AI + live data · analyst records & stock signals
KoalCheckKoalCheck
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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

Platform capabilities

Everything the platform can do — surfaced on-site where we have the data, and available programmatically over MCP.

Analyst track record & X

analyst_track_recordLive on siteAI assistant · MCP

An analyst's historical call record — hit rate, abnormal return, confidence interval.

Open →
ticker_call_historyAI assistant · MCP

Every analyst call on a given ticker, over time.

analyst_viewsvia MCP

An analyst's latest views & calls pulled from X.

analyst_profileAI assistant · MCP

Analyst profile — followers, activity, sectors covered.

analyst_debatevia MCP

Side-by-side bull/bear takes from multiple analysts on one ticker.

search_xvia MCP

Search X posts by keyword or ticker.

Scoring & screening

score_tickerAI assistant · MCP

Composite score for a ticker — analyst sentiment + fundamentals + flow signals.

screen_stocksAI assistant · MCP

Screen stocks by score, attention and signals.

SEC / FINRA · official data

insider_activityAI assistant · MCP

SEC insider buying/selling (Form 4).

fundamentalsAI assistant · MCP

Company fundamentals from SEC filings.

material_eventsAI assistant · MCP

8-K material event disclosures.

short_volumeAI assistant · MCP

FINRA daily short volume & short ratio.

Retail social signals

ticker_social_sentimentAI assistant · MCP

Aggregated retail social sentiment for a ticker.

stocktwits_symbolAI assistant · MCP

StockTwits message volume & sentiment for a symbol.

trending_tickersLive on siteAI assistant · MCP

Tickers trending in chatter right now.

Open →
reddit_attentionAI assistant · MCP

Reddit attention for a ticker.

wsb_trendingAI assistant · MCP

What's hot on r/wallstreetbets.

Connect to our MCP

Point any MCP client (e.g. Claude) at our endpoint to use every tool above programmatically — analyst track records, scoring, screening, SEC/FINRA data and retail signals.

https://mcp.koalcheck.com/mcp
{
  "mcpServers": {
    "stockpicker": {
      "url": "https://mcp.koalcheck.com/mcp"
    }
  }
}
User guide →
KoalCheckKoalCheck

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

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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.