Qdrant Loader

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources

Multi-Project Support

Semantic Search

File Conversion

MCP Server

Enterprise Ready

Get Started View on GitHub

Getting started

Comprehensive documentation for Qdrant Loader
and MCP Server.

Explore Now

Qdrant Loader Core

Comprehensive data ingestion toolkit supporting Git, Confluence, JIRA, and local files with intelligent file conversion.

View Documentation

MCP Server

Model Context Protocol server providing RAG capabilities for Cursor IDE and other Al development tools.

View Documentation

Multi-Project Support

Manage multiple projects with a single configuration, one Qdrant server, and unified search capabilities.

View Documentation

File Conversion

Automatic conversion of 20+ file formats including PDF, Office documents, images, and audio files.

View Documentation

Test Coverage

Excellent coverage (84%). Comprehensive test coverage reports for all packages with detailed analysis.

View Documentation

Quick Start

Get started with Qdrant Loader in minutes with our comprehensive installation and setup guide.

View Documentation

Key Features

Startup Framework contains components and complex blocks which can easily be integrated into almost any design. All of the components are made in the same style, and can easily be integrated into projects, allowing you to create hundreds of solutions.