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"OpenAI's Web Retrieval Infrastructure" matching MCP servers:

  • retrieval-lens

    Vbj1808
    A
    license
    A
    quality
    B
    maintenance
    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    Last updated
    4
    28
    2
    MIT

  • web-slack-mcp

    sercant
    A
    license
    A
    quality
    C
    maintenance
    Enables reading Slack channels, messages, and threads using the web interface via a persistent browser session, designed for guest users without API access. Does not send messages.
    Last updated
    5
    MIT

  • Web Reader

    zacfire
    A
    license
    A
    quality
    F
    maintenance
    Enables Claude and other LLMs to read and parse web content, with smart fallback strategies to bypass access restrictions (e.g., paywalls, Cloudflare) and output Markdown.
    Last updated
    5
    38
    44
    MIT

  • mcp-web-calc

    tickernelz
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.
    Last updated
    5
    238
    7
    MIT

  • web-search-mcp

    bartdorlandt
    F
    license
    A
    quality
    B
    maintenance
    Provides a web search tool with citations by running Claude Code CLI in an isolated Docker container, enabling search even in environments without direct Anthropic web search support.
    Last updated
    1

  • web-search-mcp

    hbhszy
    A
    license
    A
    quality
    B
    maintenance
    Enables real-time web search via DeepSeek's search-enhanced dialogue, providing search results as answers through MCP tools.
    Last updated
    1
    MIT

  • Web Research Assistant

    elad12390
    A
    license
    A
    quality
    B
    maintenance
    Comprehensive web research toolkit with 13 tools for searching (via SearXNG), crawling, package discovery, GitHub metrics, error translation, API documentation lookup, data extraction, technology comparison, and service status checking.
    Last updated
    14
    9
    MIT

  • MCP Web Tools

    SayreBlades
    F
    license
    A
    quality
    D
    maintenance
    Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.
    Last updated
    2

  • web-scout

    SanZiNEO
    A
    license
    B
    quality
    B
    maintenance
    A reconnaissance MCP server that discovers web data sources by monitoring network requests and extracting API structures, enabling AI to understand data location and format without full crawling.
    Last updated
    21
    2
    MIT