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Reference

Local semantic search for AI agents

▲ 83 Product Hunt votes Launched Aug 7, 2026
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Local semantic search for AI agents

Reference is local semantic search for your files and code, built for AI agents. No cloud, nothing leaves your machine. Ask it "how did I implement rate limiting here" and get your actual code back, cited down to the exact function, not generic advice. Live index that updates as you save, code-aware chunking (tree-sitter), and a built-in MCP server (/search, /explain, /find_similar, /check_doc_drift)so Claude Code gets precise cited results instead of burning tokens on grep loops.

Reference launched on Product Hunt on 2026-08-07 and has 76 upvotes and 3 comments so far.

Pricing details for this tool haven’t been verified yet — check the tool’s website for current plans.

Categories: AI Research & Knowledge Management Design AI
View on Product Hunt · Listing last verified: Aug 9, 2026