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codesynapse

codesynapse

Code graph as MCP tools makes your AI stops hallucinating

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codesynapse indexes your codebase into a real code graph — callers, callees, class hierarchies, trait implementations — then exposes it as 32 MCP tools. Instead of grepping files, your AI traces actual call chains. Hybrid BM25 + dense embeddings (local, no API key) finds the right code even when the function name has nothing to do with the query. Works with Claude Code, Cursor, Windsurf, Kiro. Rust binary, ~10MB. Fully local — no data leaves your machine.

codesynapse makers

Here are the founders, developers, designers and product people who worked on codesynapse

Sohil LadhaniCurious Soul
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