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

← @tengyanai

$NBIS

BEARISH2026-10-05

Price around the call

↓ 2026-10-05

By horizonMaturing · ~6 trading days to go

✓ -4.9%

✓ -17.1%

21d

…

Original post

Teng Yan · 2026-10-05

what one neocloud raised on oct 1: 1. RAM: +41% 2. AMD CPU cores: +25% 3. B300: +21% 4. H200: +20% 5. B200: +19% 6. H100: +17% that's nebius's on-demand price list. i flagged the CPU rise in september. what i missed: the biggest rise on the list is plain memory, ahead of every GPU. separately, on wednesday AWS raises its reserved GPU blocks 15% across B300, B200, H200 and H100. so the memory squeeze is now showing up on a cloud price list. trendforce sees DRAM contract prices up another 10-15% this quarter, so i don't think the RAM line is done. imo this is what a broad shortage of chips looks like. $NBIS

View on X ↗