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

BULLISH2026-09-12

Price around the call

↑ 2026-09-12

By horizon✓ hit+3.2%

✗ -2.7%

✓ +0.6%

21d

✓ +3.2%

Original post

Jim Liu · 2026-09-12

Good correction from @Agrippa_Inv: $SPCX and Anthropic is $30/MW. The 50 figure is from incorrectly taking the minimal denominator of “atleast 300MW”. Contract economics is determined by how tight the market is. Current trend is waiting is good and backlogs are bad because the market is getting tighter. Time for contract signs matters more than big name labs, cool sounding enterprises. At the end of the day Anthropic/OpenAI will be able to outbid any smaller enterprise. The market just has to be tight.

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