{"adoption": {"forks": 8816, "observed_at": "2026-08-28T04:12:09.106498+00:00", "stars": 43756}, "canonical_url": "https://ross.abutalabs.com/products/ccxt", "card": {"archived": false, "artifact_type": "library", "description": "A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java ", "domain": ["fintech", "apis"], "enriched": true, "function": ["http-client", "websocket", "sdk", "cli", "mcp"], "health_score": 100, "homepage": "https://docs.ccxt.com", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["ccxt/ccxt"], "name": "ccxt/ccxt", "platform": ["python", "php", "go", "jvm", "dotnet", "browser", "cli"], "pushed_at": "2026-08-26T19:49:48+00:00", "repo": "ccxt/ccxt", "stars": 43756, "tags": ["crypto-exchanges", "trading-api", "prediction-markets", "arbitrage", "market-data", "algorithmic-trading", "multi-language", "cryptocurrency", "trading", "nodejs"], "topics": ["altcoin", "api", "arbitrage", "bitcoin", "bot", "cryptocurrency", "crypto", "ethereum", "exchange", "invest", "library", "strategy", "trading", "btc", "eth", "trade", "market-data", "cryptocurrencies", "memecoin"], "urls": [], "use_cases": ["fetch tickers and order books from multiple crypto exchanges with one API", "build an algorithmic trading bot for Binance and Bybit", "stream live market data over WebSocket", "trade prediction markets like Polymarket and Kalshi programmatically", "run cross-exchange arbitrage strategies", "backtest trading strategies on historical OHLCV data", "connect an AI agent to crypto exchanges via MCP"], "what_it_is": "CCXT is a unified trading API library supporting 100+ cryptocurrency exchanges and prediction markets across JavaScript/TypeScript, Python, C#, PHP, Go, and Java. It normalizes public and private REST and WebSocket APIs for market data, order placement, and account management.", "when_to_avoid": ["you only need one exchange and prefer its official native SDK", "you need stock, forex, or traditional brokerage trading (not crypto/prediction markets)", "you need a no-code trading platform rather than a developer library"], "when_to_choose": ["you need a single unified API across many crypto exchanges", "you want multi-language support (JS, Python, PHP, C#, Go, Java)", "you need both REST and WebSocket market data and trading", "you want to trade prediction markets with the same API as crypto exchanges"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ccxt", "repo": "ccxt/ccxt", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:09.106498+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:22:20.959187+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "672e2fe6de41e5eec7cb56e34b5cdbc1a171f765c1e7d0f574c7e2b0dc04bf41", "fetched_at": "2026-08-28T04:12:09.106498+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ccxt/ccxt"}, {"content_hash": "4cf725791cef25db5b036fa6cff9ce93cf9170a2737455e840c99bf7b33b264c", "fetched_at": "2026-08-29T07:46:22.838322+00:00", "kind": "homepage", "missing": false, "url": "https://docs.ccxt.com"}, {"content_hash": "a7274427adfb0cc1741bc33411f260a37eb88297b038d1678c3b8ac3f31ff337", "fetched_at": "2026-08-29T07:46:22.840896+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs"}, {"content_hash": "0603bb4c59033e690e0659c56d28a084464cc5e939c3d7719de8bf87a34b2e75", "fetched_at": "2026-08-29T07:46:22.843056+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/exchanges/binance"}, {"content_hash": "b886ebc73055eea1d12666c7264fe3bf619a40940edb43492790ba904de94e50", "fetched_at": "2026-08-29T07:46:22.846687+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/prediction"}, {"content_hash": "d4442dcd02081e3cf861336229865d148b95ad00d9b64cbd82ef88e586c0f115", "fetched_at": "2026-08-29T07:46:22.848828+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/examples"}, {"content_hash": "c508a23b07c77a970fcb6dd287c7dac3cfc2dc859f6e3742b2e9f85fde5c952d", "fetched_at": "2026-08-29T07:46:22.850718+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/install"}, {"content_hash": "4e83915095964638d0d184c7afd1f9b11798fddb3a295cc1aa80c45ad8b3d3b3", "fetched_at": "2026-08-29T07:46:22.852797+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/manual"}, {"content_hash": "66533aff74b6fa202b51d5eb99cdc7bb834e8c51f97650ed084313fede003a33", "fetched_at": "2026-08-29T07:46:22.855975+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/pro-manual"}, {"content_hash": "1ca93fdb2eb1d12bee68650b5fa012a35dbab7a5f1e32dffc8b6d13f06cbe0f4", "fetched_at": "2026-08-29T07:46:22.858717+00:00", "kind": "site_page", "missing": false, "url": "https://docs.ccxt.com/docs/base-spec"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3398, "days_push": 7, "days_rel": 7, "gap_med": 3.0, "n_releases_24m": 177}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}