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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI models to interact with Astro projects by providing runtime information, documentation search, route listing, and integration details.
    61
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.
    31
    13
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    An MCP server that automates the migration of WordPress sites into production-ready Astro projects by extracting content, SEO, and ACF data via REST API. It converts HTML to clean Markdown and scaffolds complete project structures through conversational commands in Claude Code.
    3
    12
    MIT
  • F
    license
    Not graded
    quality
    F
    maintenance
    Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.
    66
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables offline composition and validation of Basecoat UI interfaces in Astro and static HTML projects via curated templates, design resources, and static checks.
    11
    903 npm
    46
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark, Volcengine) to provide code review, plan review, and multi-turn dialogue for AI coding tools like Claude Code.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to call a website's own authenticated GraphQL and REST APIs directly as typed MCP tools, derived from captured browser sessions instead of scraping HTML.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to inspect and verify mobile UI hierarchies, nodes, styles, screenshots, and runtime attributes of iOS apps in simulators or on USB devices.
    331 npm
    2
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Visual feedback for AI coding agents on Astro sites, providing live annotations with source file:line, CSS selector, Tailwind classes, and computed styles.
    66 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides precise AST-based code search and structural intelligence across Vue, Astro, and React/Next projects, including component usage audits, dependency trees, route scanning, state impact tracing, and dead component detection.
    231 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to interact with the Aspro.Cloud REST API through self-describing tools for discovering and calling modules, entities, and methods.
    7
    32 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that detects duplicate code using AST graph isomorphism, blocking writes of structurally identical code to reduce redundancy.
    12
    8
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Web design analysis MCP server with 20 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.
    40
    2
    AGPL 3.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to index local Python repositories and retrieve code intelligence through semantic search, caller lookups, hybrid context expansion, and visualization.
    5
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables coding agents to access a governed, versioned design style specification through MCP, including deterministic checks, proposal review workflows, and generated CSS, JSON, and TypeScript artifacts.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.
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