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

← @jiahanjimliu

$MU

BULLISH2026-06-23

Price around the call

↑ 2026-06-23

By horizon✗ miss-12.9%

✓ +15.6%

✗ -3.3%

21d

✗ -12.9%

Original post

Jim Liu · 2026-06-23

I think HBM has more runway but what’s absurd to me is that Memorable 3 will have more 2027 profits than Magnificent 7. Memorable 3 > Magnificent 7 is great news for $MU. But one day it will seem absurd when you realize that Magnificent 7 is writing most of Memorable’s paycheck.

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