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

← @jimmyhuli

$AAOI

BEARISH2026-08-06

Price around the call

↓ 2026-08-06

By horizon✓ hit-16.8%

✓ -2.0%

✗ +10.4%

21d

✓ -16.8%

Original post

Jimmy狐狸 · 2026-08-06

$AAOI 基本 inline，管理层基本也回答了我关心的问题 - 营收 $191.9M vs est. $190.48M - EPS $0.06 vs est. 0.02 - 800G 持续放量，QoQ +100% 仍然维持了很激进的 26H2、27 年的营收目标 - Q3 营收 $275.5M vs est. $264.56M 提到了 1.6T 需求强劲，但是没有给具体的数字与 timeline？1.6T 会是未来主力，现在还没有看到确定性，这会是以后需要关注的重点 AAOI 的 thesis 一直都是看 26H2、27年放量的，Q1 和 Q2 只是开胃菜而已。所以我会一直拿着，现在看到财报大家也可以安心了，本次财报表现，比上一季的 double miss 已经强了很多！

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