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Koshi MCP Server

Koshi (講師) is a Model Context Protocol server that brings retrieval, context engineering, persistent memory, and quality scoring to any MCP-compatible AI client (Claude Code, Copilot CLI, Cursor, Windsurf, etc.). 100% offline — no API keys, no embeddings, no cloud required.

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Koshi MCP Server

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