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"Understanding the concept of dependency" matching MCP servers:

  • The Web MCP

    bright-cn
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to access real-time web data through search, markdown scraping, and browser automation while bypassing anti-bot protections. It provides tools for web research, e-commerce monitoring, and data extraction from across the globe.
    4
    6,103
    6
    MIT

  • 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.
    1
    MIT

  • KERNL MCP

    duke-of-beans
    A
    license
    -
    quality
    C
    maintenance
    Transforms Claude into a persistent intelligence layer with automatic checkpointing, crash recovery, semantic memory, and cross-project learning. It provides 128+ tools for session management, adversarial testing, and browser automation to eliminate state loss and context rebuild costs.
    52
    MIT

  • Oktyv

    duke-of-beans
    F
    license
    -
    quality
    C
    maintenance
    An MCP server that enables AI agents to execute real-world actions through 10 specialized engines covering authenticated API calls, browser automation, visual QA, shell commands, file operations, job scraping, and parallel task execution.

  • SearXNG MCP Server

    The-AI-Workshops
    F
    license
    -
    quality
    D
    maintenance
    Enables AI agents to perform privacy-respecting web searches through SearXNG, with support for multiple search engines, categories, and advanced filtering options.
    24

  • codex-web-search-mcp

    dhicoc
    A
    license
    A
    quality
    A
    maintenance
    Zero-dependency MCP server that wraps OpenAI Codex's standalone search endpoint into codex_web_search and codex_web_research tools for Claude Code, enabling real-time web search and multi-step deep research independent of the underlying model.
    2
    1
    MIT

  • web-perception-mcp

    JaviGala
    A
    license
    A
    quality
    A
    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.
    4
    Apache 2.0

  • 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.
    19
    Apache 2.0

  • browser-for-ai

    icueth
    A
    license
    -
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    MIT

  • Crawl4AI MCP Server

    weidwonder
    A
    license
    -
    quality
    F
    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.
    149
    MIT

  • MCP Server

    tcpipuk
    A
    license
    -
    quality
    D
    maintenance
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    3
    GPL 3.0

  • Peek

    zly1203
    A
    license
    -
    quality
    A
    maintenance
    Enables AI agents to take screenshots of local web pages and capture user-selected UI elements via a bookmarklet, providing element metadata for precise visual understanding.
    1
    MIT

  • OmniMCP

    OpenAdaptAI
    A
    license
    -
    quality
    C
    maintenance
    A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
    72
    MIT

  • dsh-webfetch

    withlovehub
    A
    license
    -
    quality
    C
    maintenance
    A zero-dependency MCP server that fetches any HTTP(S) URL and returns clean content as text, Markdown, raw HTML, or formatted JSON, with robots.txt compliance and SSRF protection.
    1
    MIT