AI + live data · analyst records & stock signals

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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).

Capabilities User guide

$CBRS

BULLISH2026-06-09

Price around the call

↑ 2026-06-09

By horizon✗ miss-17.3%

1d

✗ -6.2%

5d

✗ -12.1%

21d

✗ -17.3%

Original post

旺牛牛仔 · 2026-06-09

昨天韩股熔断，全网又开始喊"AI半导体泡沫破了"。然后白毛股神 @aleabitoreddit 说了一句话： "机构喊泡沫的时候，往往不是在提醒你，而是它们需要流动性。" 想想看：如果 #HBM 真是泡沫，SK海力士为什么还在扩产？如果AI算力过剩，黄仁勋为什么在晶圆上写"Please Make More"？如果需求见顶，为什么HBM订单被锁到2027年，交付率只有50%？答案很简单：不是AI主线被证伪了，是前面涨太快，机构需要在恐慌里拿筹码、换仓位、重新定价。美股从来只有回调和长牛，没有泡沫破裂。 $CBRS 、 $SIVE、 $INTC 、 $MRVL 一个周末全拉回来了。跌下去的每一次，都是机构从散户手里抢筹码的过程。分清楚谁只是蹭AI概念涨上去的，谁是真的卡在GPU、HBM、封装、光互联这些瓶颈环节里。前者跌了可能就没了。后者跌下来，反而是送钱的机会。机构不是我们的朋友。但我们可以学会在它们制造恐慌的时候，站到它们那一边。