kengo006

A local semantic-recall MCP server for citation-integrity academic writing — fastembed ONNX embeddings on LanceDB, cross-lingual, fully offline. Recall-only by contract: fragments carry file and page; the source PDF supplies every quote. Companion to alexandria. 服務引文完整性寫作的本地語意召回 MCP 伺服器：跨語言、完全離線；只召回不引用，片段附檔案與頁碼，每一句引文都回原始 PDF 取。