Dev Tools · 12h ago
MCP Server Gives Claude SQL Access to 31M Financial Records
Shibui Finance built an MCP server that lets Claude query 31 million daily US stock price records, 56 technical indicators, and 6.4 million SEC filings via SQL. The stack uses Python, PostgreSQL, dbt, DuckDB, and FastMCP on a single VPS. Pre-computing indicators cut query times from minutes to milliseconds.
Meridian48 take
A clever demonstration of MCP's potential for data-intensive AI tools, though the single-VPS architecture may limit scalability under heavy concurrent use.
mcp-serverfinancial-data