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

← @aleabitoreddit

$AAOI

BULLISH2026-08-10

Price around the call

↑ 2026-08-10

By horizonMaturing · ~0 trading days to go

✓ +2.5%

✗ -1.8%

21d

…

Original post

Serenity · 2026-08-10

Be Barrons: - Wants to write about optical supply supply chains like $AAOI - Hiring DPT: who needs engineers to write about this something this simple? Let’s find underpaid political philosophy backgrounds. - proceeds to find a new hire from nonprofit communication consulting - first day on job: gets paid to model revenue ramp/margins projections, CW laser bottlenecks, internal capacity - New hire: “I don’t understand this sht”, “looks like a memestock” Barrons: “Memestock? looks like our next article, I don’t understand either”.

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