Connect your AI client via MCP

Endpoint (paste into an MCP client — anonymous, free, no key)

https://mcp.koalcheck.com/mcp

Or copy this and send it to your AI to set it up:

Add the "koalcheck" MCP server to my client and connect. It is a remote Streamable-HTTP server at https://mcp.koalcheck.com/mcp — connect anonymously, no API key or login needed (the free tools work right away). If my client supports a remote/HTTP MCP server directly, just use that URL. If my client config only accepts a local command (e.g. Claude Desktop's mcpServers, which rejects a bare "url"), bridge it with command "npx" and args ["-y","mcp-remote","https://mcp.koalcheck.com/mcp"]. Then tell me to fully restart the client, and list the koalcheck tools you can call. It provides US-equity research tools built on an analyst track-record engine (who has actually been right, priced vs SPY, cross-checked with SEC & FINRA).

Capabilities User guide

← @realjgbanks

$QQQ

BEARISH2026-07-18

Price around the call

↓ 2026-07-18

By horizonMaturing · ~14 trading days to go

✗ +1.0%

✓ -1.6%

21d

…

Original post

Justin Banks · 2026-07-18

AI SUPERCYCLE vs. THE DOT-COM BUBBLE This is a Major WARNING A Dotcom style crash hits the Dotcom Peak EXACTLY Coincidence? I mapped three historical drawdown scenarios onto today’s AI cycle: • -30% = Typical major bear market (COVID) • -50% = Financial Crisis–scale decline • -84% = Dot-com collapse Good news the $QQQ and the Market Always recovers. Are you prepared for this type of drawdown?

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