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

← @alc2022

$DUOL

BULLISH2026-10-23

Price around the call

↑ 2026-10-23

By horizonMaturing · ~19 trading days to go

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21d

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Original post

Antonio Linares · 2026-10-23

Per the current state of AI scaling laws, the following seems to be true: 1. Whatever value AI is delivering to customers today 2. It'll be able to deliver in a year's time at a fraction of the cost $DUOL has gone from $0.30 per video call to $0.01 Many examples of this

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