A local vector database RAG system that integrates with Playwright MCP for web scraping, enabling users to build searchable knowledge bases from web content with multiple embedding providers and Claude-optimized context formatting.
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[](https://m8ven.ai/mcp/berrydev-ai-berry-rag-1xcu1g)