manicule

Level FSource

Self-hosted retrieval infrastructure for AI assistants. MCP-first search and grounded answers over a private corpus, with citations that resolve to a real location in a real document — a page, a heading, a line, a cell.

⭐ 0DatabasePythonRepo ↗Updated 2026-11-01

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