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"Agentic RAG: Understanding or Exploring Its Meaning and Applications" matching MCP servers:

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    Enables 2D irregular polygon nesting (bin-packing) with tools to design, preview, get reports, and export DXF files for laser cutting or CNC routing.
    MIT
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    Provides unified search across multiple icon libraries with fuzzy search, caching, and comprehensive filtering for easy icon discovery and retrieval via the Model Context Protocol.
    769
    6
    MIT
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    AI-native design bridge that enables AI agents to read and write Penpot designs while maintaining brand context through its MCP server.
    24
    MIT
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    An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, providing tools to create, generate, iterate, and export design systems without a browser.
    32
    MIT
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    Launches/connects to the visible draw.io desktop editor and edits its active graph model in real time, allowing AI agents to draw scientific figures step by step.
    1,309
    MIT
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    Model Context Protocol integration for the Figma API, enabling AI applications to access Figma files, components, and design tokens.
    MIT
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    Safety-first Model Context Protocol platform for AEC applications, enabling AI assistants to inspect, plan, validate, and modify engineering documents after policy and approval checks.
    2
    Apache 2.0
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    Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.
    MIT
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    Adapter that runs an MCP server inside Substance 3D Designer, enabling tools to inspect and interact with the active designer session and its packages through natural language.
    MIT
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    Enables natural language interaction with KiCad projects, schematics, and PCBs, supporting project management, design rule checking, netlist extraction, and datasheet RAG search.
    2
    MIT
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    Enables AI agents to control GIMP 2.10 through its Script-Fu server, providing access to the entire GIMP procedure database with a vision feedback loop for iterative editing.
    6
    AGPL 3.0
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    quality
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    Controls CAD applications (AutoCAD, ZWCAD, etc.) via AI assistants through the Model Context Protocol, enabling drawing, layer management, and automation through natural language or direct tool calls.
    85
    Apache 2.0
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    Enables AI assistants like Claude to control the Scribus desktop publishing app for document creation, editing, and export via its Python Scripter API, supporting both headless and interactive modes with ~125 tools.
    1
    MIT
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    Production-ready MCP server implementations for creative applications, enabling control of Blender and other tools through the Model Context Protocol.
    2
    MIT
  • F
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    Enables users to generate color palettes (complementary, analogous, triadic, etc.) and check WCAG contrast ratios within AI chat applications using interactive UI.
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    MCP server that lets Claude (and other MCP clients) create, list, read, update, and delete drawings in ExcaliDash via its REST API. It allows users to create diagrams directly from natural language commands like 'draw a flowchart'.
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    An MCP server that provides AI tools with deep understanding of WireUI v2.x components and comprehensive icon support for Heroicons and Phosphor Icons.
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    MCP server for creating and editing diagrams using draw.io. Allows generating diagrams from Mermaid or XML, searching shapes, and opening them in draw.io for export.
    2
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    Apache 2.0