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

$CRWV

BULLISH2026-09-23

Price around the call

↑ 2026-09-23

By horizon✗ miss-38.9%

✗ -3.4%

✗ -1.3%

21d

✗ -38.9%

Original post

Jim Liu · 2026-09-23

$CRWV Breakdown by @SixSigmaCapital Solid work by SixSigma to breakdown $CRWV. He is a doctor turned finance expert. Likely still practices too. Bare Metal Dominates We see that IaaS + PaaS aka GPU & Cloud Infrastructure is 99% of CRWV's Q2 2026 Revenue while SaaS aka Managed Software Services is 1%. Most AI Natives including the Frontier Labs prefer either bare metal while some like orchestration on top too. Nvidia + Open SourceAI stack allows AI Natives to actually be AI companies and not wrapper App companies. Yes OpenSource is popular but customized and in house by AI Natives. Much of OpenSource shows up as IaaS + PaaS revenue because Mom and Pop startups that need managed inference are small in revenue. Profitability While CRWV has negative net and operating incomes, it's gross

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