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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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← @wealthcode99978

$UMC

BULLISH2026-04-27
Price around the call
↑ 2026-04-27
By horizon✓ hit+88.5%
1d
✓ +9.4%
5d
✓ +18.5%
21d
✓ +88.5%
Original post
Wealth Code · 2026-04-27

🔥一张图看懂光子产业链:从材料到网络,7层结构正在被市场重新定价 THE 7 LAYERS OF PHOTONICS Materials & Wafers(底层材料) $AXTI $IQE $WOLF $COHR $LWLG Tools(设备制造) $ASML $AMAT $LRCX Lasers(光源层) $LITE $COHR $LASR $SMTC Foundries(制造环节) $TSM $TSEM $GFS $UMC $INTC Test, Inspection & Packaging(测试与封装) $AEHR $VIAV $ONTO $AMKR $FN Optics(光模块) $AAOI $POET $GLW Networking(网络连接) $CRDO $MRVL $AVGO $ANET $CIEN 很多人只看到AI算力的爆发,但真正支撑这一切的,是光子与高速互联这一整条产业链。 从最底层材料,到光源、制造,再到最终的数据传输网络,这7层结构正在同步被资本市场重新定价。 而不同阶段,对应的机会、节奏与风险完全不同。 围绕文中提及的核心产业链拆解、重点标的、目标价、深度研究,以及具体交易策略,我们已经在平台中做了更系统的整理。 同时,我们的独家量化买卖信号系统,也会持续辅助识别不同层级中的关键买入与卖出节奏。 有兴趣的可以自行查看,入口在个人简介里。 你更看好这一轮机会是在上游材料,还是下游网络应用? 🔥Pivot · 高低点捕捉交易系统 · Pivot Trading System👇

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