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"Information on Rag and Memory" matching MCP servers:

  • Colour Memory API

    DigbyO
    A
    license
    A
    quality
    B
    maintenance
    40-tool colour intelligence API for AI agents. Cultural risk, archive-verified colour naming, palette generation, WCAG accessibility, material physics, ecommerce copy, and image generation briefs. 16,682+ named colours across 43 cultural archives.
    Last updated
    66
    MIT

  • brand-gen

    velinussage
    A
    license
    -
    quality
    B
    maintenance
    A memory-backed brand generation runtime for agent-led creative iteration. Enables AI agents to plan, generate, review, and improve brand materials with persistent brand memory and structured workflows.
    Last updated
    MIT

  • kicad-mcp

    fsbondtec
    A
    license
    -
    quality
    B
    maintenance
    Enables natural language interaction with KiCad projects, schematics, and PCBs, supporting project management, design rule checking, netlist extraction, and datasheet RAG search.
    Last updated
    2
    MIT

  • figma-ui-mcp

    TranHoaiHung
    A
    license
    A
    quality
    A
    maintenance
    Bidirectional MCP bridge enabling AI assistants to draw UI on Figma canvas and read designs back as structured data or code tokens via localhost, requiring Figma Desktop.
    Last updated
    5
    523
    218
    MIT

  • motionspec

    MasterPlayspots
    A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to generate safe, accessible scroll-driven web animations by translating natural language requests into validated JSON specs, then compiling them into GSAP or WAAPI/CSS code with built-in reduced-motion and pause controls.
    Last updated
    8
    5
    473
    MIT

  • figma-ui-mcp

    kiettt8-product
    A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to read design structure, take screenshots, create nodes, and edit UI directly on Figma canvas via a bridge between MCP and Figma Desktop.
    Last updated
    10
    523
    MIT

  • coss-ui-mcp

    Zoot01
    A
    license
    A
    quality
    C
    maintenance
    MCP server for the coss ui design system, enabling AI agents to fetch components, props, and design tokens on demand for accurate, low-cost code generation.
    Last updated
    6
    1
    MIT

  • archicad-tapir-mcp

    psxcode
    F
    license
    A
    quality
    B
    maintenance
    Read-only MCP bridge for Archicad using the Tapir Add-On, enabling discovery, context binding, and safe read operations on Archicad projects.
    Last updated
    8

  • kanka-mcp

    torinvdb
    F
    license
    A
    quality
    C
    maintenance
    Enables MCP-compatible agents to authenticate to a Kanka account and interact with campaigns, entities (CRUD on all 18 entity types, posts, relations), and full-text search.
    Last updated
    15
    2

  • keynote-mcp

    tszaks
    F
    license
    A
    quality
    B
    maintenance
    Local macOS MCP server that reads, edits, and exports Apple Keynote presentations via JXA. Enables Claude to visually analyze slides, apply design changes, and iterate on presentations directly.
    Last updated
    19

  • MCP_CAD

    danielproxd2
    A
    license
    A
    quality
    C
    maintenance
    A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that enables Spanish-speaking junior CAD designers to interact with SolidWorks through chat for assembly mating, configurations, sketching, and other operations using a constrained, on-prem toolset.
    Last updated
    100
    Apache 2.0

  • maya-mcp

    abrahamADSK
    A
    license
    B
    quality
    A
    maintenance
    Enables control of Autodesk Maya using natural language via Claude and the Model Context Protocol, providing tools for modeling, animation, scene management, and RAG-powered documentation search.
    Last updated
    16
    1
    MIT