This document describe how to re-use the configuration tested in the **AI Optimizer & Toolkit** an expose it as an MCP tool to a local **Claude Desktop** and how to setup as a remote MCP server. This early draft implementation utilizes the `stdio` and `sse` to interact between the agent dashboard, represented by the **Claude Desktop**, and the tool. Not always the parameters are exported at the moment, and only Ollama or OpenAI configuration are supported.
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