base on A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges # CCXT – CryptoCurrency eXchange Trading Library [](https://travis-ci.com/ccxt/ccxt) [](https://npmjs.com/package/ccxt) [](https://pypi.python.org/pypi/ccxt) [](https://www.npmjs.com/package/ccxt) [](https://discord.gg/ccxt) [](https://github.com/ccxt/ccxt/wiki/Exchange-Markets) [](https://twitter.com/ccxt_official) A JavaScript / Python / PHP / C# library for cryptocurrency trading and e-commerce with support for many bitcoin/ether/altcoin exchange markets and merchant APIs. ### [Install](#install) · [Usage](#usage) · [Manual](https://github.com/ccxt/ccxt/wiki) · [FAQ](https://github.com/ccxt/ccxt/wiki/FAQ) · [Examples](https://github.com/ccxt/ccxt/tree/master/examples) · [Contributing](https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.md) · [Social](#social) The **CCXT** library is used to connect and trade with cryptocurrency exchanges and payment processing services worldwide. It provides quick access to market data for storage, analysis, visualization, indicator development, algorithmic trading, strategy backtesting, bot programming, and related software engineering. It is intended to be used by **coders, developers, technically-skilled traders, data-scientists and financial analysts** for building trading algorithms. Current feature list: - support for many cryptocurrency exchanges — more coming soon - fully implemented public and private APIs - optional normalized data for cross-exchange analytics and arbitrage - an out of the box unified API that is extremely easy to integrate - works in Node 10.4+, Python 3, PHP 8.1+, netstandard2.0/2.1 and web browsers ## Sponsored Promotion [](https://www.bitmex.com/ccxt-trading-campaign) ## See Also - _{[](https://tab-trader.com/?utm_source=ccxt)} **[TabTrader](https://tab-trader.com/?utm_source=ccxt)** – trading on all exchanges in one app. Available on **[Android](https://play.google.com/store/apps/details?id=com.tabtrader.android&referrer=utm_source%3Dccxt)** and **[iOS](https://itunes.apple.com/app/apple-store/id1095716562?mt=8)**! - _{[](https://www.freqtrade.io)} **[Freqtrade](https://www.freqtrade.io)** – leading opensource cryptocurrency algorithmic trading software! - _{[](https://www.octobot.online)} **[OctoBot](https://www.octobot.online)** – cryptocurrency trading bot with an advanced web interface. - _{[](https://tokenbot.com/?utm_source=github&utm_medium=ccxt&utm_campaign=algodevs)} **[TokenBot](https://tokenbot.com/?utm_source=github&utm_medium=ccxt&utm_campaign=algodevs)** – discover and copy the best algorithmic traders in the world. ## Certified Cryptocurrency Exchanges | logo | id | name | ver | type | certified | pro | discount | |-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------|-----------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------:|------|-----------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------:|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binance | [Binance](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://developers.binance.com/en) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binancecoinm | [Binance COIN-M](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://binance-docs.github.io/apidocs/delivery/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binanceusdm | [Binance USDⓈ-M](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://binance-docs.github.io/apidocs/futures/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | | [](https://bingx.com/invite/OHETOM) | bingx | [BingX](https://bingx.com/invite/OHETOM) | [](https://bingx-api.github.io/docs/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.bitget.com/expressly?languageType=0&channelCode=ccxt&vipCode=tg9j) | bitget | [Bitget](https://www.bitget.com/expressly?languageType=0&channelCode=ccxt&vipCode=tg9j) | [](https://www.bitget.com/api-doc/common/intro) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](http://www.bitmart.com/?r=rQCFLh) | bitmart | [BitMart](http://www.bitmart.com/?r=rQCFLh) | [](https://developer-pro.bitmart.com/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](http://www.bitmart.com/?r=rQCFLh) | | [](https://www.bitmex.com/app/register/NZTR1q) | bitmex | [BitMEX](https://www.bitmex.com/app/register/NZTR1q) | [](https://www.bitmex.com/app/apiOverview) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://www.bitmex.com/app/register/NZTR1q) | | [](https://www.bybit.com/register?affiliate_id=35953) | bybit | [Bybit](https://www.bybit.com/register?affiliate_id=35953) | [](https://bybit-exchange.github.io/docs/inverse/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.coinbase.com/join/58cbe25a355148797479dbd2) | coinbase | [Coinbase Advanced](https://www.coinbase.com/join/58cbe25a355148797479dbd2) | [](https://developers.coinbase.com/api/v2) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://international.coinbase.com) | coinbaseinternational | [Coinbase International](https://international.coinbase.com) | [](https://docs.cloud.coinbase.com/intx/docs) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.coinex.com/register?refer_code=yw5fz) | coinex | [CoinEx](https://www.coinex.com/register?refer_code=yw5fz) | [](https://docs.coinex.com/api/v2) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://crypto.com/exch/kdacthrnxt) | cryptocom | [Crypto.com](https://crypto.com/exch/kdacthrnxt) | [](https://exchange-docs.crypto.com/exchange/v1/rest-ws/index.html) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://crypto.com/exch/kdacthrnxt) | | [](https://www.gate.io/signup/2436035) | gate | [Gate.io](https://www.gate.io/signup/2436035) | [](https://www.gate.io/docs/developers/apiv4/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://www.gate.io/signup/2436035) | | [](https://global.hashkey.com/en-US/register/invite?invite_code=82FQUN) | hashkey | [HashKey Global](https://global.hashkey.com/en-US/register/invite?invite_code=82FQUN) | [](https://hashkeyglobal-apidoc.readme.io/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.htx.com.vc/invite/en-us/1h?invite_code=6rmm2223) | htx | [HTX](https://www.htx.com.vc/invite/en-us/1h?invite_code=6rmm2223) | [](https://huobiapi.github.io/docs/spot/v1/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://www.htx.com.vc/invite/en-us/1h?invite_code=6rmm2223) | | [](https://app.hyperliquid.xyz/) | hyperliquid | [Hyperliquid](https://app.hyperliquid.xyz/) | [](https://hyperliquid.gitbook.io/hyperliquid-docs/for-developers/api) | dex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.kucoin.com/ucenter/signup?rcode=E5wkqe) | kucoin | [KuCoin](https://www.kucoin.com/ucenter/signup?rcode=E5wkqe) | [](https://docs.kucoin.com) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://futures.kucoin.com/?rcode=E5wkqe) | kucoinfutures | [KuCoin Futures](https://futures.kucoin.com/?rcode=E5wkqe) | [](https://docs.kucoin.com/futures) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.mexc.com/register?inviteCode=mexc-1FQ1GNu1) | mexc | [MEXC Global](https://www.mexc.com/register?inviteCode=mexc-1FQ1GNu1) | [](https://mexcdevelop.github.io/apidocs/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | | [](https://www.okx.com/join/CCXT2023) | okx | [OKX](https://www.okx.com/join/CCXT2023) | [](https://www.okx.com/docs-v5/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://www.okx.com/join/CCXT2023) | | [](https://woox.io/register?ref=DIJT0CNL) | woo | [WOO X](https://woox.io/register?ref=DIJT0CNL) | [](https://docs.woox.io/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://woox.io/register?ref=DIJT0CNL) | | [](https://dex.woo.org/en/trade?ref=CCXT) | woofipro | [WOOFI PRO](https://dex.woo.org/en/trade?ref=CCXT) | [](https://orderly.network/docs/build-on-evm/building-on-evm) | dex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | [](https://dex.woo.org/en/trade?ref=CCXT) | ## Supported Cryptocurrency Exchanges The CCXT library currently supports the following 106 cryptocurrency exchange markets and trading APIs: | logo | id | name | ver | type | certified | pro | |-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------|----------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------:|------|-----------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------| | [](https://ace.io/) | ace | [ACE](https://ace.io/) | [](https://github.com/ace-exchange/ace-offical-api-docs) | cex | | | | [](https://alpaca.markets) | alpaca | [Alpaca](https://alpaca.markets) | [](https://alpaca.markets/docs/) | cex | | [](https://ccxt.pro) | | [](https://ascendex.com/en-us/register?inviteCode=EL6BXBQM) | ascendex | [AscendEX](https://ascendex.com/en-us/register?inviteCode=EL6BXBQM) | [](https://ascendex.github.io/ascendex-pro-api/#ascendex-pro-api-documentation) | cex | | [](https://ccxt.pro) | | [](https://bequant.io/referral/dd104e3bee7634ec) | bequant | [Bequant](https://bequant.io/referral/dd104e3bee7634ec) | [](https://api.bequant.io/) | cex | | [](https://ccxt.pro) | | [](https://b1.run/users/new?code=D3LLBVFT) | bigone | [BigONE](https://b1.run/users/new?code=D3LLBVFT) | [](https://open.big.one/docs/api.html) | cex | | | | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binance | [Binance](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://developers.binance.com/en) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binancecoinm | [Binance COIN-M](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://binance-docs.github.io/apidocs/delivery/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.binance.us/?ref=35005074) | binanceus | [Binance US](https://www.binance.us/?ref=35005074) | [](https://github.com/binance-us/binance-official-api-docs) | cex | | [](https://ccxt.pro) | | [](https://accounts.binance.com/en/register?ref=D7YA7CLY) | binanceusdm | [Binance USDⓈ-M](https://accounts.binance.com/en/register?ref=D7YA7CLY) | [](https://binance-docs.github.io/apidocs/futures/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://bingx.com/invite/OHETOM) | bingx | [BingX](https://bingx.com/invite/OHETOM) | [](https://bingx-api.github.io/docs/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://bit2c.co.il/Aff/63bfed10-e359-420c-ab5a-ad368dab0baf) | bit2c | [Bit2C](https://bit2c.co.il/Aff/63bfed10-e359-420c-ab5a-ad368dab0baf) | [](https://www.bit2c.co.il/home/api) | cex | | | | [](https://bitbank.cc/) | bitbank | [bitbank](https://bitbank.cc/) | [](https://docs.bitbank.cc/) | cex | | | | [](https://ref.bitbns.com/1090961) | bitbns | [Bitbns](https://ref.bitbns.com/1090961) | [](https://bitbns.com/trade/#/api-trading/) | cex | | | | [](https://www.bitfinex.com) | bitfinex | [Bitfinex](https://www.bitfinex.com) | [](https://docs.bitfinex.com/v2/docs/) | cex | | [](https://ccxt.pro) | | [](https://www.bitfinex.com/?refcode=P61eYxFL) | bitfinex1 | [Bitfinex](https://www.bitfinex.com/?refcode=P61eYxFL) | [](https://docs.bitfinex.com/v1/docs) | cex | | [](https://ccxt.pro) | | [](https://bitflyer.com) | bitflyer | [bitFlyer](https://bitflyer.com) | [](https://lightning.bitflyer.com/docs?lang=en) | cex | | | | [](https://www.bitget.com/expressly?languageType=0&channelCode=ccxt&vipCode=tg9j) | bitget | [Bitget](https://www.bitget.com/expressly?languageType=0&channelCode=ccxt&vipCode=tg9j) | [](https://www.bitget.com/api-doc/common/intro) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.bithumb.com) | bithumb | [Bithumb](https://www.bithumb.com) | [](https://apidocs.bithumb.com) | cex | | [](https://ccxt.pro) | | [](http://www.bitmart.com/?r=rQCFLh) | bitmart | [BitMart](http://www.bitmart.com/?r=rQCFLh) | [](https://developer-pro.bitmart.com/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.bitmex.com/app/register/NZTR1q) | bitmex | [BitMEX](https://www.bitmex.com/app/register/NZTR1q) | [](https://www.bitmex.com/app/apiOverview) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.bitopro.com) | bitopro | [BitoPro](https://www.bitopro.com) | [](https://github.com/bitoex/bitopro-offical-api-docs/blob/master/v3-1/rest-1/rest.md) | cex | | [](https://ccxt.pro) | | [](https://www.bitrue.com/affiliate/landing?cn=600000&inviteCode=EZWETQE) | bitrue | [Bitrue](https://www.bitrue.com/affiliate/landing?cn=600000&inviteCode=EZWETQE) | [](https://github.com/Bitrue-exchange/bitrue-official-api-docs) | cex | | [](https://ccxt.pro) | | [](https://bitso.com/?ref=itej) | bitso | [Bitso](https://bitso.com/?ref=itej) | [](https://bitso.com/api_info) | cex | | | | [](https://www.bitstamp.net) | bitstamp | [Bitstamp](https://www.bitstamp.net) | [](https://www.bitstamp.net/api) | cex | | [](https://ccxt.pro) | | [](https://bit.team/auth/sign-up?ref=bitboy2023) | bitteam | [BIT.TEAM](https://bit.team/auth/sign-up?ref=bitboy2023) | [](https://bit.team/trade/api/documentation) | cex | | | | [](https://bitvavo.com/?a=24F34952F7) | bitvavo | [Bitvavo](https://bitvavo.com/?a=24F34952F7) | [](https://docs.bitvavo.com/) | cex | | [](https://ccxt.pro) | | [](https://bl3p.eu) | bl3p | [BL3P](https://bl3p.eu) | [](https://github.com/BitonicNL/bl3p-api/tree/master/docs) | cex | | | | [](https://blockchain.com) | blockchaincom | [Blockchain.com](https://blockchain.com) | [](https://api.blockchain.com/v3) | cex | | [](https://ccxt.pro) | | [](https://blofin.com/register?referral_code=f79EsS) | blofin | [BloFin](https://blofin.com/register?referral_code=f79EsS) | [](https://blofin.com/docs) | cex | | [](https://ccxt.pro) | | [](https://btc-alpha.com/?r=123788) | btcalpha | [BTC-Alpha](https://btc-alpha.com/?r=123788) | [](https://btc-alpha.github.io/api-docs) | cex | | | | [](https://www.btcbox.co.jp/) | btcbox | [BtcBox](https://www.btcbox.co.jp/) | [](https://blog.btcbox.jp/en/archives/8762) | cex | | | | [](https://btcmarkets.net) | btcmarkets | [BTC Markets](https://btcmarkets.net) | [](https://api.btcmarkets.net/doc/v3) | cex | | | | [](https://www.btcturk.com) | btcturk | [BTCTurk](https://www.btcturk.com) | [](https://github.com/BTCTrader/broker-api-docs) | cex | | | | [](https://www.bybit.com/register?affiliate_id=35953) | bybit | [Bybit](https://www.bybit.com/register?affiliate_id=35953) | [](https://bybit-exchange.github.io/docs/inverse/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://cex.io/r/0/up105393824/0/) | cex | [CEX.IO](https://cex.io/r/0/up105393824/0/) | [](https://trade.cex.io/docs/) | cex | | [](https://ccxt.pro) | | [](https://www.coinbase.com/join/58cbe25a355148797479dbd2) | coinbase | [Coinbase Advanced](https://www.coinbase.com/join/58cbe25a355148797479dbd2) | [](https://developers.coinbase.com/api/v2) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://coinbase.com/) | coinbaseexchange | [Coinbase Exchange](https://coinbase.com/) | [](https://docs.cloud.coinbase.com/exchange/docs/) | cex | | [](https://ccxt.pro) | | [](https://international.coinbase.com) | coinbaseinternational | [Coinbase International](https://international.coinbase.com) | [](https://docs.cloud.coinbase.com/intx/docs) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://partner.coincatch.cc/bg/92hy70391729607848548) | coincatch | [CoinCatch](https://partner.coincatch.cc/bg/92hy70391729607848548) | [](https://coincatch.github.io/github.io/en/) | cex | | [](https://ccxt.pro) | | [](https://coincheck.com) | coincheck | [coincheck](https://coincheck.com) | [](https://coincheck.com/documents/exchange/api) | cex | | | | [](https://www.coinex.com/register?refer_code=yw5fz) | coinex | [CoinEx](https://www.coinex.com/register?refer_code=yw5fz) | [](https://docs.coinex.com/api/v2) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://coinlist.co) | coinlist | [Coinlist](https://coinlist.co) | [](https://trade-docs.coinlist.co) | cex | | | | [](https://coinmate.io?referral=YTFkM1RsOWFObVpmY1ZjMGREQmpTRnBsWjJJNVp3PT0) | coinmate | [CoinMate](https://coinmate.io?referral=YTFkM1RsOWFObVpmY1ZjMGREQmpTRnBsWjJJNVp3PT0) | [](https://coinmate.docs.apiary.io) | cex | | | | [](https://go.coinmetro.com/?ref=crypto24) | coinmetro | [Coinmetro](https://go.coinmetro.com/?ref=crypto24) | [](https://documenter.getpostman.com/view/3653795/SVfWN6KS) | cex | | | | [](https://coinone.co.kr) | coinone | [CoinOne](https://coinone.co.kr) | [](https://doc.coinone.co.kr) | cex | | | | [](https://coins.ph/) | coinsph | [Coins.ph](https://coins.ph/) | [](https://coins-docs.github.io/rest-api) | cex | | | | [](https://www.coinspot.com.au/register?code=PJURCU) | coinspot | [CoinSpot](https://www.coinspot.com.au/register?code=PJURCU) | [](https://www.coinspot.com.au/api) | cex | | | | [](https://crypto.com/exch/kdacthrnxt) | cryptocom | [Crypto.com](https://crypto.com/exch/kdacthrnxt) | [](https://exchange-docs.crypto.com/exchange/v1/rest-ws/index.html) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://currency.com/trading/signup?c=362jaimv&pid=referral) | currencycom | [Currency.com](https://currency.com/trading/signup?c=362jaimv&pid=referral) | [](https://currency.com/api) | cex | | [](https://ccxt.pro) | | [](https://app.defx.com/join/6I2CZ7) | defx | [Defx X](https://app.defx.com/join/6I2CZ7) | [](https://docs.defx.com/docs) | dex | | | | [](https://www.delta.exchange/app/signup/?code=IULYNB) | delta | [Delta Exchange](https://www.delta.exchange/app/signup/?code=IULYNB) | [](https://docs.delta.exchange) | cex | | | | [](https://www.deribit.com/reg-1189.4038) | deribit | [Deribit](https://www.deribit.com/reg-1189.4038) | [](https://docs.deribit.com/v2) | cex | | [](https://ccxt.pro) | | [](https://www.digifinex.com/en-ww/from/DhOzBg?channelCode=ljaUPp) | digifinex | [DigiFinex](https://www.digifinex.com/en-ww/from/DhOzBg?channelCode=ljaUPp) | [](https://docs.digifinex.com) | cex | | | | [](https://www.ellipx.com) | ellipx | [Ellipx](https://www.ellipx.com) | [](https://docs.google.com/document/d/1ZXzTQYffKE_EglTaKptxGQERRnunuLHEMmar7VC9syM) | cex | | | | [](https://exmo.me/?ref=131685) | exmo | [EXMO](https://exmo.me/?ref=131685) | [](https://exmo.me/en/api_doc?ref=131685) | cex | | | | [](https://fmfw.io/referral/da948b21d6c92d69) | fmfwio | [FMFW.io](https://fmfw.io/referral/da948b21d6c92d69) | [](https://api.fmfw.io/) | cex | | | | [](https://www.gate.io/signup/2436035) | gate | [Gate.io](https://www.gate.io/signup/2436035) | [](https://www.gate.io/docs/developers/apiv4/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://gemini.com/) | gemini | [Gemini](https://gemini.com/) | [](https://docs.gemini.com/rest-api) | cex | | [](https://ccxt.pro) | | [](https://global.hashkey.com/en-US/register/invite?invite_code=82FQUN) | hashkey | [HashKey Global](https://global.hashkey.com/en-US/register/invite?invite_code=82FQUN) | [](https://hashkeyglobal-apidoc.readme.io/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://hitbtc.com/?ref_id=5a5d39a65d466) | hitbtc | [HitBTC](https://hitbtc.com/?ref_id=5a5d39a65d466) | [](https://api.hitbtc.com) | cex | | | | [](https://pro.hollaex.com/signup?affiliation_code=QSWA6G) | hollaex | [HollaEx](https://pro.hollaex.com/signup?affiliation_code=QSWA6G) | [](https://apidocs.hollaex.com) | cex | | [](https://ccxt.pro) | | [](https://www.htx.com.vc/invite/en-us/1h?invite_code=6rmm2223) | htx | [HTX](https://www.htx.com.vc/invite/en-us/1h?invite_code=6rmm2223) | [](https://huobiapi.github.io/docs/spot/v1/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.huobi.co.jp/register/?invite_code=znnq3) | huobijp | [Huobi Japan](https://www.huobi.co.jp/register/?invite_code=znnq3) | [](https://api-doc.huobi.co.jp) | cex | | [](https://ccxt.pro) | | [](https://app.hyperliquid.xyz/) | hyperliquid | [Hyperliquid](https://app.hyperliquid.xyz/) | [](https://hyperliquid.gitbook.io/hyperliquid-docs/for-developers/api) | dex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://idex.io) | idex | [IDEX](https://idex.io) | [](https://api-docs-v3.idex.io/) | dex | | [](https://ccxt.pro) | | [](https://www.independentreserve.com) | independentreserve | [Independent Reserve](https://www.independentreserve.com) | [](https://www.independentreserve.com/API) | cex | | [](https://ccxt.pro) | | [](https://indodax.com/ref/testbitcoincoid/1) | indodax | [INDODAX](https://indodax.com/ref/testbitcoincoid/1) | [](https://github.com/btcid/indodax-official-api-docs) | cex | | | | [](https://www.kraken.com) | kraken | [Kraken](https://www.kraken.com) | [](https://docs.kraken.com/rest/) | cex | | [](https://ccxt.pro) | | [](https://futures.kraken.com/) | krakenfutures | [Kraken Futures](https://futures.kraken.com/) | [](https://docs.futures.kraken.com/#introduction) | cex | | [](https://ccxt.pro) | | [](https://www.kucoin.com/ucenter/signup?rcode=E5wkqe) | kucoin | [KuCoin](https://www.kucoin.com/ucenter/signup?rcode=E5wkqe) | [](https://docs.kucoin.com) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://futures.kucoin.com/?rcode=E5wkqe) | kucoinfutures | [KuCoin Futures](https://futures.kucoin.com/?rcode=E5wkqe) | [](https://docs.kucoin.com/futures) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://kuna.io?r=kunaid-gvfihe8az7o4) | kuna | [Kuna](https://kuna.io?r=kunaid-gvfihe8az7o4) | [](https://kuna.io/documents/api) | cex | | | | [](https://latoken.com/invite?r=mvgp2djk) | latoken | [Latoken](https://latoken.com/invite?r=mvgp2djk) | [](https://api.latoken.com) | cex | | | | [](https://www.lbank.com/login/?icode=7QCY) | lbank | [LBank](https://www.lbank.com/login/?icode=7QCY) | [](https://www.lbank.com/en-US/docs/index.html) | cex | | [](https://ccxt.pro) | | [](https://www.luno.com/invite/44893A) | luno | [luno](https://www.luno.com/invite/44893A) | [](https://www.luno.com/en/api) | cex | | [](https://ccxt.pro) | | [](https://www.lykke.com) | lykke | [Lykke](https://www.lykke.com) | [](https://hft-apiv2.lykke.com/swagger/ui/index.html) | cex | | | | [](https://www.mercadobitcoin.com.br) | mercado | [Mercado Bitcoin](https://www.mercadobitcoin.com.br) | [](https://www.mercadobitcoin.com.br/api-doc) | cex | | | | [](https://www.mexc.com/register?inviteCode=mexc-1FQ1GNu1) | mexc | [MEXC Global](https://www.mexc.com/register?inviteCode=mexc-1FQ1GNu1) | [](https://mexcdevelop.github.io/apidocs/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://one.ndax.io/bfQiSL) | ndax | [NDAX](https://one.ndax.io/bfQiSL) | [](https://apidoc.ndax.io/) | cex | | [](https://ccxt.pro) | | [](https://www.novadax.com.br/?s=ccxt) | novadax | [NovaDAX](https://www.novadax.com.br/?s=ccxt) | [](https://doc.novadax.com/pt-BR/) | cex | | | | [](https://oceanex.pro/signup?referral=VE24QX) | oceanex | [OceanEx](https://oceanex.pro/signup?referral=VE24QX) | [](https://api.oceanex.pro/doc/v1) | cex | | | | [](https://www.okcoin.com/account/register?flag=activity&channelId=600001513) | okcoin | [OKCoin](https://www.okcoin.com/account/register?flag=activity&channelId=600001513) | [](https://www.okcoin.com/docs/en/) | cex | | [](https://ccxt.pro) | | [](https://www.okx.com/join/CCXT2023) | okx | [OKX](https://www.okx.com/join/CCXT2023) | [](https://www.okx.com/docs-v5/en/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://onetrading.com/) | onetrading | [One Trading](https://onetrading.com/) | [](https://docs.onetrading.com) | cex | | [](https://ccxt.pro) | | [](https://ox.fun/register?shareAccountId=5ZUD4a7G) | oxfun | [OXFUN](https://ox.fun/register?shareAccountId=5ZUD4a7G) | [](https://docs.ox.fun/) | cex | | [](https://ccxt.pro) | | [](https://p2pb2b.com?referral=ee784c53) | p2b | [p2b](https://p2pb2b.com?referral=ee784c53) | [](https://github.com/P2B-team/p2b-api-docs/blob/master/api-doc.md) | cex | | [](https://ccxt.pro) | | [](https://app.paradex.trade/r/ccxt24) | paradex | [Paradex](https://app.paradex.trade/r/ccxt24) | [](https://docs.api.testnet.paradex.trade/) | dex | | [](https://ccxt.pro) | | [](https://www.paymium.com/page/sign-up?referral=eDAzPoRQFMvaAB8sf-qj) | paymium | [Paymium](https://www.paymium.com/page/sign-up?referral=eDAzPoRQFMvaAB8sf-qj) | [](https://github.com/Paymium/api-documentation) | cex | | | | [](https://phemex.com/register?referralCode=EDNVJ) | phemex | [Phemex](https://phemex.com/register?referralCode=EDNVJ) | [](https://phemex-docs.github.io/#overview) | cex | | [](https://ccxt.pro) | | [](https://poloniex.com/signup?c=UBFZJRPJ) | poloniex | [Poloniex](https://poloniex.com/signup?c=UBFZJRPJ) | [](https://api-docs.poloniex.com/spot/) | cex | | [](https://ccxt.pro) | | [](https://poloniex.com/signup?c=UBFZJRPJ) | poloniexfutures | [Poloniex Futures](https://poloniex.com/signup?c=UBFZJRPJ) | [](https://api-docs.poloniex.com/futures/) | cex | | [](https://ccxt.pro) | | [](https://www.probit.com/r/34608773) | probit | [ProBit](https://www.probit.com/r/34608773) | [](https://docs-en.probit.com) | cex | | [](https://ccxt.pro) | | [](https://timex.io/?refcode=1x27vNkTbP1uwkCck) | timex | [TimeX](https://timex.io/?refcode=1x27vNkTbP1uwkCck) | [](https://plasma-relay-backend.timex.io/swagger-ui/index.html) | cex | | | | [](https://tokocrypto.com) | tokocrypto | [Tokocrypto](https://tokocrypto.com) | [](https://www.tokocrypto.com/apidocs/) | cex | | | | [](https://tradeogre.com) | tradeogre | [tradeogre](https://tradeogre.com) | [](https://tradeogre.com/help/api) | cex | | | | [](https://upbit.com) | upbit | [Upbit](https://upbit.com) | [](https://docs.upbit.com/docs/%EC%9A%94%EC%B2%AD-%EC%88%98-%EC%A0%9C%ED%95%9C) | cex | | [](https://ccxt.pro) | | [](https://app.vertexprotocol.com?referrer=0xCfC9BaB96a2eA3d3c3F031c005e82E1D9F295aC1) | vertex | [Vertex](https://app.vertexprotocol.com?referrer=0xCfC9BaB96a2eA3d3c3F031c005e82E1D9F295aC1) | [](https://docs.vertexprotocol.com/) | dex | | [](https://ccxt.pro) | | [](https://wx.network) | wavesexchange | [Waves.Exchange](https://wx.network) | [](https://docs.wx.network) | dex | | | | [](https://wazirx.com/invite/k7rrnks5) | wazirx | [WazirX](https://wazirx.com/invite/k7rrnks5) | [](https://docs.wazirx.com/#public-rest-api-for-wazirx) | cex | | [](https://ccxt.pro) | | [](https://whitebit.com/referral/d9bdf40e-28f2-4b52-b2f9-cd1415d82963) | whitebit | [WhiteBit](https://whitebit.com/referral/d9bdf40e-28f2-4b52-b2f9-cd1415d82963) | [](https://github.com/whitebit-exchange/api-docs) | cex | | [](https://ccxt.pro) | | [](https://woox.io/register?ref=DIJT0CNL) | woo | [WOO X](https://woox.io/register?ref=DIJT0CNL) | [](https://docs.woox.io/) | cex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://dex.woo.org/en/trade?ref=CCXT) | woofipro | [WOOFI PRO](https://dex.woo.org/en/trade?ref=CCXT) | [](https://orderly.network/docs/build-on-evm/building-on-evm) | dex | [](https://github.com/ccxt/ccxt/wiki/Certification) | [](https://ccxt.pro) | | [](https://www.xt.com/en/accounts/register?ref=9PTM9VW) | xt | [XT](https://www.xt.com/en/accounts/register?ref=9PTM9VW) | [](https://doc.xt.com/) | cex | | [](https://ccxt.pro) | | [](https://www.yobit.net) | yobit | [YoBit](https://www.yobit.net) | [](https://www.yobit.net/en/api/) | cex | | | | [](https://zaif.jp) | zaif | [Zaif](https://zaif.jp) | [](https://techbureau-api-document.readthedocs.io/ja/latest/index.html) | cex | | | | [](https://auth.zondaglobal.com/ref/jHlbB4mIkdS1) | zonda | [Zonda](https://auth.zondaglobal.com/ref/jHlbB4mIkdS1) | [](https://docs.zondacrypto.exchange/) | cex | | | The list above is updated frequently, new crypto markets, exchanges, bug fixes, and API endpoints are introduced on a regular basis. See the [Manual](https://github.com/ccxt/ccxt/wiki/) for more details. If you can't find a cryptocurrency exchange in the list above and want it to be added, post a link to it by opening an issue here on GitHub or send us an email. The library is under [MIT license](https://github.com/ccxt/ccxt/blob/master/LICENSE.txt), that means it's absolutely free for any developer to build commercial and opensource software on top of it, but use it at your own risk with no warranties, as is. --- ## Install The easiest way to install the CCXT library is to use a package manager: - [ccxt in **NPM**](https://www.npmjs.com/package/ccxt) (JavaScript / Node v7.6+) - [ccxt in **PyPI**](https://pypi.python.org/pypi/ccxt) (Python 3.7.0+) - [ccxt in **Packagist/Composer**](https://packagist.org/packages/ccxt/ccxt) (PHP 7.0+) - [ccxt in **Nuget**](https://www.nuget.org/packages/ccxt) (netstandard 2.0) This library is shipped as an all-in-one module implementation with minimalistic dependencies and requirements: - [js/](https://github.com/ccxt/ccxt/blob/master/js/) in JavaScript - [python/](https://github.com/ccxt/ccxt/blob/master/python/) in Python (generated from JS) - [php/](https://github.com/ccxt/ccxt/blob/master/php/) in PHP (generated from JS) You can also clone it into your project directory from [ccxt GitHub repository](https://github.com/ccxt/ccxt): ```shell git clone https://github.com/ccxt/ccxt.git # including 1GB of commit history # or git clone https://github.com/ccxt/ccxt.git --depth 1 # avoid downloading 1GB of commit history ``` ### JavaScript (NPM) JavaScript version of CCXT works in both Node and web browsers. Requires ES6 and `async/await` syntax support (Node 7.6.0+). When compiling with Webpack and Babel, make sure it is [not excluded](https://github.com/ccxt/ccxt/issues/225#issuecomment-331905178) in your `babel-loader` config. [ccxt in **NPM**](https://www.npmjs.com/package/ccxt) ```shell npm install ccxt ``` ```JavaScript //cjs var ccxt = require ('ccxt') console.log (ccxt.exchanges) // print all available exchanges ``` ```Javascript //esm import {version, exchanges} from 'ccxt'; console.log(version, Object.keys(exchanges)); ``` ### JavaScript (for use with the `<script>` tag): All-in-one browser bundle (dependencies included), served from a CDN of your choice: * jsDelivr: https://cdn.jsdelivr.net/npm/[email protected]/dist/ccxt.browser.min.js * unpkg: https://unpkg.com/[email protected]/dist/ccxt.browser.min.js CDNs are not updated in real-time and may have delays. Defaulting to the most recent version without specifying the version number is not recommended. Please, keep in mind that we are not responsible for the correct operation of those CDN servers. ```HTML <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/[email protected]/dist/ccxt.browser.min.js"></script> ``` Creates a global `ccxt` object: ```JavaScript console.log (ccxt.exchanges) // print all available exchanges ``` ### Python [ccxt in **PyPI**](https://pypi.python.org/pypi/ccxt) ```shell pip install ccxt ``` ```Python import ccxt print(ccxt.exchanges) # print a list of all available exchange classes ``` The library supports concurrent asynchronous mode with asyncio and async/await in Python 3.7.0+ ```Python import ccxt.async_support as ccxt # link against the asynchronous version of ccxt ``` #### orjson support CCXT also supports `orjson` for parsing JSON since it is much faster than the builtin library. This is especially important when using websockets because some exchanges return big messages that need to be parsed and dispatched as quickly as possible. However, `orjson` is not enabled by default because it is not supported by every python interpreter. If you want to opt-in, you just need to install it (`pip install orjson`) on your local environment. CCXT will detect the installion and pick it up automatically. ### PHP [ccxt in PHP with **Packagist/Composer**](https://packagist.org/packages/ccxt/ccxt) (PHP 7.0+) It requires common PHP modules: - cURL - mbstring (using UTF-8 is highly recommended) - PCRE - iconv - gmp (this is a built-in extension as of PHP 7.2+) ```PHP include "ccxt.php"; var_dump (\ccxt\Exchange::$exchanges); // print a list of all available exchange classes ``` The library supports concurrent asynchronous mode using tools from [RecoilPHP](https://github.com/recoilphp/recoil) and [ReactPHP](https://reactphp.org/) in PHP 7.1+. Read the [Manual](https://github.com/ccxt/ccxt/wiki/) for more details. ### .net/C# [ccxt in C# with **Nuget**](https://www.nuget.org/packages/ccxt) (netstandard 2.0 and netstandard 2.1) ```c# using ccxt; Console.WriteLine(ccxt.Exchanges) // check this later ``` ### Docker You can get CCXT installed in a container along with all the supported languages and dependencies. This may be useful if you want to contribute to CCXT (e.g. run the build scripts and tests — please see the [Contributing](https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.md) document for the details on that). Using `docker-compose` (in the cloned CCXT repository): ```shell docker-compose run --rm ccxt ``` You don't need the Docker image if you're not going to develop CCXT. If you just want to use CCXT – just install it as a regular package into your project. --- ## Documentation Read