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

$SPCX

BEARISH2026-10-05

Price around the call

↓ 2026-10-05

By horizonMaturing · ~6 trading days to go

✓ -2.3%

✓ -8.8%

21d

…

Original post

Jim Liu · 2026-10-05

50.8 GW Deployed in 2027 Alone! Nvidia GPU will take up a 54% majority of that power needing 27.8GW to deploy. Even if $SPCX and solana:5aQcoaSyy7fnhvpRHasBUAMH2nL5tTjVrmFw6BeGmoon deploy 7-8GW each, and all other hyperscalers and smaller clouds deploy around expectations with some having delays there will be a ~10GW shortfall. Meaning ORCL faces a 6 month delay on 2/5 of their GW scale sites coming online next year, Nscale misses their target, frauds like FirmusAI and SharonAI miss bigly, we will get a ~10W shortfall. This is not too aggressive as this means Oracle will still meet schedule on three of their other GW sites coming up next year.

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