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

← @bdinvestingg

$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

Bilaal- BD investing · 2026-08-06

$AAOI Q2’26 EARNINGS CRUSHED ✅ Revenue: $191.9M vs. $190M Est. ✅ EPS: $0.06 vs. $0.01 Est. ✅ Non-GAAP Net Income: $5.5M vs. $1.7M Est. Q3 Guidance ✅ Revenue: $255M–$290M vs. $278M Est. ❌ EPS: $0.11–$0.26 vs. $0.28 Est. ❌ Net Income: $10.1M–$24.0M vs. $25.2M Est. Other Q2 Metrics • Non-GAAP Gross Margin: 29.8% • GAAP Gross Margin: 27.7% • Revenue grew 86% YoY

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