forgetting curve. Enables automatic saving, searching, and management of contextual information with temporal decay algorithms.
    11
    38
    AGPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Runtime decision firewall for AI agents that exposes the CSC engine as an MCP server, allowing agents to consult before executing risky actions.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Gates agent tool execution with human approval, audit trails, and replay-resistant permits, enabling safe use of tools in agent loops.
    16 PyPI
    MIT
  • A
    license
    Not graded
    quality
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    maintenance
    Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.
    -
  • A
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    Not graded
    quality
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    maintenance
    Exposes a zero-dependency MCP server that ingests depth-sensor, joint-encoder, and tactile-array telemetry to deliver real-time spatial intelligence, trajectory generation, and safety-guarded control vectors for autonomous robots. It tracks shear-to-normal force ratios, detects micro-vibration slip onset, and adapts grasp force dynamically so agents can prevent object slip during manipulation.
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables agents to get fast, calibrated probabilistic answers from Jev (Typesafe AI) to yes/no, scale, or choice questions about provided material, without using a generative model.
    1
    10 npm
    1
    MIT