Qdrant Loader MCP Server

v1.0.0APIsstable

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semanti

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About

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semanti

Features

  • Enterprise-ready vector database toolkit for building search

Use Cases

Enterprise-ready vector database toolkit for building searchable knowledge bases
martin-papy

Maintainer

LicenseGPL-3.0
Languagepython
Versionv1.0.0
UpdatedMay 20, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx qdrant-loader

Examples

Basic Configuration

Configure Qdrant Loader MCP Server

npx qdrant-loader

Configuration

Configuration Details

Config File

claude_desktop_config.json

Web UI

Not available

Security

Authentication

RequiredNo

Features

Data Encryption
Audit Logging
RBAC Support

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

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Quick Config Preview

{ "mcpServers": { "qdrant-loader": { "command": "npx", "args": ["-y", "qdrant-loader"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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