Tolaria drops Git-backed Markdown vault with MCP server

Tolaria turns the local knowledge base into a first-class citizen for the AI agent stack.

• –Built-in MCP server allows agents like Claude Code to autonomously search and retrieve context from local documentation
• –Git-backed architecture treats notes as code, ensuring full version history and zero vendor lock-in for sensitive data
• –Offline-first design solves the privacy paradox by keeping knowledge local while still accessible to AI tools
• –"Types as lenses" provides a structured, Notion-like UI without sacrificing the portability of plain Markdown files
• –Specifically targets the "agent context" niche, positioning itself as a memory layer for local-first AI development