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Local MCP desktop app builds a second brain for a trading model

The author built a desktop app that connects to Claude or ChatGPT Desktop through a local MCP, turning scattered notes and documents into a knowledge graph and flagging conflicting trading rules.

Juno
@JunoTradingArchived 25 days agoOriginally posted 2026.10.02
Local MCP desktop app builds a second brain for a trading model (image 1 of 3)
Local MCP desktop app builds a second brain for a trading model (image 2 of 3)
Local MCP desktop app builds a second brain for a trading model (image 3 of 3)
Juno @JunoTradingOriginally posted 2026.10.02
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I started building an Obsidian + AI setup to create a second brain for my trading model. I think I took it a little too far... I ended up building a desktop app that connects directly to Claude or ChatGPT Desktop through a local MCP. You can throw random documents, notes, images, and other material at it, and it automatically starts building the brain: connecting concepts, generating the knowledge graph and decision flows, and even tracking the model’s health by detecting conflicting rules, inconsistencies, or missing pieces.

x.com/junotrading/status/2105989614674551201Archived 2026.10.03 11:30