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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

← @皮特王美股价值论

$NVDA

BEARISH2026-03-17

Price around the call

↓ 2026-03-17

By horizon✗ miss+4.1%

1d

✓ -0.8%

5d

✓ -0.5%

21d

✗ +4.1%

Original post

皮特王美股价值论 · 2026-03-17

据说，有人问某个投资者是怎么做投资的，他就说马斯克搞什么我就搞什么。我也给关注龙虾和agent的朋友一个有意思的视角，那就是看马斯克的相关说法和做法。因为Agent的实质是自动化，就是提高效率。而在这个地球上，没有人比马斯克更重视效率、也更懂怎么提高效率了。不要听卖芯片的和做AI的人说什么，因为他们很可能只是在做推销而已。马斯克做了自动驾驶系统FSD，也做了AI大模型xAI，还在做机器人Optimus。却从来没有去做或者去用什么agent。我可以比较有把握地推测，马斯克是看不上这类agent的。要么你就有大资本和高技术，直接做更复杂的系统和产品，要么你就别瞎忙活了。对于自动化和效率，马斯克有自己完整的方法论，那就是著名的“五步法”：1、质疑需求Make requirements less dumb2、删除Delete the part or process3、简化/优化Simplify / Optimize4、加速Accelerate cycle time5、自动化Automate最难的是第1步和第2步，最简单的是第5步。没有前面两步，直接从第5步开始，这就是现在龙虾热的真相，也就是投机取巧、想走捷径的人性弱点的又一次大型呈现。按马斯克的标准，很多热衷在内部推行龙虾的老板不如先裁员50%，很多用龙虾的个人不如先砍掉手头这些无聊的工作，重新找点不需要用龙虾却更需要深度思考的事情做。$谷歌A(GOOGL)$ $特斯拉(TSLA)$ $英伟达(NVDA)$