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

$GLW

BEARISH2026-07-19

Price around the call

↓ 2026-07-19

By horizonMaturing · ~16 trading days to go

✗ +5.2%

…

21d

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Original post

Nicholas Rossolillo · 2026-07-19

We are very much in the "ask hard questions" part of the "buy now ask hard questions later" part of the semi industry melt-up of late 2025 to 2026. For example, $GLW. Last year, many recognized the value. But now? Prompting the LLM to talk about products, explaining the "bottleneck," and stuffing them into "secular trend" buzzwords does not mean value still exists at this point. https://t.co/RcLDlH4qnv

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