coingecko-api

name	coingecko-api
description	Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going back years, exchange volumes, trending tokens, and category filters. Best for macro analysis and long-term historical data.
dependencies	["httpx","pandas","numpy"]
tags	["api","market-data","crypto","historical","macro"]

CoinGecko API Skill

Query the CoinGecko API for comprehensive crypto market data — prices, historical charts, exchange volumes, trending tokens, global stats, and category breakdowns. The free tier requires no API key and supports 30 calls/min.

When to Use This Skill

• Macro analysis: Global market cap, BTC dominance, total volume trends
• Historical data: Daily/hourly OHLCV going back years (not minutes-level)
• Cross-exchange comparisons: Exchange volume rankings and trust scores
• Trending/discovery: What tokens are trending on CoinGecko in the last 24h
• Category analysis: Compare DeFi vs L1 vs meme coin market caps
• Token research: Full metadata including links, description, community stats

Use Birdeye or DexScreener instead for real-time Solana DEX data, new token launches, or sub-daily granularity on Solana tokens.

Quick Start

Get Current Prices

import httpx

# No API key needed for free tier
resp = httpx.get(
    "https://api.coingecko.com/api/v3/simple/price",
    params={"ids": "solana,bitcoin,ethereum", "vs_currencies": "usd",
            "include_24hr_change": "true"},
)
data = resp.json()
for coin, info in data.items():
    print(f"{coin}: ${info['usd']:.2f} ({info['usd_24h_change']:+.1f}%)")

Get Top Coins by Market Cap

import httpx

resp = httpx.get(
    "https://api.coingecko.com/api/v3/coins/markets",
    params={"vs_currency": "usd", "order": "market_cap_desc",
            "per_page": 10, "page": 1, "sparkline": "false"},
)
for coin in resp.json():
    print(f"{coin['symbol'].upper():>6}  ${coin['current_price']:>10,.2f}  "
          f"MCap: ${coin['market_cap']/1e9:.1f}B  "
          f"24h: {coin['price_change_percentage_24h']:+.1f}%")

Get Historical Price Data

import httpx
import pandas as pd

resp = httpx.get(
    "https://api.coingecko.com/api/v3/coins/solana/market_chart",
    params={"vs_currency": "usd", "days": "90", "interval": "daily"},
)
data = resp.json()
df = pd.DataFrame(data["prices"], columns=["timestamp", "price"])
df["date"] = pd.to_datetime(df["timestamp"], unit="ms")
df = df.set_index("date").drop(columns=["timestamp"])
print(df.describe())

Get OHLC Candle Data

import httpx

resp = httpx.get(
    "https://api.coingecko.com/api/v3/coins/solana/ohlc",
    params={"vs_currency": "usd", "days": "30"},
)
# Returns [[timestamp, open, high, low, close], ...]
candles = resp.json()
for c in candles[-5:]:
    print(f"  O={c[1]:.2f}  H={c[2]:.2f}  L={c[3]:.2f}  C={c[4]:.2f}")

Global Market Stats

import httpx

resp = httpx.get("https://api.coingecko.com/api/v3/global")
g = resp.json()["data"]
print(f"Total Market Cap:  ${g['total_market_cap']['usd']/1e12:.2f}T")
print(f"24h Volume:        ${g['total_volume']['usd']/1e9:.0f}B")
print(f"BTC Dominance:     {g['market_cap_percentage']['btc']:.1f}%")
print(f"Active Coins:      {g['active_cryptocurrencies']:,}")

Trending Coins

import httpx

resp = httpx.get("https://api.coingecko.com/api/v3/search/trending")
for item in resp.json()["coins"]:
    coin = item["item"]
    print(f"#{coin['market_cap_rank'] or '?':>4}  {coin['name']} ({coin['symbol']})")

Authentication

The free tier requires no API key (30 calls/min). For higher limits, get a Pro key from https://www.coingecko.com/en/api/pricing and set:

export COINGECKO_API_KEY="CG-xxxxxxxxxxxxxxxxxxxx"

Pro requests use a different base URL and header:

import os, httpx

API_KEY = os.getenv("COINGECKO_API_KEY", "")
if API_KEY:
    BASE_URL = "https://pro-api.coingecko.com/api/v3"
    HEADERS = {"x-cg-pro-api-key": API_KEY}
else:
    BASE_URL = "https://api.coingecko.com/api/v3"
    HEADERS = {}

Rate Limiting

Free tier: 30 requests/min. Implement backoff on 429 responses:

import time, httpx

def cg_get(url: str, params: dict, max_retries: int = 3) -> dict:
    """GET with retry on rate limit."""
    for attempt in range(max_retries):
        resp = httpx.get(url, params=params, headers=HEADERS, timeout=15.0)
        if resp.status_code == 429:
            wait = 2 ** attempt * 10
            print(f"Rate limited, waiting {wait}s...")
            time.sleep(wait)
            continue
        resp.raise_for_status()
        return resp.json()
    raise RuntimeError("Max retries exceeded")

Finding CoinGecko Token IDs

CoinGecko uses slug-style IDs (e.g., solana, bitcoin, usd-coin). To find an ID from a contract address or name, see references/id_mapping.md.

Quick lookup by contract address (useful for Solana tokens):

import httpx

# Look up by Solana contract address
contract = "So11111111111111111111111111111111111111112"
resp = httpx.get(
    "https://api.coingecko.com/api/v3/coins/solana/contract/"
    + contract
)
coin = resp.json()
print(f"ID: {coin['id']}, Name: {coin['name']}")

Key Limitations

• No real-time data: Prices update every 1-2 minutes on free tier
• Limited Solana coverage: Many newer Solana tokens are not listed
• OHLC granularity: Only 1/7/14/30/90/180/365 day windows, candle size depends on the window (see references/endpoints.md)
• Historical gaps: Some tokens have missing data for early periods
• Free tier throttling: 30 req/min means batch operations need careful pacing

See references/data_quality.md for detailed notes on data gaps and tier differences.

Files

References

• references/endpoints.md — Complete endpoint reference with parameters, response schemas, and rate limits
• references/id_mapping.md — How to find CoinGecko IDs for tokens, contract address mapping, search tips
• references/data_quality.md — Data quality notes, historical gaps, free vs pro tier differences

Scripts

• scripts/fetch_market_data.py — Fetch top coins, trending tokens, and global stats (supports --demo mode)
• scripts/historical_analysis.py — Fetch historical OHLCV data and compute returns, volatility, drawdown (supports --demo mode)