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

← @nrossolillo

$AEHR

BULLISH2026-07-15

Price around the call

↑ 2026-07-15

By horizonMaturing · ~14 trading days to go

✗ -2.8%

✓ +6.8%

21d

…

Original post

Nicholas Rossolillo · 2026-07-15

$AEHR did an excellent job pivoting from SiC to AI and silicon photonics test and burn-in. The stock has been a top one on investors' radar for years now, and that's well priced in. There are other companies in the mix though, too. Maybe not top-tier like Aehr, but even top-tier at too rich a valuation can be problematic. Updating on CSI this morning on alternatives.

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