@crichter

Christian Richter

@crichterBerlin, GermanyJoined August 2026

Building shibui.finance: 31M rows of stock data, queryable in plain English.

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Data engineer by day. Building shibui.finance by night - 31M rows of stock market data, queryable in plain English.

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Freelance work, custom MCP server development, data engineering for AI projects

Christian Richter's blogs

Shibui Engineeringshibui.hashnode.dev1 post

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Recently published

CRChristian Richtershibui.hashnode.dev3d ago · 7 min read

One Schema, Ten Systems: What Happened When We Let Users Query 31M Rows in Plain English

We built a financial data MCP server. It sits on 64 years of US stock market data, 31 million daily price records, quarterly financials, daily valuations, 56 technical indicators, SEC filing metadata,

Christian Richter

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Christian Richter's blogs

Recently published

One Schema, Ten Systems: What Happened When We Let Users Query 31M Rows in Plain English

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Christian Richter

About

Available for

Christian Richter's blogs

Recently published

One Schema, Ten Systems: What Happened When We Let Users Query 31M Rows in Plain English