AI + live data · analyst records & stock signals
KoalCheckKoalCheck
LeaderboardMembershipBuilder
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).

CapabilitiesUser guide
← @bboczeng

$AXTI

BULLISH2026-05-24
Price around the call
↑ 2026-05-24
By horizon✗ miss-46.0%
1d
✗ -7.4%
5d
✗ -17.6%
21d
✗ -46.0%
Original post
KawzInvests · 2026-05-24

Photonics is not new. Fiber optic cable has crossed oceans since the 1980s. The alpha was a physics calculation made years before this chart went vertical. Copper degrades beyond 2 meters at 200G+ SerDes speeds. At 100K+ GPU cluster scale, NVIDIA modeled optical transceiver power consumption at 10 to 20x traditional cloud data centers. The industry's own operating philosophy was "copper if you can, optics if you must." That "must" moment was always coming. Clusters were going to get large enough to make it physics, not preference. Once they did, the entire supply chain from InP substrates to silicon photonic foundries had years of underinvestment priced in. The chart shows photonics vocabulary in earnings calls across NVIDIA, Coherent, Lumentum, Broadcom and six others going back to 20

View on X ↗
KoalCheckKoalCheck

Honest, price-verified track records for US-stock callers on X.

© 2026 KoalCheck. All rights reserved.

ProductLeaderboardCall streamHot tickersAI assistantMembershipBuilderMCP & API access
LegalTerms of ServicePrivacy PolicyDisclaimer
ContactX · @koalcheck[email protected]

KoalCheck is an information-aggregation and research tool — not investment advice. Data may be delayed or inaccurate. Investing involves risk; decide carefully.

Tweet content © its original authors. Data sources: public X content · SEC EDGAR · FINRA. Methodology and site design © KoalCheck.