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When the MCP server accesses the QDRANT server, a fixed QDRANT_API_KEY needs to be set in the environment variables. At this point, access via MCP is no longer protected.
Therefore, the MCP_API_KEY environment variable is added to the MCP server to ensure that only authorized users can access it.
(All code is generated by Claude, and I tested it.)