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    Enables coding agents to read, render, and normalize design documents from Figma and Adobe XD, providing visual context plus structured design data and generating starter code for web, React, Vue, Flutter, SwiftUI, and Jetpack Compose.
    13
    1
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  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides Android development assistance following NowInAndroid best practices, including architecture patterns, code generation for feature modules/ViewModels/repositories, and searchable documentation for Jetpack Compose and modularization.
    MIT
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    quality
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    Local-first visual design workspace for AI assistants. Compose wireframes and branded multi-page HTML/CSS documents with live preview, annotations, brand and asset libraries, typed data collections, layout validation, PDF export, and draft-only Gmail handoff.
    14
    28 npm
    19
    MIT
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    Enables programmatic control of Divoom Pixoo LED matrices to display layered pixel art, animations, and hardware-rendered scrolling text. Users can compose complex visual scenes, push images, and manage device settings like brightness and channels through an LLM.
    8
    1,264 npm
    9
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    An AI composition partner that remote-controls Steinberg Dorico through the Model Context Protocol, enabling composers to create, edit, play back, and refine musical scores using natural language.
    6
    30
    2
    AGPL 3.0
  • A
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    Enables AI agents to deploy applications and manage servers over SSH using natural language commands, with built-in tools for Python bots, Docker Compose, and SSL setup.
    6
    MIT
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    quality
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    maintenance
    An MCP server that speaks GraphQL, enabling AI agents to read the schema and compose precise queries with nested relations and field selection.
    4
    MIT
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    quality
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    maintenance
    Provides atomic music-theory and MIDI tools for composing, enabling LLMs to chain deterministic steps like scale/chord lookups, degree resolution, rhythm generation, and MIDI rendering.
    13
    1
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server for generating and editing architecture diagrams from natural language or code, supporting formats like Terraform, docker-compose, Kubernetes, SQL, Mermaid, and PlantUML.
    2
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  • F
    license
    A
    quality
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    Enables users to generate AI-powered music videos by analyzing visual content to compose matching soundtracks using Google's Lyria model. The server automatically merges audio and media into playable video artifacts that can be rendered inline within MCP-compatible chatbots.
    1
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  • A
    license
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    quality
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    maintenance
    Agent-agnostic persistent memory backend. 13 MCP tools, Supabase + Jina embeddings, multi-profile isolation, semantic recall across sessions.
    16
    7
    Apache 2.0