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maintenanceA Model Context Protocol server that analyzes webpage design structures, providing detailed layout, navigation, content, form, image, and link information from a given URL.
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"RAG (Retrieval-Augmented Generation) system that can store papers and web pages" matching MCP servers:
mcp-server-rag-web-browserofficial
Alicense-qualityFmaintenanceImplementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.Last updated39208Apache 2.0- Alicense-qualityBmaintenanceMCP server that scrapes app data from Google Play and Apple App Store, providing tools for search, details, reviews, and similar apps.Last updated21MIT
- AlicenseAqualityCmaintenanceMCP server providing free, IP-direct tools for web search, crawling, anti-detect browsing, and structured data from Wikipedia, Wikidata, GitHub, and YouTube.Last updated61MIT
- FlicenseAqualityDmaintenanceEnables 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.Last updated12
- AlicenseBqualityBmaintenanceA 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 updated212MIT
- AlicenseBqualityBmaintenanceA local MCP server providing web search, page extraction, and safe browser automation tools for Hermes, Claude Code, and other MCP clients.Last updated10MIT
- FlicenseBqualityCmaintenanceProvides web search and page fetch tools for LLM assistants, extracting content and enabling text search within fetched pages.Last updated3
- FlicenseCqualityDmaintenanceEnables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.Last updated20
- Alicense-qualityCmaintenanceA headless web scraping server that extracts main content from web pages into Markdown, text, or HTML for AI and automation integration. It features per-domain rate limiting and robust error handling using Playwright and BeautifulSoup.Last updatedMIT
- Alicense-qualityFmaintenanceEnables AI agents to search DuckDuckGo and fetch web content with human-assisted CAPTCHA handling, designed for local use where humans can intervene when bot detection occurs.Last updated7MIT
- Alicense-qualityCmaintenanceEnables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.Last updated6GPL 3.0
- Alicense-qualityBmaintenanceA self-hosted MCP server that reads web pages and converts them to Markdown, with built-in web search and anti-crawl fallback using Playwright.Last updated1MIT
- Alicense-qualityDmaintenanceA collection of self-hosted, open-source tools that enable AI agents to perform web searching, content crawling, and code analysis tasks like linting and security scanning. It provides power-user capabilities for MCP-compatible clients without requiring external accounts or third-party infrastructure.Last updated4MIT
- Alicense-qualityFmaintenanceWeb 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.Last updated2,215MIT
- Alicense-qualityDmaintenanceA database-agnostic MCP server that integrates web crawling with Retrieval Augmented Generation, supporting multiple AI providers and vector database backends for flexible and intelligent content retrieval.Last updated1MIT
- Alicense-qualityBmaintenanceConverts web pages to Markdown for MCP clients like Claude, with support for single and batch reads, caching, fallback rendering, and SSRF protection.Last updated38MIT
- Flicense-qualityCmaintenanceA minimal MCP server that crawls web pages using crawl4ai and returns content as markdown, deployable to Cloud Run.Last updated
- Flicense-qualityFmaintenanceEnables 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.Last updated2
- AlicenseAqualityAmaintenanceA web-fetch MCP server for LLM agents that fetches pages with an escalation ladder through different engines, raising FetchBlocked instead of returning blocked content.Last updated21Apache 2.0