"Bootstrap" matching MCP servers:

A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.

A lightweight local MCP server that gives MCP hosts read-only tools for health checks, grounded web research, chat over trusted sources, and generation of portable client config snippets. It also exposes the aw* bootstrap plan and backend-switching plan so builders can bootstrap, switch coding backends, and package integrations from Codex, Claude, or any MCP client.