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"Understanding Abstract Syntax Trees (AST)" matching MCP servers:

  • browser-mcp

    The-Syntax-Slayer
    A
    license
    -
    quality
    B
    maintenance
    Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark management across Chrome, Firefox, Edge, and Brave, including cross-browser sync, deduplication, and a React dashboard.
    Last updated
    1
    MIT

  • web-perception-mcp

    JaviGala
    F
    license
    A
    quality
    C
    maintenance
    A DOM-first, vision-second MCP server for webpage analysis, combining structural DOM extraction with MiniMax vision to provide accurate, context-rich page understanding for AI coding assistants.
    Last updated
    4

  • Jina AI Remote MCP Server

    wlmwwx
    A
    license
    A
    quality
    C
    maintenance
    Provides access to Jina AI's suite of web tools including URL reading, web/image/academic search, content extraction, embeddings, and reranking capabilities. Enables AI assistants to search the web, extract content from URLs, and process information with semantic understanding.
    Last updated
    19
    Apache 2.0

  • Reddit MCP Server

    eliasbiondo
    A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with access to Reddit data for searching, browsing subreddits, and retrieving post details or user activity without requiring API keys. It enables tools to fetch content, nested comment trees, and public user feeds directly through the Model Context Protocol.
    Last updated
    6
    143
    MIT

  • Rove

    noncelogic
    A
    license
    C
    quality
    F
    maintenance
    Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.
    Last updated
    6
    131
    MIT

  • Crawl4AI MCP Server

    weidwonder
    A
    license
    -
    quality
    D
    maintenance
    Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
    Last updated
    148
    MIT

  • browsegrab

    QuartzUnit
    A
    license
    -
    quality
    D
    maintenance
    A token-efficient browser automation server that enables LLMs to navigate websites, click elements, and extract content using accessibility trees and markdown conversion. It provides eight tools for lightweight browser interaction optimized for performance with local LLM endpoints.
    Last updated
    MIT