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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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"Information about RAG (Retrieval-Augmented Generation)" matching MCP servers:
- Alicense-qualityAmaintenanceAn 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.Last updated1MIT
- Flicense-qualityDmaintenanceProvides comprehensive UI test automation capabilities including intelligent test creation, test healing, and manual test conversion through browser automation using Playwright.Last updated4
- AlicenseAqualityDmaintenanceFetches web content and returns relevant chunks using RAG with semantic chunking, query-based scoring, and LexRank, supporting PDFs and 50+ languages.Last updated1MIT
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 updated54208Apache 2.0- FlicenseAqualityDmaintenanceGenerates images from text prompts using ElevenLabs' image generation API via browser automation, with support for multiple models and persistent authentication.Last updated3
- Alicense-qualityDmaintenanceProvides AI agents and assistants with advanced web crawling and RAG capabilities, enabling them to scrape websites and perform semantic search over crawled content.Last updated1MIT
- Alicense-qualityDmaintenanceProvides AI agents with complete web search, crawling, and RAG capabilities through a Docker-based solution combining Model Context Protocol, Crawl4AI, SearXNG, and Supabase.Last updated46MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research using the Exa AI Search API. Provides comprehensive web information retrieval capabilities in a safe and controlled manner.Last updated228,1641MIT
- AlicenseAqualityCmaintenanceConnects Claude Code to the Perplexity Comet browser to enable autonomous web browsing and agentic research. It features multi-tab management, smart completion detection, and a specialized tool set for organized information retrieval.Last updated8872
- AlicenseAqualityBmaintenanceMCP server providing tools for web scraping, browser automation, computer vision, audio transcription, and RAG via API.Last updated9MIT
- AlicenseBqualityDmaintenanceAn MCP server that enables AI models to perform Google Web searches using the Gemini API, complete with citations and grounding metadata for accurate information retrieval. It is compatible with Claude Desktop and other MCP clients for real-time web access.Last updated13Apache 2.0
- AlicenseBqualityAmaintenanceIntegrates Jina AI Search Foundation APIs to provide web page content extraction and search capabilities. It supports automatic pagination, result caching, and both standard and VIP search endpoints for enhanced information retrieval.Last updated123344MIT
- AlicenseBqualityDmaintenanceAn MCP server that allows users to check if a website is experiencing downtime by querying isitdownrightnow.com, providing status information and details about recent downtime events.Last updated12MIT
- Alicense-qualityFmaintenanceCrawl4AI 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 updated148MIT
- Alicense-qualityDmaintenanceIntegrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.Last updated1,243MIT
- Alicense-qualityDmaintenanceIntegrates the Brave Search API into AI assistants to enable web and local business search capabilities. This allows models to perform real-time information retrieval and locate places using the Model Context Protocol.Last updated1MIT
- Alicense-qualityDmaintenanceExposes Perplexity AI's search capabilities to Claude, enabling real-time web search and information retrieval within the assistant. The project is currently in active development with plans to support Perplexity Spaces and multi-source data synthesis.Last updatedApache 2.0
- Flicense-qualityDmaintenanceEnables control of Android devices through ADB using natural language commands. Supports browser automation, SMS sending, device information retrieval, settings control, and common device actions like screenshots and button presses.Last updated3
- AlicenseAqualityCmaintenanceEnables interaction with Google Chrome tabs through the MCP protocol, allowing clients to retrieve information and control tabs on macOS using AppleScript.Last updated48713MIT