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

$GEV

BULLISH2026-07-07

Price around the call

↑ 2026-07-07

By horizonMaturing · ~8 trading days to go

…

✗ -2.7%

21d

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Original post

Jim Liu · 2026-07-07

Power: Gas Turbines Supply Chain Great article by @pequityresearch breaking down how a gas power plant works and possible bottleneck components. Natural gas is cheap but the infrastructure to convert natural gas to reliable power is not. Natural gas will be a large part of the grid and major power supply for BTM Datacenters 1. Gas Turbines themselves made only by $GEV, Mitsubishi, and Siemens. There are not just metal blades but alot of material science in superalloy metallurgy to endure high temperatures, pressure, centrifugal force, and combustion oscillations. Each turbine can cost 250m+ (1). 2. Large Power Transformers - these have long lead times because are are made custom for each site design. 3. GSU (generator step up) transformers have long lead time to connect generation to t

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