marlian/claude-qdrant-mcp
Local-first TypeScript MCP server for Qdrant with client isolation, LM Studio integration, and scalable document workflows.
This project helps consultants, agencies, or organizations efficiently manage and search through vast amounts of document data for multiple clients, ensuring complete privacy. It takes various document types (PDFs, Word files, text) as input, processes them locally using AI models, and allows you to find specific information or entire documents by meaning, not just keywords. This tool is ideal for knowledge workers who need to manage client-specific information securely and effectively.
No commits in the last 6 months.
Use this if you need a robust, privacy-focused system to organize, search, and summarize documents for different clients or projects using your own local AI models.
Not ideal if you're looking for a simple keyword search tool or if you don't require multi-client data isolation and advanced local AI processing.
Stars
12
Forks
4
Language
JavaScript
License
MIT
Category
Last pushed
Jul 30, 2025
Commits (30d)
0
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