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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).

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← @ramahluwalia

$MSFT

BULLISH2026-06-04

Price around the call

↑ 2026-06-04

By horizon✗ miss-9.3%

1d

✗ -1.4%

5d

✗ -6.8%

21d

✗ -9.3%

Original post

Ram Ahluwalia CFA, Lumida · 2026-06-04

THE GREAT JUNK STOCK RALLY Let me share with you what we see from a factor perspective. The chart below shows market-neutral long short baskets of various factors. The factors in green -- Animal Spirits (and Volatility) have had an incredible run since March. This would include unprofitable tech, story stocks, anything having to do with 'semiconductor bottleneck' stocks and so forth, space stocks, etc. The boxes highlighted in yellow collectively represent the 'Quality Factor'. These are names with profitable earnings growth, priced well. They are also names HFs tend to own. You can see these names are near their lows after having had a great run thru early 2026. Notably, the 12 month Momentum factor is also near its lows. Those quality stocks had momentum. What's happening toda