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A local neural model can be run as a chat room or as a server. You connect to the server via API and JSON.
I recommend ollama or llama.cpp as the fastest and easiest (in c++, not python), and the most customised for GGUF.
LMStudio is the most convenient interface for chat.
Is it possible to have an MCP official please?
Is it possible to get an official MCP document?
For an MCP developer?
https://modelcontextprotocol.io/specification/2025-11-25
https://github.com/modelcontextprotocol/modelcontextprotocol
https://www.anthropic.com/engineering/code-execution-with-mcp
For connecting ready-made MCPs I read https://qwenlm.github.io/qwen-code-docs/en/users/features/mcp/
In trading, I believe that AI won't be able to help you if you don't understand anything about trading. In other words, the AI will do what you tell it to do, so you must be familiar with all aspects to give it correct orders and benefit from it. I've been trading since 2013, and if I didn't understand the programming languages of expert advisors and indicators, AI wouldn't have been of any use to me at all. However, it does help me by correcting some spelling mistakes in my code.