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

← @beth_kindig

$TSM

BULLISH2026-07-31

Price around the call

↑ 2026-07-31

By horizon✓ hit+1.4%

✓ +0.9%

✓ +1.0%

21d

✓ +1.4%

Original post

Beth Kindig · 2026-07-31

TSMC's $TSM CoWoS capacity is expected to grow from 675K wafers in 2025 to 1.275M in 2026 and 2.31M in 2027. The 2027 forecast represents a significant upward revision from the previous estimate of 1.74M, reflecting accelerating AI-driven demand. https://t.co/GPFTeduVRe

View on X ↗