Hummingbot AI Agent
by hummingbotOpen source software that helps you create and deploy high-frequency crypto trading bots
Hummingbot is an open-source ai agent by hummingbot, written mainly in Python, with 20,888 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 20, 2026.
Scan summary: scanned Nov 5, 2026 at commit 9af100d. Seen able to run shell commands, run dynamic code. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
9af100d · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Passed. This check ran and found nothing it flags.Dependency audit0 known vulnerabilitiespassPassed. This check ran and found nothing it flags.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (66)
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
hummingbot/client/runner.py:43 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
hummingbot/core/data_type/remote_api_order_book_data_source.py:65 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmente only pandas-ta<=0.4.71b0 is available and hummingbot==20260922 depends on pandas-ta>=0.4.71b0, we can conclude that hummingbot==20260922 cannot be used. And because only hummingbot==20260922 is available and you require hummingbot, we can conclude that your requirements are unsatisfiable.
- lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/grvt_perpetual/test_grvt_perpetual_auth.py:16 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/decibel_perpetual/test_decibel_perpetual_user_stream_data_source.py:36 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/hyperliquid_perpetual/test_hyperliquid_perpetual_api_order_book_data_source.py:49 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/decibel_perpetual/test_decibel_perpetual_auth.py:39 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/derive_perpetual/test_derive_perpetual_auth.py:18 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
hummingbot/connector/test_support/oms_exchange_connector_test.py:149 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/derive_perpetual/test_derive_perpetual_api_user_stream_data_source.py:37 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key4 matches in this file
test/hummingbot/connector/derivative/hyperliquid_perpetual/test_hyperliquid_perpetual_derivative.py:37 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/evedex_perpetual/test_evedex_perpetual_user_stream_data_source.py:40 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/pacifica_perpetual/test_pacifica_perpetual_user_stream_data_source.py:29 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/backpack_perpetual/test_backpack_perpetual_derivative.py:54 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
test/hummingbot/connector/derivative/hyperliquid_perpetual/test_hyperliquid_perpetual_user_stream_data_source.py:33 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
test/hummingbot/connector/derivative/grvt_perpetual/test_grvt_perpetual_derivative.py:40 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/derive_perpetual/test_derive_perpetual_api_order_book_data_source.py:49 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/kalshi_perpetual/test_kalshi_perpetual_derivative.py:52 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/derive/test_derive_auth.py:16 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/dexalot/data_sources/test_dexalot_data_source.py:24 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/dexalot/test_dexalot_auth.py:16 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/dexalot/test_dexalot_api_order_book_data_source.py:39 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/kalshi_perpetual/test_kalshi_perpetual_auth.py:28 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key4 matches in this file
test/hummingbot/connector/exchange/hyperliquid/test_hyperliquid_exchange_invalid_universe.py:19 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
test/hummingbot/connector/exchange/hyperliquid/test_hyperliquid_user_stream_data_source.py:31 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/backpack/test_backpack_exchange.py:262 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/derive/test_derive_exchange.py:40 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key4 matches in this file
test/hummingbot/connector/derivative/evedex_perpetual/test_evedex_perpetual_derivative.py:66 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
test/hummingbot/connector/exchange/kraken/test_kraken_api_user_stream_data_source.py:52 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
test/hummingbot/connector/exchange/hyperliquid/test_hyperliquid_auth.py:18 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/lambdaplex/test_lambdaplex_auth.py:15 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/ndax/test_ndax_api_user_stream_data_source.py:105 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/lambdaplex/test_lambdaplex_user_stream_data_source.py:35 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key17 matches in this file
test/hummingbot/connector/exchange/hyperliquid/test_hyperliquid_exchange.py:40 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/derive/test_derive_api_user_stream_data_source.py:36 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/dexalot/test_dexalot_exchange.py:32 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/derive/test_derive_api_order_book_data_source.py:42 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
test/hummingbot/connector/derivative/hyperliquid_perpetual/test_hyperliquid_perpetual_auth.py:17 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/other/test_derive_common_utils.py:105 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/dexalot/test_dexalot_user_stream_data_source.py:30 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/derive_perpetual/test_derive_perpetual_derivative.py:49 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/derivative/pacifica_perpetual/test_pacifica_perpetual_derivative.py:57 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/utilities/oms_connector/test_oms_connector_auth.py:60 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/utilities/oms_connector/test_oms_connector_api_order_book_data_source.py:115 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key6 matches in this file
test/hummingbot/core/rate_oracle/sources/test_hyperliquid_rate_source.py:36 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key4 matches in this file
test/hummingbot/connector/exchange/hyperliquid/test_hyperliquid_api_order_book_data_source.py:47 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/kraken/test_kraken_auth.py:19 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/lambdaplex/test_lambdaplex_exchange.py:215 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
test/hummingbot/connector/exchange/xrpl/test_xrpl_auth.py:14 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key5 matches in this file
test/hummingbot/connector/derivative/evedex_perpetual/test_evedex_perpetual_auth.py:19 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/data_feed/test_market_data_provider.py:445 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/exchange/kraken/test_kraken_exchange.py:29 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key24 matches in this file
test/hummingbot/data_feed/candles_feed/hyperliquid_spot_candles/test_hyperliquid_spot_candles.py:164 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
test/hummingbot/connector/utilities/oms_connector/test_oms_connector_api_user_stream_data_source.py:96 - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
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