Joule Work Desktop is a capable AI assistant — but it starts every conversation without knowing your customers, your projects, or what you were working on. VaultGate is a local MCP server that connects JWD to your Obsidian vault, giving it persistent context from your own notes. No cloud relay, no data egress, no Obsidian community plugins required. This post explains what it does, how it was built, and how to set it up in six steps.

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