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

← @rihardjarc

$MSFT

BULLISH2026-06-04

Price around the call

↑ 2026-06-04

By horizon✗ miss-9.3%

✗ -1.4%

✗ -6.8%

21d

✗ -9.3%

Original post

Rihard Jarc · 2026-06-04

I just published some of my thoughts on why I don't think most of the economy will run on SOTA AI models, why we are in a transitional phase, and why hyperscalers like $AMZN, $MSFT, $GOOGL, and $META stand to gain the most in the next leg of AI. https://t.co/YqnX4tRyP7

View on X ↗