qdrant-loader

active

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.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/cbtw-apac/qdrant-loader
License: Apache-2.0
Last update: 2026-10-01
GitHub stars: ★ 57
Homepage: qdrant-loader.net

cli-tool confluence-integration cursor-ide developer-tools document-processing embbedings enterprise-ready file-conversion git-integration jira-integration knowledge-base llm-integration

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.