Agent Toolbelt adds live stock analysis

This is a smart pivot from generic agent utilities into a narrow workflow where MCP actually creates obvious value: live data plus synthesis. The real product is less “stock picking” and more a trusted research layer for Claude.

• –Parallel tool calls are the key advantage: the model can gather valuation, earnings history, insider signals, and thesis framing in one pass.
• –The pitch is strongest for due diligence and first-pass research; it should complement filings and human judgment, not replace them.
• –A free tier and no-signup demo lower friction, which matters a lot for an MCP product trying to spread through Claude users.
• –Claude Code support broadens the use case from chat-based research into repeatable workflows for developers and power users.
• –The biggest risk is data provenance: finance tools live or die on source quality, timestamps, and how well the product handles stale or conflicting inputs.