AI + live data · analyst records & stock signals
KoalCheckKoalCheck
LeaderboardMembershipBuilder
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).

CapabilitiesUser guide
← @alvin0617

$AAOI

BULLISH2026-06-03
Price around the call
↑ 2026-06-03
By horizon✗ miss-42.6%
1d
✗ -10.2%
5d
✗ -12.3%
21d
✗ -42.6%
Original post
alvin617.eth 🦇🔊 · 2026-06-03

美股是可以有邏輯的玩的,對我來說最受用的還是黃仁勳的「蛋糕理論」和 Leopald 的「瓶頸投資邏輯」 以這次的 GTC 2026 大會來說,這張圖有三大亮點 1. PC 晶片, Nvidia 將會自己出筆電,將自身晶片嵌入其中 相關公司:聯發科正經歷歷史上最大的潛在市場規模擴張 ✨其餘相關:華碩、微星、宏碁、Dell、HP、Lenovo 從 Layer 4 橫向擴張到消費端,Nvidia 將開始分食 Intel/AMD 經營三十年的市場 Leopold 的瓶頸投資理論:台積電 3nm 產能,台積電持續擴產,稼動率維持高檔 2. 新一代的超級電腦 Vera Rubin 問世,也是 5 月開始新燃起的大敘事 Vera Rubin 6 月試產、7 月向微軟、Google、亞馬遜、Meta、甲骨文交付首批產品 ,Q3 大規模出貨 ✨核心受惠的幾個領域 - 印刷電路板 (PCB) 與銅箔基板 (CCL) - 記憶體與先進封裝 - 液冷散熱系統 - 系統組裝、機構件與網通電源 - 矽光子 / CPO 光通訊 蛋糕 Layer 3-6 市場規模全面升級 Leopold 瓶頸 #1:HBM4 記憶體全球只有三家供應商(SK Hynix / Samsung / Micron) Leopold 瓶頸 #2:液冷散熱 Vera Rubin 訓練性能為 Blackwell 的 3.5 倍,這也是當前記憶體類股上漲的大動能之一 而最近興起的光通訊領域,則是跟 Vera Rubin 出貨量有關 出貨量越大,Spectrum-X CPO 交換器的需求等比放大 相關公司:Coherent、Lumentum、Applied Optoelectronics $COHR $LITE $AAOI 3. 實體 AI - 機器人時代將至,即將 IPO 的宇樹科技(unitree

View on X ↗
KoalCheckKoalCheck

Honest, price-verified track records for US-stock callers on X.

© 2026 KoalCheck. All rights reserved.

ProductLeaderboardCall streamHot tickersAI assistantMembershipBuilderMCP & API access
LegalTerms of ServicePrivacy PolicyDisclaimer
ContactX · @koalcheck[email protected]

KoalCheck is an information-aggregation and research tool — not investment advice. Data may be delayed or inaccurate. Investing involves risk; decide carefully.

Tweet content © its original authors. Data sources: public X content · SEC EDGAR · FINRA. Methodology and site design © KoalCheck.