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

← @beth_kindig

$LITE

BULLISH2026-05-22

Price around the call

↑ 2026-05-22

By horizon✗ miss-3.4%

✗ -0.9%

✓ +11.8%

21d

✗ -3.4%

Original post

Beth Kindig · 2026-05-22

Lumentum $LITE is under-shipping the market by >30%. Even after planning to increase capacity by 50%, the company expects the gap to widen. That imbalance is driving pricing power, margin expansion, and EPS growth — and the $NVDA CPO ramp has barely begun. Read more below.👇 https://t.co/56L1uRo7JW

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