We extract live token prices, historical OHLCV charts, order book depth, exchange liquidity, and tokenomics from CoinMarketCap. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Crypto Assets objects from coinmarketcap.com. All fields typed and schema-versioned.
"asset_id": "1", "name": "Bitcoin", "symbol": "BTC", "cmc_rank": 1, "price_usd": 64231.45, "circulating_supply": 19684125, "market_cap": 1264351829341.21, "percent_change_24h": 2.14
| # | asset_id | name | symbol | slug | cmc_rank | num_market_pairs |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Historical Data objects from coinmarketcap.com. All fields typed and schema-versioned.
"symbol": "ETH", "timestamp": "2026-05-12T00:00:00Z", "open": 3412.15, "high": 3541.9, "low": 3390.1, "close": 3520.45, "volume": 14239102451.0, "market_cap": 423104928102.5
| # | asset_id | symbol | timestamp | open | high | low |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Exchange Markets objects from coinmarketcap.com. All fields typed and schema-versioned.
"exchange_name": "Binance", "market_pair": "SOL/USDT", "base_symbol": "SOL", "quote_symbol": "USDT", "price_quote": 145.23, "volume_24h_quote": 841920341.5, "depth_negative_2_pct": 1423910.25, "fee_type": "percentage"
| # | exchange_id | exchange_name | exchange_slug | market_pair | base_symbol | quote_symbol |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Derivatives objects from coinmarketcap.com. All fields typed and schema-versioned.
"exchange_name": "Bybit", "pair": "BTCUSDT", "contract_type": "perpetual", "open_interest": 2145023941.1, "funding_rate": 0.01, "price": 64235.1, "index_price": 64234.95, "last_updated": "2026-05-12T09:14:00Z"
| # | exchange_name | pair | contract_type | open_interest | volume_24h | funding_rate |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Tokenomics & On-Chain objects from coinmarketcap.com. All fields typed and schema-versioned.
"symbol": "LINK", "contract_address": "0x514910771af9ca656af840dff83e8264ecf986ca", "platform_name": "Ethereum", "platform_symbol": "ETH", "addresses_count": 712941, "active_addresses_24h": 4192, "transaction_count_24h": 12491, "large_tx_volume": 41920341.5
| # | asset_id | symbol | contract_address | platform_name | platform_symbol | addresses_count |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our CoinMarketCap scraper handles every layer of the platform: live pricing, historical OHLCV, exchange order books, and tokenomics — with Cloudflare bypass, WebSocket interception, and rate limit circumvention built in.
Capture real-time pricing, 24h volume, market cap, and percentage changes across thousands of crypto assets.
Extract open, high, low, close, and volume data at daily, hourly, or minute-level intervals for backtesting models.
Track liquidity, bid-ask spread, and 2% depth metrics across Binance, Coinbase, Kraken, and hundreds of other exchanges.
Monitor circulating supply, total supply, max supply, and fully diluted valuation for fundamental analysis.
Map tokens to their underlying blockchain platforms with verified smart contract addresses and block explorer links.
Extract liquidity pool metrics, trading volumes, and yield farming APYs from decentralised exchanges.
Monitor perpetual futures, open interest, funding rates, and basis spreads across major derivatives platforms.
Group assets by ecosystem (e.g., Solana Ecosystem, Layer 1, DeFi, Gaming) to track sector performance.
Intercept live WebSocket connections to stream sub-second price updates directly to your webhook or API.
Brief in. Clean data out.
Provide token symbols, exchange names, category URLs, or historical date ranges. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, WebSocket interception, and Cloudflare bypass for coinmarketcap.com.
Schema validation, null-rate checks, price-outlier detection, and sample historical data before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
CoinMarketCap invests heavily in scraping detection. Here is how we stay resilient — and why quants choose managed infrastructure over DIY.
CoinMarketCap uses aggressive Cloudflare bot protection. Our crawlers use residential ISP proxies with realistic browser fingerprints, solving Turnstile challenges via automated CapSolver integration to maintain continuous access.
Live price updates on CoinMarketCap are streamed via WebSockets, not standard HTTP requests. Our Playwright instances intercept these WSS connections, decoding the binary frames to extract sub-second pricing data.
CoinMarketCap aggressively rate-limits its internal APIs. We distribute requests across thousands of rotating residential IPs, managing session cookies and headers per node to circumvent IP bans and HTTP 429 errors.
CoinMarketCap frequently alters its DOM structure. We bypass HTML parsing where possible, extracting raw structured data directly from Next.js __NEXT_DATA__ JSON payloads embedded in the page source.
Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, schema drift, and coverage drops — and respond before you notice. SLA uptime is contractual, not aspirational.
Quantitative funds feed years of historical OHLCV and volume data into backtesting engines to validate trading models.
Asset managers ingest live pricing and circulating supply metrics to update NAV calculations and rebalance index funds.
Analysts track sector tags, tokenomics, and exchange listing velocity to identify emerging narratives and investment opportunities.
Researchers audit circulating versus total supply metrics across competing Layer 1 protocols to evaluate inflation schedules.
Market makers monitor 2% depth and bid-ask spreads across hundreds of exchanges to optimise routing algorithms.
Accounting firms extract historical end-of-day pricing to calculate capital gains and ensure regulatory compliance.
"CoinMarketCap aggregates the entire crypto ecosystem — but running continuous, high-frequency extraction against their infrastructure requires serious circumvention engineering."
Most teams underestimate the investment required: reliable CoinMarketCap scraping requires Cloudflare bypass, WebSocket interception, and residential proxies to maintain continuous feeds. DataFlirt absorbs that complexity so your quants can focus on alpha — not infrastructure.
Everything supported by our coinmarketcap.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, WebSocket interception, and Cloudflare challenges. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across global regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About coinmarketcap.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available pricing and market data from CoinMarketCap is generally permissible under applicable law. DataFlirt targets only public, non-authenticated market data. We do not extract personal data, circumvent authentication walls, or violate GDPR. Clients should review CoinMarketCap's ToS and consult legal counsel for specific use cases.
We use residential ISP proxies, full Playwright browser sessions with realistic fingerprints, and automated CapSolver integration to resolve Turnstile challenges. We monitor for HTTP 403/429 rate spikes in real time and trigger pool rotation automatically.
We can extract historical OHLCV data back to the inception date of the token as listed on CoinMarketCap, subject to platform availability. Data can be aggregated at daily, hourly, or minute-level intervals.
Yes. By intercepting WebSocket connections, we can stream sub-second price updates directly to your infrastructure via Webhook, avoiding the latency of standard HTTP polling.
Yes. We can extract order book depth, trading volume, and market pairs for specific exchanges (e.g., Binance, Coinbase) as listed on CoinMarketCap's exchange market pages.
Our smallest packages start at a defined token list (typically top 1,000 assets) with daily delivery. For full market coverage, high-frequency updates, or custom schema requirements, we price based on volume and delivery frequency.
Yes. We track circulating supply, total supply, max supply, and fully diluted valuation, allowing you to monitor inflation schedules and token un-locks over time.
Absolutely. We provide a sample run of up to 100 assets or 5 years of historical data for a specific token as part of the pre-engagement scoping process — so you can validate schema fit, field completeness, and data quality before signing any contract.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off historical OHLCV dump or a continuous live pricing feed across 10,000 tokens — we scope, build, and operate the pipeline. Tell us what you need.
