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

Fred Liu✓

@haydencapital · X · 41.2K followers
Fred Liu
Overall track record

✓ 33 settled·39.4%TRACKING

hit rate
39.4%
95% CI
24.7%–56.3%
Status
TRACKING
Long / Short
30 / 3
settled
33
Avg vs SPY
-4.7%
Recent momentum51.7%5d · n=29
⚠ 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.

$RKTBULLISH2026-02-26✗ miss-18.2%
$SEBULLISH2026-02-26✗ miss-20.2%
$EDUBEARISH2026-02-26✗ miss+7.7%
$APPBULLISH2026-02-20✓ hit+18.5%
$APPBULLISH2026-02-19✓ hit+14.3%

Maturing calls

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

$PDDBULLISH2024-03-14Maturing · ~0 trading days to go
$APPBULLISH2024-02-14Maturing · ~0 trading days to go
$PDDBULLISH2024-02-12Maturing · ~0 trading days to go
$LIBULLISH2024-01-30Maturing · ~0 trading days to go
$PDDBULLISH2023-12-06Maturing · ~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.