the [Manual](https://github.com/ccxt/ccxt/wiki/) for more details. ## Usage ### Intro The CCXT library consists of a public part and a private part. Anyone can use the public part immediately after installation. Public APIs provide unrestricted access to public information for all exchange markets without the need to register a user account or have an API key. Public APIs include the following: - market data - instruments/trading pairs - price feeds (exchange rates) - order books - trade history - tickers - OHLC(V) for charting - other public endpoints In order to trade with private APIs you need to obtain API keys from an exchange's website. It usually means signing up to the exchange and creating API keys for your account. Some exchanges require personal info or identification. Sometimes verification may be necessary as well. In this case you will need to register yourself, this library will not create accounts or API keys for you. Some exchanges expose API endpoints for registering an account, but most exchanges don't. You will have to sign up and create API keys on their websites. Private APIs allow the following: - manage personal account info - query account balances - trade by making market and limit orders - deposit and withdraw fiat and crypto funds - query personal orders - get ledger history - transfer funds between accounts - use merchant services This library implements full public and private REST and WebSocket APIs for all exchanges in TypeScript, JavaScript, PHP and Python. The CCXT library supports both camelcase notation (preferred in TypeScript and JavaScript) and underscore notation (preferred in Python and PHP), therefore all methods can be called in either notation or coding style in any language. ```JavaScript // both of these notations work in JavaScript/Python/PHP exchange.methodName () // camelcase pseudocode exchange.method_name () // underscore pseudocode ``` Read the [Manual](https://github.com/ccxt/ccxt/wiki/) for more details. ### JavaScript **CCXT now supports ESM and CJS modules** #### CJS ```JavaScript // cjs example 'use strict'; const ccxt = require ('ccxt'); (async function () { let kraken = new ccxt.kraken () let bitfinex = new ccxt.bitfinex ({ verbose: true }) let huobipro = new ccxt.huobipro () let okcoinusd = new ccxt.okcoin ({ apiKey: 'YOUR_PUBLIC_API_KEY', secret: 'YOUR_SECRET_PRIVATE_KEY', }) const exchangeId = 'binance' , exchangeClass = ccxt[exchangeId] , exchange = new exchangeClass ({ 'apiKey': 'YOUR_API_KEY', 'secret': 'YOUR_SECRET', }) console.log (kraken.id, await kraken.loadMarkets ()) console.log (bitfinex.id, await bitfinex.loadMarkets ()) console.log (huobipro.id, await huobipro.loadMarkets ()) console.log (kraken.id, await kraken.fetchOrderBook (kraken.symbols[0])) console.log (bitfinex.id, await bitfinex.fetchTicker ('BTC/USD')) console.log (huobipro.id, await huobipro.fetchTrades ('ETH/USDT')) console.log (okcoinusd.id, await okcoinusd.fetchBalance ()) // sell 1 BTC/USD for market price, sell a bitcoin for dollars immediately console.log (okcoinusd.id, await okcoinusd.createMarketSellOrder ('BTC/USD', 1)) // buy 1 BTC/USD for $2500, you pay $2500 and receive ฿1 when the order is closed console.log (okcoinusd.id, await okcoinusd.createLimitBuyOrder ('BTC/USD', 1, 2500.00)) // pass/redefine custom exchange-specific order params: type, amount, price or whatever // use a custom order type bitfinex.createLimitSellOrder ('BTC/USD', 1, 10, { 'type': 'trailing-stop' }) }) (); ``` #### ESM ```Javascript //esm example import {version, binance} from 'ccxt'; console.log(version); const exchange = new binance(); const ticker = await exchange.fetchTicker('BTC/USDT'); console.log(ticker); ``` ### Python ```Python # coding=utf-8 import ccxt hitbtc = ccxt.hitbtc({'verbose': True}) bitmex = ccxt.bitmex() huobipro = ccxt.huobipro() exmo = ccxt.exmo({ 'apiKey': 'YOUR_PUBLIC_API_KEY', 'secret': 'YOUR_SECRET_PRIVATE_KEY', }) kraken = ccxt.kraken({ 'apiKey': 'YOUR_PUBLIC_API_KEY', 'secret': 'YOUR_SECRET_PRIVATE_KEY', }) exchange_id = 'binance' exchange_class = getattr(ccxt, exchange_id) exchange = exchange_class({ 'apiKey': 'YOUR_API_KEY', 'secret': 'YOUR_SECRET', }) hitbtc_markets = hitbtc.load_markets() print(hitbtc.id, hitbtc_markets) print(bitmex.id, bitmex.load_markets()) print(huobipro.id, huobipro.load_markets()) print(hitbtc.fetch_order_book(hitbtc.symbols[0])) print(bitmex.fetch_ticker('BTC/USD')) print(huobipro.fetch_trades('LTC/USDT')) print(exmo.fetch_balance()) # sell one ฿ for market price and receive $ right now print(exmo.id, exmo.create_market_sell_order('BTC/USD', 1)) # limit buy BTC/EUR, you pay €2500 and receive ฿1 when the order is closed print(exmo.id, exmo.create_limit_buy_order('BTC/EUR', 1, 2500.00)) # pass/redefine custom exchange-specific order params: type, amount, price, flags, etc... kraken.create_market_buy_order('BTC/USD', 1, {'trading_agreement': 'agree'}) ``` ### PHP ```PHP include 'ccxt.php'; $poloniex = new \ccxt\poloniex (); $bittrex = new \ccxt\bittrex (array ('verbose' => true)); $quoinex = new \ccxt\quoinex (); $zaif = new \ccxt\zaif (array ( 'apiKey' => 'YOUR_PUBLIC_API_KEY', 'secret' => 'YOUR_SECRET_PRIVATE_KEY', )); $hitbtc = new \ccxt\hitbtc (array ( 'apiKey' => 'YOUR_PUBLIC_API_KEY', 'secret' => 'YOUR_SECRET_PRIVATE_KEY', )); $exchange_id = 'binance'; $exchange_class = "\\ccxt\\$exchange_id"; $exchange = new $exchange_class (array ( 'apiKey' => 