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

← @haydencapital

$SMRT

BEARISH2025-08-30

Price around the call

↓ 2025-08-30

By horizon✓ hit-8.1%

✓ -1.2%

✓ -0.9%

21d

✓ -8.1%

Original post

Fred Liu · 2025-08-30

We published our latest Q2 2025 investor letter. In it, we discuss: - How can we apply the "Minimax" theory to the investing field? - Our 3 year journey with SmartRent $SMRT, and subsequent sale. - An ode to "catching crumbs" and being pirates again. Full letter is on our site here: https://t.co/6PpgEdHO4s

View on X ↗