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"A server or tool using RAG for documentation scraping, storage, and retrieval with SSE support" matching MCP servers:

  • Documentation Retrieval & Web

    AIwithhassan
    F
    license
    A
    quality
    D
    maintenance
    Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.
    1
    2
  • @pipeworx/or-dmv by pipeworx-io

    @pipeworx/or-dmvofficial

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides live wait times and office details for all 60 Oregon DMV field offices by scraping the ODOT website, with no authentication required.
    65
    MIT

  • Lead Scraping Plan MCP Server

    saurabhshuklagrowisto
    F
    license
    -
    quality
    B
    maintenance
    Enables running the lead scoring and outbound pipeline by talking to Claude, including scraping healthcare job postings, scoring against buyer ICP, gating on company size, and managing sequences.

  • playwright-sse-mcp-server

    MCP-Mirror
    F
    license
    -
    quality
    -
    maintenance
    An MCP server that provides browser automation capabilities via Playwright using Server-Sent Events (SSE). It enables clients to perform web operations and scraping through a containerized Docker environment.

  • io.github.VelvetSP/web

    VelvetSP
    A
    license
    -
    quality
    A
    maintenance
    An open-source MCP server providing AI agents with neural web search via Exa and tiered web fetch (Exa, local browser, Firecrawl) as a drop-in replacement for built-in web tools, preserving provenance and guarding against SSRF.
    1
    MIT

  • Playwright MCP with Electron

    robertn702
    A
    license
    -
    quality
    F
    maintenance
    Enables Model Context Protocol tools for automating web browsers and Electron desktop applications using Playwright's accessibility tree snapshots. It supports window management and JavaScript execution in the main process, providing deterministic automation through structured data.
    101
    17
    Apache 2.0

  • Crawl4AI RAG MCP Server

    utaschulz1
    A
    license
    -
    quality
    D
    maintenance
    Provides web crawling and RAG capabilities for AI agents, enabling scraping of websites, storing content in a vector database (Supabase), and performing semantic search over crawled data.
    MIT

  • Crawl4AI RAG MCP Server

    coleam00
    A
    license
    -
    quality
    D
    maintenance
    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
    2,231
    MIT

  • mcp-tool-gateway

    zike678
    F
    license
    -
    quality
    B
    maintenance
    A universal MCP tool gateway that manages multiple remote tool processes, enabling LLMs to dynamically invoke web scraping, summarization, and knowledge retrieval through standardized Function Calling.

  • py-mcp-qdrant-rag

    amornpan
    F
    license
    -
    quality
    D
    maintenance
    Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.
    2

  • Dev Tool MCP

    osins
    F
    license
    -
    quality
    D
    maintenance
    Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.