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

← @growthrapidly

$AAOI

BULLISH2026-08-22

Price around the call

↑ 2026-08-22

By horizonMaturing · ~7 trading days to go

✓ +4.8%

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21d

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Original post

Joel · 2026-08-22

$AAOI down more than 10% after hours because of the new $600M ATM. I think the reaction is overdone. This is an authorization to sell UP TO $600M of shares over time. It is not a $600M stock sale that happened tonight. Even if the entire ATM is eventually used near current prices, we're talking roughly 5–6% dilution. Meanwhile, nothing announced tonight changes AAOI's customer demand, 800G/1.6T growth story or capacity expansion. The market is pricing the dilution immediately while giving almost no credit to what that $600M could help AAOI build.

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