get_stock_research

dev.stocklake/stocklake · Verify this server

Full AI research bundle for a stock in one call — fundamentals, AI-generated summary, recent AI-classified news, insider/institutional signal, and recent trade signal history. Replaces 4 separate calls: get_stock + get_stock_news + get_insider_activity + get_signals (for one symbol). Returns: - stock: price, name, sector, rsi, pe_forward, market_cap, 52-week range, analyst data - ai_summary: verdict, ai_score (0-100)/ai_score_band (Weak/Moderate/Strong/ Very Strong — stock_ai_summary.py's own composite, same scale/band convention as signal_score but a distinct field/pipeline), full summary, key_points, risks, price_at_generation, generated_at, headline (one-sentence plain-language take), near_term (stance/confidence over <4 weeks — technicals/momentum-weighted), longer_term (stance/confidence over a multi-month horizon — fundamentals/analyst/institutional-flow-weighted). headline/near_term/longer_term are null on summaries generated before this schema shipped — until that symbol's next regeneration, fall back to verdict/ai_score. - news: last 3 high-relevance articles (title, published_at, ai_sentiment, news_score [0-100], news_score_band, ai_summary) - sentiment: signal, insider_score (0-100)/insider_score_band, insider_trend (buying/selling/neutral, or null with no transactions in the window), institutional_pct - signals[]: up to the 5 most recent trade signals for this symbol in the last 90 days (direction, rationale, signal_score [0-100], signal_score_band [human-readable label — "Weak"/"Moderate"/"Strong"/"Very Strong" — or null alongside a null signal_score], source, expires, flagged_at). Empty if nothing in that window. Recency-gated, not gated on whether Stocklake's own trading engine still holds the signal live — a signal it dropped or let expire is still a real, useful fact about what the pipeline found, so it stays in this list rather than disappearing the moment our own paper trader moves on. All data is pre-computed by the Stocklake AI pipeline — no live AI calls on request. Pro tier only. For informational purposes only. Not financial advice.