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
← Back to home

链研社|AI First🔶💧✓

@lianyanshe · X · 81.4K followers
链研社|AI First🔶💧
Overall track record

✓ 39 settled·53.8%TRACKING

hit rate
53.8%
95% CI
38.6%–68.4%
Status
TRACKING
Long / Short
37 / 2
settled
39
Avg vs SPY
+7.0%
Recent momentum55.9%5d · n=34
⚠ Preliminary · maturing — NOT the verified record

Call timeline

All calls — 1d/5d early signal while the 21d window matures.

Graded calls

Settled 21-day outcomes — directional hit + return vs SPY.

$NETBULLISH2026-06-05✓ hit+9.4%
$CRCLBULLISH2026-06-05✗ miss-25.6%
$PDDBEARISH2026-05-27✓ hit-6.3%
$NOWBULLISH2026-05-20✗ miss-2.8%
$SNOWBULLISH2026-05-20✓ hit+40.2%

Maturing calls

Not yet settled — 1d/5d shown as an early signal only.

$SUIBULLISH2024-01-15Maturing · ~0 trading days to go
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.