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

← @rihardjarc

$CBRS

BULLISH2026-09-03

Price around the call

↑ 2026-09-03

By horizon✗ miss-17.1%

✗ -4.3%

✗ -12.5%

21d

✗ -17.1%

Original post

Rihard Jarc · 2026-09-03

On Sep 16th, I am hosting a really insightful live webinar about Token Economics (usage trends, model tradeoffs, and best-practice token optimizations). I will be joined by Kyle, a former Anthropic technical staff member; Andy, Chief Strategy Officer at Cerebras ( $CBRS ); and Chris, SVP of Product at AlphaSense. Each represents a different angle on token economics (frontier lab view, infrastructure/semi view, and big token consumer customer view). You can register for free and join me and my guests for a discussion that will be filled with insights from the industry: https://t.co/hv5tDYaK8R

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