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

$KLAC

BEARISH2026-07-28

Price around the call

↓ 2026-07-28

By horizonMaturing · ~21 trading days to go

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21d

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Original post

Teng Yan · 2026-07-28

Also: $KLAC reports tonight. Ignore the revenue beat (probably) Listen for allocation, lead times and customer urgency. If customers are still scrambling for process control tools, the AI buildout is still speaking. If the discussion shifts to ASPs and mix, the signal is getting weaker.

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