'YOUR_API_KEY', 'secret' => 'YOUR_SECRET', )); $poloniex_markets = $poloniex->load_markets (); var_dump ($poloniex_markets); var_dump ($bittrex->load_markets ()); var_dump ($quoinex->load_markets ()); var_dump ($poloniex->fetch_order_book ($poloniex->symbols[0])); var_dump ($bittrex->fetch_trades ('BTC/USD')); var_dump ($quoinex->fetch_ticker ('ETH/EUR')); var_dump ($zaif->fetch_ticker ('BTC/JPY')); var_dump ($zaif->fetch_balance ()); // sell 1 BTC/JPY for market price, you pay ¥ and receive ฿ immediately var_dump ($zaif->id, $zaif->create_market_sell_order ('BTC/JPY', 1)); // buy BTC/JPY, you receive ฿1 for ¥285000 when the order closes var_dump ($zaif->id, $zaif->create_limit_buy_order ('BTC/JPY', 1, 285000)); // set a custom user-defined id to your order $hitbtc->create_order ('BTC/USD', 'limit', 'buy', 1, 3000, array ('clientOrderId' => '123')); ``` ### .net/C# ```C# using ccxt; // importing ccxt namespace Project; class Project { public async static Task CreateOrder() { var exchange = new Binance(); exchange.apiKey = "my api key"; exchange.secret = "my secret"; // always use the capitalized method (CreateOrder instead of createOrder) var order = await exchange.CreateOrder("BTC/USDT", "limit", "buy", 1, 50); Console.WriteLine("Placed Order, order id: " + order.id); } } ``` ## Contributing Please read the [CONTRIBUTING](https://github.com/ccxt/ccxt/blob/master/CONTRIBUTING.md) document before making changes that you would like adopted in the code. Also, read the [Manual](https://github.com/ccxt/ccxt/wiki) for more details. ## Support Developer Team We are investing a significant amount of time into the development of this library. If CCXT made your life easier and you want to help us improve it further, or if you want to speed up development of new features and exchanges, please support us with a tip. We appreciate all contributions! ### Sponsors Support this project by becoming a sponsor. Your logo will show up here with a link to your website. [[Become a sponsor](https://opencollective.com/ccxt#sponsor)] <a href="https://opencollective.com/ccxt/tiers/sponsor/0/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/0/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/1/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/1/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/2/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/2/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/3/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/3/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/4/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/4/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/5/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/5/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/6/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/6/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/7/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/7/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/8/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/8/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/sponsor/9/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/sponsor/9/avatar.svg"></a> ### Supporters Support this project by becoming a supporter. Your avatar will show up here with a link to your website. [[Become a supporter](https://opencollective.com/ccxt#supporter)] <a href="https://opencollective.com/ccxt/tiers/supporter/0/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/0/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/1/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/1/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/2/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/2/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/3/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/3/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/4/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/4/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/5/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/5/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/6/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/6/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/7/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/7/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/8/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/8/avatar.svg"></a> <a href="https://opencollective.com/ccxt/tiers/supporter/9/website" target="_blank"><img src="https://opencollective.com/ccxt/tiers/supporter/9/avatar.svg"></a> ### Backers Thank you to all our backers! [[Become a backer](https://opencollective.com/ccxt#backer)] <a href="https://opencollective.com/ccxt#backers" target="_blank"><img src="https://opencollective.com/ccxt/tiers/backer.svg?width=890"></a> Thank you! ## Social - _{[](https://twitter.com/ccxt_official)} Follow us on Twitter - _{[](https://medium.com/@ccxt)} Read our blog on Medium - _{[](https://discord.gg/dhzSKYU)} Join our Discord - _{[](https://t.me/ccxt_announcements)} CCXT Channel on Telegram (important announcements) - _{[](https://t.me/ccxt_chat)} CCXT Chat on Telegram (technical support) ## Star History [](https://star-history.com/#ccxt/ccxt&Date) ## Contact Us For business inquiries: [email protected] ", Assign "at most 3 tags" to the expected json: {"id":"6064","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"