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  • archiet-xray

    Anioko
    A
    license
    A
    quality
    A
    maintenance
    Extracts deterministic architecture maps from codebases for AI agents, enabling queries about blast radius, routes, security findings, and production readiness without sending code anywhere.
    6
    MIT
  • IcePanel MCP Server by IcePanel

    IcePanel MCP Serverofficial

    IcePanel
    A
    license
    -
    quality
    D
    maintenance
    Enables interaction with IcePanel for architectural diagram management via MCP clients, such as Claude Desktop, Cursor, and Windsurf. Deprecated in favor of a remote MCP server.
    46
    15
    MIT

  • codesynapse-mcp

    sohilladhani
    A
    license
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    quality
    A
    maintenance
    An MCP server for code intelligence that maps source code into a knowledge graph, enabling AI tools to understand architecture and structure rather than just individual files.
    7
    MIT

  • excalidraw

    cmd8
    A
    license
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    quality
    C
    maintenance
    Provides tools for creating, deleting, and querying nodes and edges in Excalidraw diagrams, enabling diagram editing via LLM interfaces.
    96
    4
    MIT

  • CST MCP

    bbl21
    A
    license
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    quality
    B
    maintenance
    An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.
    22
    MIT

  • Penpot MCP Server

    ancrz
    A
    license
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    quality
    C
    maintenance
    Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.
    8
    Apache 2.0

  • fallsignature-mcp

    sjgant80-hub
    A
    license
    -
    quality
    C
    maintenance
    MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.
    MIT

  • MCP Architect

    ccc0168
    A
    license
    -
    quality
    D
    maintenance
    Provides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.
    1,498
    ISC

  • dev-skills

    parikrut
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that equips AI assistants with specialized, opinionated development playbooks for building microservices, frontends, databases, and DevOps pipelines. It integrates with clients like VS Code Copilot, Claude Desktop, and Cursor to provide battle-tested expertise.
    49
    MIT

  • architecture-pattern-mcp

    olk
    A
    license
    -
    quality
    C
    maintenance
    Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.
    MIT

  • arch-viewer

    axumquant
    A
    license
    -
    quality
    C
    maintenance
    Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.
    MIT

  • Fabric-Analytics-MCP

    santhoshravindran7
    A
    license
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    quality
    D
    maintenance
    The Fabric-Analytics-MCP server enables AI agents to interact directly with Microsoft Fabric using natural language. It transforms complex data engineering tasks—such as workspace management, data exploration, and job execution—into intuitive, conversational workflows for LLMs like Claude or GitHub
    10
    109
    MIT