I built a self-hosted open-source MCP server that gives any local LLM real financial data — SEC filings, 13F, insider & congressional trades, short data, FRED

One thing missing when running local models as agents: real, current data. So I built Equibles - a self-hosted MCP server that scrapes and serves public U. S. financial data and exposes it as MCP tools, so any MCP-capable client (Claude Code/Desktop, Cursor, or your own local-model agent loop) can query it directly. No cloud dependency, no API keys, no telemetry - it all runs on your machine.