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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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$AMD

BULLISH2026-08-21

Price around the call

↑ 2026-08-21

By horizonMaturing · ~8 trading days to go

1d

✓ +4.6%

5d

✓ +2.6%

21d

…

Original post

Mike · 2026-08-21

$AMD | Data Center Operating Income Margin 📶🧵 DC Operating Margin Q2 2025: 21.0% Q3 2025: 19.9% Q4 2025: 21.7% Q1 2026: 23.0% Q2 2026: 29.4% Q3 2026 is likely to be above 30% Now, we are not even in the inflection quarter for Helios Rack and EPYC Venice aggressive Ramp yet, but Q2 2026 Operating Margin already jumped +6.4 percentage points in a single quarter. AKA Massive Margin Expansion. This shows significant operating leverage: every incremental dollar of revenue is converting into operating income at a much higher rate. From Q4 2026, most will see even a bigger expansion, and improve QoQ in the next 3-5 years. @AMD Data Center Operating Margin could go as high as 50-55% next year, meaning $100B would have $50-$55B in operating income. This is the beauty of letting TSMC handli