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Native MCP & llms.txt Support

Give Your AI Agent Real-Time Crypto Intelligence

Live sentiment scores, curated news, and AI-driven trading signals delivered via a clean REST API built for the agentic era. Works with Claude, ChatGPT, Gemini, Grok and any LLM out of the box.

350+ coins tracked
5+ years historical data
Real-time sentiment & signals
MCP native support
Free sandbox forever

Crypto data is broken for AI agents

Standard crypto APIs were designed for humans building dashboards. Agents need something different โ€” structured, semantic, and signal-rich.

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Raw price data has no context

Knowing BTC is $67,000 tells your agent nothing. Is that bullish or bearish? Is sentiment rising or falling? Price alone is noise.

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News feeds aren't AI-ready

Scraping news for an agent means parsing HTML, deduplicating sources, and scoring relevance yourself. It's weeks of work before you even start building.

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No standard LLM integration

Most crypto APIs have no MCP server, no llms.txt, and no concept of agent-to-API communication. You're on your own writing glue code.

โœ…

Guavy solves all three

Sentiment scores, AI-curated news with metadata, trend signals, and native MCP + llms.txt support. One API. Your agent is live in minutes.

What builders are creating

From solo developers to institutional quant teams โ€” here's how Guavy's API powers real agentic workflows.

01 / Sentiment Monitor

Sentiment-Triggered Alert Agent

An agent that polls sentiment history across a portfolio of coins and fires alerts or webhooks when sentiment crosses defined thresholds. No manual monitoring required.

get-sentiment-history get-recent-briefs webhooks
02 / Trading Bot

Signal-Driven Autonomous Trader

Feed Guavy's buy/sell/hold signals and backtest data into an LLM-powered trading agent. Let it reason about when to enter and exit positions using AI-validated trend data.

get-current-action get-recommendations get-backtest-summary
03 / Research Agent

Daily Market Intelligence Brief

An agent that pulls the AI market summary, top movers, and coin-specific analysis each morning and composes a concise brief delivered to Slack, email, or a dashboard.

get-market-summary get-instrument-analysis get-trend-history
04 / RAG / Knowledge Base

Crypto-Aware LLM with Live Context

Inject live Guavy news briefs into your RAG pipeline so your LLM answers questions with up-to-the-minute market context โ€” not stale training data.

get-recent-briefs get-article llms.txt
05 / Mobile / App

AI-Powered Crypto App Backend

Build a mobile or web app that surfaces personalized coin recommendations, sentiment charts, and curated news โ€” all powered by a single Guavy API key.

list-symbols get-sentiment-history get-recommendations
06 / Institutional

Quant Fund Data Feed

Augment quantitative models with AI-generated sentiment and signal data for 350+ coins. Backtest against 5 years of historical trend data with structured JSON responses.

get-backtest-history get-sentiment-history get-trend-history

Live in under 5 minutes

No SDKs to install. Standard REST with Bearer token auth. Works with any HTTP client.

  • 1

    Get a free API key

    Sign up at data.guavy.com. No credit card needed for the Sandbox tier. Your key is ready instantly.

  • 2

    Point your agent at llms.txt

    Paste https://data.guavy.com/llms.txt into Claude, GPT, or any LLM. It contains the full API spec โ€” your agent knows exactly what to call and how.

  • 3

    Or call the REST API directly

    Standard GET endpoints. JSON responses. Add your Bearer token to the Authorization header and you're calling live crypto data in seconds.

  • 4

    Connect via MCP (optional)

    For native agent tool-use, use Guavy's MCP server to give your agent first-class access to sentiment, signals, and news as callable tools.

python
# Get live Bitcoin sentiment for your agent
import requests

API_KEY = "YOUR_GUAVY_API_KEY"
BASE = "https://data.guavy.com/api/v1"

headers = {
"Authorization": f"Bearer {API_KEY}"
}

# Fetch today's BTC sentiment
r = requests.get(
f"{BASE}/sentiment/get-sentiment-history/btc",
headers=headers,
params={"limit": 1}
)

today = r.json()["sentiment"][0]
print(f"BTC positive: {today['positive']}")
print(f"BTC negative: {today['negative']}")

# Get trade signal
signal = requests.get(
f"{BASE}/trades/get-current-action/btc/aggressive",
headers=headers
).json()

print(f"Signal: {signal['action']}")
# โ†’ Signal: Buy

Works with every LLM and framework

Native llms.txt support means any LLM can understand and call the Guavy API without custom instructions.

