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

BEARISH2026-10-26

Price around the call

↓ 2026-10-26

By horizonMaturing · ~21 trading days to go

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21d

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Original post

Jim Liu · 2026-10-26

Overall, @elonmusk is right that among 200+ Neoclouds, names like FirmusAI, NextDC, Nscale, Crusoe, SharonAI are at risk of having delays leading to idle depreciating GPUs and not being able to obtain financing. There are many more smaller Neoclouds that I haven't heard of that have higher risk than the ones I listed. I do believe there is a temporary freeze for non-hyperscaler or IG grade debt right now as banks are uncertain who to lend to. Credit can freeze and unfreeze. After the unfreeze, there will be a spread among lower and higher risk Neoclouds so it's not like it's going to be a permanent lockout on credit if you aren't Hyperscaler or $SPCX.

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