{"adoption": {"forks": 250, "observed_at": "2026-08-28T04:05:27.919150+00:00", "stars": 1723}, "canonical_url": "https://ross.abutalabs.com/products/ib_async", "card": {"archived": false, "artifact_type": "library", "description": "Python sync/async framework for Interactive Brokers API (replaces ib_insync)", "domain": ["fintech", "apis", "developer-tools"], "enriched": true, "function": ["sdk", "http-client", "concurrency", "streaming"], "health_score": 92, "homepage": null, "language": "Python", "license": "BSD-2-Clause", "license_family": "permissive", "maturity": "active", "member_repos": ["ib-api-reloaded/ib_async"], "name": "ib-api-reloaded/ib_async", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-19T03:04:44+00:00", "repo": "ib-api-reloaded/ib_async", "stars": 1723, "tags": ["interactive-brokers", "ibkr", "trading-api", "asyncio", "market-data", "order-execution", "ib-insync-successor", "trading"], "topics": ["ib-insync", "ibkr", "interactive-brokers", "interactive-brokers-api", "trading", "twsapi", "ib-async"], "urls": [], "use_cases": ["stream live market quotes and historical data from Interactive Brokers", "place, modify, and monitor stock and option orders programmatically", "track portfolio positions, account balances, and P&L in real time", "analyze option chains and contract details for research", "build automated trading bots on IBKR", "monitor risk exposures with automated controls", "explore IBKR data interactively in Jupyter notebooks"], "what_it_is": "ib_async is a Python library providing a clean sync/async interface to Interactive Brokers' Trader Workstation (TWS) API and IB Gateway, succeeding the popular ib_insync. It handles connection management, automatic state synchronization, and reconnection so developers can build trading, market data, and portfolio applications.", "when_to_avoid": ["you trade with a different broker than Interactive Brokers", "you need a broker-agnostic trading abstraction layer", "you can't run TWS or IB Gateway alongside your application", "you need a full backtesting or strategy framework rather than a broker API client"], "when_to_choose": ["you trade through Interactive Brokers and want a Pythonic API instead of the raw TWS API", "you need both synchronous and asyncio-based access to IBKR", "you're migrating from ib_insync and want a maintained successor", "you want interactive IBKR data exploration in Jupyter"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ib_async", "repo": "ib-api-reloaded/ib_async", "role": "main", "score": 60}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:27.919150+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:33:58.115292+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "901898d27dc41cba0d3686e10d8e55b699837128a30a0a46f63df20877b15ec5", "fetched_at": "2026-08-28T04:05:27.919150+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ib-api-reloaded/ib_async"}, {"content_hash": "65845ed4e22ec17e7c1cdfcea134ef7fcc72e504c140f392571eca08a56b27af", "fetched_at": "2026-08-29T11:09:27.341351+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/ib_async/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 64, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 902, "days_push": 14, "days_rel": 437, "gap_med": null, "n_releases_24m": 1}, "score": 60, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}