Qdrant Loader
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 semantic search. Includes MCP server for seamless AI assistant integration.
ActiveNot tested
★ 37GitHub
0No CVEsactiveGPL-3.0
Quick Install
{
"mcpServers": {
"qdrant-loader": {
"command": "<see-readme>",
"args": []
}
}
}No install config available. Check the server's README for setup instructions.
Should you use this server?
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 semantic search. Includes MCP server for seamless AI assistant integration.
✓
Is it safe?
No package registry to scan.
No authentication — any process on your machine can connect.
GPL-3.0. View license →
✓
Is it maintained?
Last commit 0 days ago. 37 stars.
i
Will it work with my client?
Transport: stdio. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.
Test This Server
No automated test available for this server. Check the GitHub README for setup instructions.
Score Breakdown
Security
0/30No known vulnerabilities.
✓
CVEs — No known CVEs for this package
○
Authentication — None required — easy to connect
✓
✓
✗
MCPpedia review — Not yet reviewed by MCPpedia
CVEs checked daily via OSV.dev. Score algorithm is open source.
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