BerryRAG

nonedevelopment

A local RAG system with Playwright MCP integration for Claude and OpenAI embeddings, using local storage.

Install

How to run this server

[ { "cmd": "pip install -r", "imports": [] } ]

server path: berryrag

Tools

What this server exposes

add_document

Add content directly to vector DB

search_documents

Search for similar content

get_context

Get formatted context for queries

list_documents

List all stored documents

get_stats

Vector database statistics

process_scraped_files

Process Playwright scraped content

save_scraped_content

Save content for later processing

crawl_content

Advanced web content extraction with subpage support

extract_links

Extract internal links for subpage discovery

get_content_preview

Quick content preview without full processing

Configuration

Environment & auth

authnone

envOPENAI_API_KEY

Resources