{"id":269,"slug":"berrydev-ai/berry-rag","name":"BerryRAG","description":"A local RAG system with Playwright MCP integration for Claude and OpenAI embeddings, using local storage.","category":"development","github":"https://github.com/berrydev-ai/berry-rag","homepage":"","server_url":"","transport":null,"install":[{"cmd":"pip install -r","imports":[]}],"tools":[{"name":"add_document","description":"Add content directly to vector DB"},{"name":"search_documents","description":"Search for similar content"},{"name":"get_context","description":"Get formatted context for queries"},{"name":"list_documents","description":"List all stored documents"},{"name":"get_stats","description":"Vector database statistics"},{"name":"process_scraped_files","description":"Process Playwright scraped content"},{"name":"save_scraped_content","description":"Save content for later processing"},{"name":"crawl_content","description":"Advanced web content extraction with subpage support"},{"name":"extract_links","description":"Extract internal links for subpage discovery"},{"name":"get_content_preview","description":"Quick content preview without full processing"}],"env_vars":["OPENAI_API_KEY"],"auth_type":"none","official":false,"stars":0,"status":"active","source":"mcpservers.org","created_at":"2026-05-25T06:27:43.894451+00:00","updated_at":"2026-05-25T16:37:17.247551+00:00","tags":[],"path":"berryrag"}