Client library and SDK for the Qdrant vector search engine. Library contains type definitions for all Qdrant API and allows to make both Sync and Async requests. Client allows calls for all Qdrant API ...

Inspired by claude-qdrant-mcp with enhanced project detection, Python implementation, and flexible collection management. workspace-qdrant-mcp provides intelligent vector database operations through ...

Vector database offers on-prem, cloud-native, or SaaS deployment, leading performance, a rich set of integrations and language drivers, and a dizzying array of optimization options. Efficient ...