MCP Native
llms.txt
Claude (Anthropic)
ChatGPT
Gemini
Grok
LangChain
LlamaIndex
CrewAI
AutoGen
Any REST client

Your LLM already knows how to use Guavy

No prompt engineering. No custom function definitions. No glue code. Just point your agent at one URL.

๐Ÿ“„
llms.txt โ€” Machine-Readable API Spec
data.guavy.com/llms.txt

The complete Guavy API specification โ€” every endpoint, parameter, and response field โ€” formatted for direct LLM consumption. Point your agent at this URL and it will understand exactly what to call and how, with no additional setup required.

Claude Attach https://data.guavy.com/llms.txt as a document or paste the URL โ€” Claude will read the spec and write correct API calls immediately.
ChatGPT / Gemini / Grok Include the llms.txt URL in your system prompt or as context. The model will use it to generate valid requests without any custom tooling.
Any Agent Framework LangChain, CrewAI, AutoGen โ€” fetch llms.txt at runtime to give your agent a live, always-current view of the API surface.
View llms.txt โ†’
MCP
Model Context Protocol
Native tool-use for agents

For agents that use tool-calling natively, Guavy's MCP server exposes sentiment, signals, and news as first-class callable tools โ€” no REST wrappers needed.

MCP Setup Guide โ†’
Full API Reference

Prefer to build with the REST API directly? The complete docs cover every endpoint with example requests, response schemas, and code samples.

Read the Docs โ†’

Start free. Scale as you build.

Every plan includes a 30-day hassle-free trial. No credit card needed for Sandbox.

Sandbox
$0
/ month ยท free forever
  • Bitcoin (BTC) data
  • Live sentiment & news
  • 1 year historical data
  • 5,000 API requests / month
  • Personal use
Get Started Free
Commercial
$399
/ month ยท 30-day free trial
  • Everything in Quant
  • Custom request limits
  • Custom webhooks
  • Dedicated support
  • Commercial license
  • For apps, funds & agents
Start Free Trial

Questions from AI builders

How do I connect Guavy to Claude or another LLM?
The easiest way is to provide Claude (or any LLM) with the URL https://data.guavy.com/llms.txt. This file contains the complete API spec in a format LLMs understand natively. Your agent will know every endpoint, parameter, and response format without any additional setup. For MCP-native integration, use the Guavy MCP server so your agent can call crypto data as first-class tools.
Does Guavy support the Model Context Protocol (MCP)?
Yes. Guavy has native MCP server support, making it one of very few crypto data APIs that integrates directly with agentic frameworks that use MCP. This means your agent can discover and call Guavy endpoints as tools without writing any glue code or custom function definitions.
What does "real-time" mean โ€” how fresh is the data?
Sentiment scores, news briefs, and trade signals are updated continuously throughout the day. Price and market cap data reflects current market conditions. The get-market-summary and get-instrument-analysis endpoints are refreshed daily with AI-generated summaries of current conditions.
Can I use Guavy data in a commercial product or SaaS app?
Yes โ€” the Commercial plan ($399/month) includes a license for apps, funds, and agents. Sandbox and Quant are for personal use. If you need a custom arrangement โ€” white-label data, higher request limits, or bespoke integration โ€” contact our sales team.
How many coins does Guavy cover?
Guavy covers 350+ cryptocurrencies with full sentiment, news, and signal data. The Sandbox tier is limited to Bitcoin (BTC). Quant and Commercial plans unlock all coins. Use the list-symbols endpoint to get the full list programmatically.
Is there a rate limit I need to worry about?
The API has a limit of 10 simultaneous connections. Monthly request limits depend on your plan: 5,000 for Sandbox, 100,000 for Quant, and custom limits for Commercial. For large data syncs, use pagination parameters (limit and skip) to batch requests efficiently.

Your agent is missing
live crypto intelligence

Free sandbox forever. No credit card required. Live data in minutes.

Disclaimer: Guavy is a data and market intelligence provider, not an investment advisor. The information, signals, and market analysis provided by the Guavy mobile application, API, and related services are for informational purposes only and are not intended as financial advice, investment recommendations, or an endorsement of any particular trading strategy. Cryptocurrency trading is highly volatile, carries significant risk, and may not be suitable for all investors. Past performance is not indicative of future results. Users should consult with a qualified financial professional before making any investment decisions. Guavy makes no guarantee of trading profits or financial returns.

Real-Time Market Intelligence for Apps, Funds & Agents

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