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  • Talk to Figma MCP

    hyun1202
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that enables AI assistants to interact with Figma designs for tasks like reading document info, creating elements, and managing auto layouts. It facilitates real-time design automation via a custom Figma plugin and WebSocket server integration.
    882
    MIT

  • repo-cartographer

    builditwithgk
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that maps any repository into architecture diagrams, providing tools for scanning code facts, building import graphs, and generating Mermaid/DOT diagrams, plus architecture rule enforcement for CI.
    5
    303
    MIT

  • Archy

    hslee16
    A
    license
    A
    quality
    A
    maintenance
    Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.
    13
    7
    MIT

  • code-ast-mcp

    m-sameerkhan
    A
    license
    A
    quality
    C
    maintenance
    This MCP server enables AI models to analyze local Python codebases using abstract syntax trees, providing tools for file structure analysis, symbol search, import graphing, docstring auditing, and refactoring prompts without loading entire source files into context.
    4
    5
    MIT
  • coderadius by coderadius-ai

    coderadiusofficial

    coderadius-ai
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to query architecture context, data contracts, and blast radius to prevent cross-repo architectural breakage before merging.
    30
    Apache 2.0

  • Apple Calendar MCP

    OwenSuyko
    A
    license
    Not graded
    quality
    C
    maintenance
    A local-first MCP server for macOS that enables AI assistants to read and manage Apple Calendar events via EventKit, with configurable permissions, audit logging, and a native setup app.
    MIT

  • CST MCP

    bbl21
    A
    license
    Not graded
    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.
    24
    MIT

  • wredis-mcp

    wisrovi
    A
    license
    Not graded
    quality
    B
    maintenance
    MCP server enabling AI agents to design and deploy WRedis/Redis-backed services using expert patterns, architecture scaffolding, and a unified CLI.
    MIT

  • dev-skills

    parikrut
    A
    license
    Not graded
    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
    Not graded
    quality
    A
    maintenance
    Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.
    MIT

  • Fabric-Analytics-MCP

    santhoshravindran7
    A
    license
    Not graded
    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
    17
    109
    MIT

  • wpostgresql-mcp

    wisrovi
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to architect and scaffold high-performance PostgreSQL-backed systems using the wpostgresql library, with tools for pattern search, connection validation, and project generation.
    MIT

  • archdiagram

    bharathgnana
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for generating architecture diagrams with official vendor icons from natural language descriptions. Provides tools to validate specs, render diagrams, search icon catalog, and list available services.
    3
    MIT