mcp-server-qdrant and mcp-server-qdrant-enhanced

mcp-server-qdrant
56
Established
mcp-server-qdrant-enhanced
28
Experimental
Maintenance 13/25
Adoption 10/25
Maturity 9/25
Community 24/25
Maintenance 6/25
Adoption 1/25
Maturity 9/25
Community 12/25
Stars: 1,270
Forks: 239
Downloads: —
Commits (30d): 1
Language: Python
License: Apache-2.0
Stars: 1
Forks: 1
Downloads: —
Commits (30d): 0
Language: Python
License: Apache-2.0
No Package No Dependents
No Package No Dependents

About mcp-server-qdrant

qdrant/mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

Exposes semantic search and storage tools (`qdrant-store` and `qdrant-find`) that allow LLMs to persist and retrieve contextual information with configurable embedding models via FastMCP. Supports both remote Qdrant instances and local databases, with flexible transport protocols (stdio, SSE, HTTP streaming) for integration into Claude Desktop and other MCP clients.

About mcp-server-qdrant-enhanced

bryankthompson/mcp-server-qdrant-enhanced

Enhanced Qdrant MCP Server is a production-ready fork of the original that transforms the basic MCP server into an enterprise-grade solution with GPU acceleration, multi-vector support, and automated deployment infrastructure.

Related comparisons

mcp-server-qdrant and qdrant-mcp-server mcp-server-qdrant and qdrant-mcp-server

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