Equibles: Self-Hosted MCP Server Giving Local LLMs Real Financial Data — SEC Filings, 13F, Insider and Congressional Trades

r/LocalLLaMA·medium signal

A developer built and open-sourced Equibles, a self-hosted MCP server that scrapes and serves public U.S. financial data as MCP tools accessible to any local LLM. It covers SEC filings, 13F institutional holdings, insider trades, congressional trades, short interest data, and FRED economic indicators. The project addresses a key gap in local AI agent workflows: access to real, current structured data without relying on commercial APIs. 118 upvotes, 23 comments.