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"A server to build a knowledge base of Node.js packages with RAG search functionality" matching MCP servers:
- Alicense-qualityBmaintenanceEnables AI coding tools to turn a list of links into a verified, browsable knowledge base with grounded summaries via MCP tools for update, validation, and enrichment.1MIT
- AlicenseAqualityDmaintenanceFetches web content and returns relevant chunks using RAG with semantic chunking, query-based scoring, and LexRank, supporting PDFs and 50+ languages.1MIT
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.75208Apache 2.0- Alicense-qualityAmaintenanceMulti-engine aggregated search MCP server that combines results from 7 search engines with deduplication, relevance ranking, and web page content extraction.1MIT
- Alicense-qualityAmaintenanceMCP-compliant server providing web search via Yandex Search API and URL fetching with fallback mechanisms, plus a monitoring dashboard.Apache 2.0
- Alicense-qualityDmaintenanceProvides 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
- Alicense-qualityDmaintenanceAn MCP server that integrates Crawl4AI with Supabase to enable AI agents to crawl websites, store content in a vector database, and perform RAG queries.8MIT
- Alicense-qualityCmaintenanceWeb 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.2,233MIT
- Flicense-qualityCmaintenanceCrawls a website, indexes its content, and answers questions with cited sources over MCP.
- FlicenseAqualityBmaintenanceA local MCP server that gives Claude Code web search capabilities using DuckDuckGo, enabling discovery of URLs from natural language queries.11
- AlicenseAqualityBmaintenanceFetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.1MIT
- AlicenseAqualityCmaintenanceA lightweight MCP server for reading public YouTube data, offering tools to fetch video transcripts, playlist contents, and video metadata without requiring an API key.3MIT
- AlicenseAqualityFmaintenanceFree multi-source web search server for AI agents, with confidence scoring and token optimization.3227Apache 2.0
- AlicenseAqualityAmaintenanceEnables web search via a real browser for any LLM, bypassing anti-bot measures without API keys.5MIT
- AlicenseAqualityBmaintenanceA self-hosted MCP server for web search with multi-engine support, combining search, URL fetching, and deep research along with proxy routing and deduplication.3MIT
- FlicenseAqualityCmaintenanceAn MCP server that enables LLMs to automate browser interactions using Playwright to fetch real-time Israeli weather data.4
- AlicenseAqualityAmaintenance"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨5133PythonMIT
- AlicenseAqualityDmaintenanceAn MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.15MIT
- AlicenseAqualityBmaintenanceMCP server for web search with LLM-optimized results and anti-detection mechanisms.328MIT