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    An official MCP server that allows AI clients to interact with Sketch designs, enabling exploration, iteration, asset export, and more.
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    A Sketch file processing MCP server that enables AI tools to analyze Sketch design files and generate code, with smart token optimization and 16 professional tools for design element discovery and analysis.
    17
    17 npm
    19
    MIT
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    Provides a collaborative SVG canvas that allows Claude to create, read, and manipulate graphics in real-time through a browser-based Fabric.js editor. It enables seamless bidirectional interaction between the AI and user for visual tasks like UI prototyping, diagramming, and template management.
    17 npm
    MIT
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    Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and enables agents to extract specific fields locally via query_response, reducing context size and cost.
    3 npm
    3
    MIT
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    Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.
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    MCP server for analyzing transformer language model internals, exposing tools to trace attention heads and neurons responsible for predictions, get activation statistics, ablate components, and sketch circuits.
    4
    25 PyPI
    1
    MIT
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    Bridges Claude with a live FreeCAD instance to provide deep access to runtime state, document structure, and shape topology. It enables AI-assisted CAD work, sketch diagnostics, and development debugging through direct interaction with FreeCAD's internal data and viewport.
    9
    31
    GNU Lesser General Public v2.1 or later
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    Connects MCP-aware AI clients to a live SketchUp session so models can be built and edited through natural-language prompts. Exposes typed tools for geometry creation, materials, booleans, edge chamfers/fillets, joinery, scene export, model introspection, viewport screenshots, and an optional arbitrary-Ruby escape hatch.
    24
    MIT
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    quality
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    Connects MCP-aware AI clients to a live SketchUp session so users can create and modify 3D models, apply materials, perform booleans and joinery, and export scenes through natural-language prompts.
    22
    MIT
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    An MCP server that provides computed planetary positions using the Swiss Ephemeris engine, validated against JPL Horizons to under one arcsecond. It enables AI assistants to answer astrology and astronomy questions with real, never-guessed data.
    19
    31 npm
    PolyForm Noncommercial 1.0.0