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

← @jiahanjimliu

$OUST

BULLISH2026-06-15

Price around the call

↑ 2026-06-15

By horizon✗ miss-12.6%

✗ -3.5%

✗ -2.7%

21d

✗ -12.6%

Original post

Jim Liu · 2026-06-15

Got assigned on my $OUST CSP last week. $OUST is now a 0.82% position for me. I see the top 3 lidar engineering team with Hesai, Waymo, and Ouster. With Hesai being headquartered in mainland China and Waymo being mostly internal usage, Ouster has a good chance in many markets with superior product even with higher pricing. Here they are expanding in Korea, a hotbed for industrial and manufacturing robots.

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