Bookmark Geni

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Bookmark Geni is a standalone MCP server designed to transform your local browser bookmarks into a semantically searchable knowledge base. It processes bookmarks from multiple browsers like Chrome, Edge, and Firefox, extracts their underlying content and metadata, then generates embeddings stored in ChromaDB. This allows users to query their saved URLs and articles using natural language queries, making it easier to rediscover information, connect to tools like Gemini CLI or Claude Desktop, and manage a vast collection of web resources efficiently.

Características Principales

• Stores bookmark embeddings in ChromaDB using a sentence transformer model.
• Supports bookmarks from Chrome, Edge, Firefox, Opera, ChatGPT Atlas, and Perplexity Comet.
• Performs natural language RAG search with metadata filtering on indexed bookmarks.
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• Enables portability through export and import of embeddings to/from pickle files.
• Fetches HTML content from URLs and extracts text and metadata for semantic search.

Casos de Uso

• Efficiently search and rediscover saved web resources across multiple browsers using natural language.
• Integrate a personal, searchable bookmark database with AI clients like Gemini CLI or Claude Desktop.
• Create a portable and intelligent archive of web content for backup or transfer.