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

← @tengyanai

$NOK

BULLISH2026-06-22

Price around the call

↑ 2026-06-22

By horizon✗ miss-29.6%

✓ +0.8%

✗ -4.9%

21d

✗ -29.6%

Original post

Teng Yan · 2026-06-22

nokia is doing a 10x capacity expansion of its Pennsylvania photonics chip plant, with new capacity online by end of Q3 2026. the ramp looks demand-pulled rather than speculative: in Q1, Nokia booked EUR 1B of AI & Cloud orders, AI/cloud sales grew 49%, Optical Networks grew 20%, and management raised 2026 growth expectations for Optical plus IP Networks to 18 to 20%. $NOK

View on X ↗