Real things to build with Guavy
Curated prompts and scripts that turn Guavy's live market data across crypto, forex, and commodities into concrete outcomes. Each recipe is a single job-to-be-done. Pick one, paste, run.
// How It Works
Four steps from idea to insight
Every recipe follows the same pattern. Pick the outcome, connect Guavy once, and your agent does the rest. No glue code, no custom endpoints.
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Pick a recipe
Browse real jobs-to-be-done below. Each one maps to a concrete outcome: briefs, alerts, scans, comparisons.
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Grab a free API key
Sign up at guavy.com. Sandbox tier is free forever and covers every recipe on this page.
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Connect Guavy to your AI tool
Two-minute setup for Claude Desktop, ChatGPT, Cursor, or VS Code with the AI Integration Hub. Or call the REST API directly if you prefer.
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Paste the prompt and run
Each recipe is a copy-paste prompt. Swap the ticker, hit run, read the report.
// The Recipes
Pick a job. Paste the prompt.
Each recipe pulls live Guavy data through the MCP server or REST API and returns a structured result. No client-side state, no glue code, no hand-wiring endpoints.
Morning Brief
A 4-line brief on one coin: today's sentiment polarity, current trade signal, top news headline, and trend strength.
Portfolio Pulse
One line per watchlist coin: price direction, sentiment polarity, and whether the signal is Buy / Sell / Hold.
Entry Opportunity Scan
A ranked shortlist of coins with a fresh buy signal supported by positive sentiment and a strong-or-solid trend.
Coin Comparison
Side-by-side 30-day view of 2–5 coins: sentiment drift, trend changes, and any news-impact divergence.
Sentiment Flip Watch
Lists any watchlist coin whose sentiment polarity has reversed (positive ↔ negative dominant) in the past 24 hours.
Market Snapshot
One paragraph summarizing overall crypto market conditions today, grounded in Guavy's AI-generated market summary.
News Digest
A dated digest of the top N news briefs with sentiment, clout, and impacted coins, ready for email or RSS.
Weekly Sentiment Report
A weekly CSV or markdown report showing the 7-day sentiment trajectory for a user-supplied list of coins.
FUD Spike Alert
Notifies when a coin's FUD score crosses into high-fear territory above a configurable threshold.
Signal Change Alert
Pushes a notification whenever the current trade action for a watched coin transitions (Buy → Hold, Hold → Sell, etc.).
New Buy Listing
Posts to Slack any time a brand-new aggressive buy appears in get-recent-buys (days_in_trade = 0).
Narrative Break
Flags when a coin's speculation score is elevated, an early signal of a narrative shift before price moves.
Price–Sentiment Divergence
Identifies coins where recent price action and sentiment are moving in opposite directions, a watchlist candidate list.
Trend Strength Scan
Lists every coin currently showing a Strong or Solid trend with confirming positive sentiment.
Speculation Watch
Ranks watchlist coins by speculation score to surface the most hype-driven names of the week.
Strategy Backtest Review
Plain-English interpretation of a backtest summary, contextualized against current market conditions.
Exit Check
For each open position, returns the current action and a one-line reason rooted in sentiment and trend.
Watchlist Ranking
Ranks watchlist coins on a simple 0–100 attractiveness score composed from sentiment, signal, and trend.
Risk Profile Filter
Returns current buy signals filtered to match a chosen risk profile (conservative vs aggressive).
Daily Trade Journal
Auto-generates a dated journal entry capturing today's signals, sentiment shifts, and market tone.
Forex Sentiment Flip
Lists any major currency whose sentiment polarity flipped (positive ↔ negative dominant) since the prior reading.
Forex Macro Divergence
Flags majors where 7-day price and sentiment are pulling in opposite directions, a contrarian shortlist.
Commodity Supply-Shock Watch
Fires when a commodity's news turns fearful: FUD-biased briefs above a configurable threshold across energy, metals, and agriculture.
Commodity Sentiment Board
A one-line-per-commodity board: today's dominant sentiment polarity and its shift from the prior reading, across energy, metals, and ag.
// Why Recipes
From idea to insight, faster
Concrete advantages over stitching endpoints yourself.
Time to first report
Paste the prompt, swap a ticker, hit run. Most recipes return a complete result in under 60 seconds.
No glue to write
Your agent picks the right tools and composes the result. You own the prompt; Guavy owns the plumbing.
Every number has a source
Each prompt asks the agent to cite the Guavy tool every fact came from. No hallucinated prices, no phantom sentiment.
Native agent tool-use
Recipes run through the Guavy MCP server so your agent calls sentiment, signals, and news as first-class tools.
// Works In
Every recipe, every agent
Recipes are MCP-native so they work in any tool with MCP support. The prompts are vanilla. They also run in ChatGPT with the Guavy action, or directly from Python and Node.
// Get started
Ship the recipe.
Keep the API key.
Free sandbox forever. Every recipe on this page runs on the Sandbox tier.