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

← @tengyanai

$TSM

BULLISH2026-07-17

Price around the call

↑ 2026-07-17

By horizonMaturing · ~14 trading days to go

✓ +4.7%

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21d

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Original post

Teng Yan · 2026-07-17

1/ TSMC printed a great quarter: - Full year growth raised to “slightly above 40%” - Capex raised to $60-64B The number that matters is Q3 gross margin: 67.7% → guided to 65-67%. The market wants caution BUT I think it’s evidence the AI buildout is still accelerating. $TSM https://t.co/jTaaNncrj8

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