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

← @borrowed_ideas

$SHOP

BULLISH2026-02-12

Price around the call

↑ 2026-02-12

By horizon✓ hit+15.0%

✓ +0.6%

✓ +4.0%

21d

✓ +15.0%

Original post

Mostly Borrowed Ideas · 2026-02-12

"While $SHOP gross profit compounded at ~26% CAGR since 2022, its operating expenses (S&M, R&D, and G&A) grew by only ~2% CAGR during this period." Shopify's Miraculous Momentum: https://t.co/ezGEIE1lOG https://t.co/WDbrMgAx78

View on X ↗