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  • Repomix

    yamadashy
    A
    license
    Not graded
    quality
    A
    maintenance
    Repomix MCP Server enables AI models to efficiently analyze codebases by packaging local or remote repositories into optimized single files, with intelligent compression via Tree-sitter to significantly reduce token usage while preserving code structure and essential signatures.
    71,707
    28,013
    MIT

  • Repomix MCP Server

    Aeolun
    F
    license
    A
    quality
    D
    maintenance
    An MCP server that packs repositories into AI-friendly files using the Repomix tool, supporting local and remote repositories with size estimation and compression. It enables users to efficiently feed entire codebases into AI models while managing context window limits.
    2

  • MCP Architect

    ccc0168
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides comprehensive architectural expertise through specialized agents, resources, and tools for generating, evaluating, and modifying architectural designs.
    785
    ISC

  • ui-architect-mcp

    foduucom
    F
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to generate production-ready, professional UI design systems and components from simple descriptions, with real images, animated components, and automated quality checks.
    16
  • Connectry Architect Cert by Connectry-io

    Connectry Architect Certofficial

    Connectry-io
    A
    license
    A
    quality
    C
    maintenance
    Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, progress dashboard, spaced repetition, and deterministic grading. Everything runs locally — no cloud, no accounts, no telemetry.
    4
    18
    82
    31
    MIT

  • FastAPI Architect MCP

    AbdessamadTzn
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that gives Claude Code IDE-level intelligence for FastAPI projects — semantic code navigation, safe renaming, route inspection, dependency trees, and Pydantic model analysis. Instead of Claude reading files blindly, it calls structured tools backed by Jedi (Python language server) and Python's AST.
    9
    1
    MIT

  • design-architect-mcp

    stefanpricopi-maker
    F
    license
    Not graded
    quality
    C
    maintenance
    MCP server that exposes a design system and UX rulebook as tools, enabling AI to generate UI consistent with your design tokens, components, layout rules, accessibility guidelines, and templates. It also provides a review tool to score UI proposals against the design system.

  • System Information MCP Server

    ai-mcp-garage
    A
    license
    A
    quality
    Not graded
    maintenance
    Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.
    10

  • Backend Architect MCP Server

    jemhakdog
    F
    license
    B
    quality
    D
    maintenance
    A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.
    9

  • MCP Server Template

    stevennevins
    A
    license
    B
    quality
    D
    maintenance
    A template for creating Model Context Protocol (MCP) servers in TypeScript, offering features like container-based dependency injection, a service-based architecture, and integration with the LLM CLI for architectural design feedback through natural language.
    1
    16
    7
    ISC

  • automatised-pipeline

    cdeust
    A
    license
    Not graded
    quality
    A
    maintenance
    A Rust MCP server that indexes codebases into a property graph and provides tools for code intelligence, such as searching, context, impact analysis, and change detection.
    4
    MIT