mcp-server-qdrant: A Qdrant MCP server

Well-documented MCP server providing semantic memory storage and retrieval via Qdrant vector database

• +Provides clear tool descriptions with input/output specifications for store and find operations
• +Includes comprehensive setup instructions for multiple deployment methods (uvx, Docker, Claude Desktop)
• +Demonstrates flexible configuration with environment variables and custom tool descriptions for different use cases
• -Requests filesystem write and shell execution permissions that aren't clearly justified by the documented operations
• -Lacks explicit error handling documentation or examples of edge case behavior