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by Cam10001110101 • Search & Retrieval
Processes Outlook mailboxes, stores emails in SQLite, and generates embeddings saved to MongoDB to enable semantic search and retrieval.
Ingest and index Outlook emails for semantic search and retrieval across multiple mailboxes.
Generate and store local vector embeddings using Ollama and MongoDB to support similarity-based queries and metadata filtering.
A reliable local archive and full-text searchable store of emails using SQLite with robust connection and resource management.
This MCP server connects to Microsoft Outlook to fetch emails (Inbox, Sent Items, and optionally Deleted Items) over a specified date range, supports multi-mailbox processing, and archives messages in a local SQLite database. It generates vector embeddings via a local Ollama instance and stores those embeddings in MongoDB for semantic similarity search. The server emphasizes proper resource and connection management, retry logic for external services, and is designed to integrate with Claude for Desktop as an MCP server.
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