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

$SE

BULLISH2026-01-18

Price around the call

↑ 2026-01-18

By horizon✗ miss-6.5%

✗ -1.2%

✓ +2.2%

21d

✗ -6.5%

Original post

Fred Liu · 2026-01-18

#Southeast Asia Logistics Where there used to be dozens of players, now there's just two that matter - Shopee Express, and J&T (>60% combined market share). In a high fixed cost business, Scale > Order Density (across both Geography x Time) > Lowest Cost per Parcel = Competitive Moat. Parcel delivery cost has declined -45% over 4 years. h/t @momentumasia. $SE $1519.HK

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