For a few weeks now, a tool has been running in my projects that is invisible in daily use. tokensave has saved me over 12 million tokens so far. It's an MCP server that gives Claude Code a local code graph to query, instead of letting the model read whole files and search through the repository as plain text. Here's what it does, how it works under the hood, what a reproducible benchmark says about it - and where its limits are: https://www.tobiasreithmeier.de/en/blog/tokensave-mcp-server-tutorial-review#claude #ai #coding #token
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