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Semantic Searching Is Also Good For Visualizations

As it turns out.

I believe that Augment Code has the best context game in down. Much of that has to do with it’s great semantic code search engine.

MCP Vector Search helps if you’re using Claude Code. It does semantic embeddings of text and AST embeddings of many types of code.

Which as it turns out is also an interesting way to build visualizations of your code base. Check it out!

pipx install mcp-vector-search

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