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The server no longer silently disappears from MCP catalogs/aggregators that expect the standard fastmcp framework (such as mcprack). Previously it shipped its own minimal, hand-rolled MCP implementation that was missing a few response fields required by newer clients, which made those clients reject its entire tool list even though the server was running fine. It now uses the same real fastmcp SDK as every other VitexSoftware MCP server.
Other Changes
Tool definitions now carry proper machine-readable annotations (read-only, destructive, idempotent, etc.), which helps clients like OpenAI's tool-use validation understand what each tool does before calling it.