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  • MCPDemo - Visual SQL Chat

    Ayi456
    A
    license
    -
    quality
    D
    maintenance
    An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.
    0
    ISC

  • brain-mcp-icon-visual

    n0isy
    F
    license
    -
    quality
    D
    maintenance
    Visual icon search, retrieval, and comparison for AI agents. Search 200k+ icons semantically, render side-by-side comparison grids, and retrieve raw SVG markup — all tools return images so vision-capable LLMs can see the icons.
    1

  • widget-studio

    ericlewis
    F
    license
    A
    quality
    B
    maintenance
    MCP server that lets agents create, display, and export rich UI widgets (cards, dashboards, charts, forms) inline in conversations, with interactive iframe support in MCP Apps hosts and PNG image fallback for other clients.
    3

  • MCP CAD Studio

    flujo-app
    A
    license
    A
    quality
    B
    maintenance
    A parametric CAD workspace as an MCP server, enabling agents to create, edit, and manipulate 3D models through tools, with a live studio UI and STL/OBJ import/export.
    12
    612
    1
    MIT

  • Z-Image Studio

    iconben
    A
    license
    A
    quality
    B
    maintenance
    A local text-to-image generation server that enables AI agents to generate images, manage models, and browse history using the Z-Image-Turbo model. It supports hardware acceleration across NVIDIA, Apple Silicon, and AMD GPUs via multiple MCP transport protocols.
    3
    124
    Apache 2.0

  • Code-MCP

    millsydotdev
    F
    license
    B
    quality
    -
    maintenance
    Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.
    35
    22

  • yoru-studio-mcp

    yoruuuchan
    A
    license
    -
    quality
    C
    maintenance
    MCP server for Yoru Studio that lets AI agents read projects, schedules, and inbox, and safely append inspiration, storyboard shots, and execution records to a creator's self-hosted workspace.
    AGPL 3.0

  • MCP Music Studio

    linxule
    A
    license
    -
    quality
    C
    maintenance
    Two-mode creative music studio for AI: scored composition (ABC notation with sheet music) and live performance (Strudel live coding with TidalCycles), with interactive UI rendering inline in Claude Desktop and other MCP clients.
    115
    67
    MIT

  • code-graph-mcp

    dorkian
    A
    license
    A
    quality
    C
    maintenance
    Indexes a mono-repo into a knowledge graph and provides MCP tools to query code structure—packages, components, routes, HTTP calls—without file reads or grep round-trips.
    7
    22
    MIT

  • Code Scanner Server

    Ixe1
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
    1
    2
    GPL 3.0