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

← @beth_kindig

$NVDA

BULLISH2026-07-13

Price around the call

↑ 2026-07-13

By horizonMaturing · ~12 trading days to go

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✗ -1.7%

21d

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Original post

Beth Kindig · 2026-07-13

Nvidia $NVDA says a Vera Rubin NVL72 rack paired with a Groq 3 LPX rack can deliver up to 35X higher token throughput per MW, creating up to a 10X revenue opportunity for AI factories versus Blackwell. Meanwhile, acquiring 1 TB of HBM through Blackwell GPUs costs more than 5X as much as adding 1 TB of DDR5. The I/O Fund’s latest two-part analysis breaks down why offload engines may become a key solution for scaling memory independently of GPUs. https://t.co/uPYR85mgXx

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