Coding agents make up quotes from PDFs and Office files they cannot open. Semlith is a free, open-source local index of your code and docs that Claude Code, Cursor and Codex search over MCP. In my test, made-up quotes went from 41 of 127 to 0.
Open SourceDeveloper ToolsArtificial IntelligenceGitHub






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October 31, 2026
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