Python repositories reading strong

Every public repository surveyed, browsable and searchable. Including the unflattering ones — a tool that only published good results would be a badge vending machine, not a diligence instrument.

All bands Strong Adequate 124 surveyed
Sort Relevance Newest Stars Lines of code Files History Findings Worst band
RepositoryLanguageSizeStarsReadBand
home-assistant/core 1 adequate · 3 strong Python 2,389,960 lines 91,929 2026-11-03 strong
plotly/dash 1 adequate · 3 strong Python 178,307 lines 24,478 2026-11-07 strong
verl-project/verl 1 adequate · 4 strong Python 253,882 lines 24,160 2026-11-07 strong
graphify-labs/graphify 2 adequate · 3 strong Python 326,322 lines 133,749 2026-10-23 strong
langchain-ai/langchain 4 strong Python 468,831 lines 148,283 2026-10-22 strong
hkuds/vibe-trading 2 adequate · 3 strong Python 716,142 lines 37,537 2026-11-03 strong
ocrmypdf/ocrmypdf 1 adequate · 4 strong Python 64,684 lines 35,225 2026-11-03 strong
browser-use/browser-use 2 adequate · 3 strong Python 127,930 lines 118,963 2026-10-23 strong
cloakhq/cloakbrowser 2 adequate · 3 strong Python 70,380 lines 32,707 2026-11-03 strong
django/django 1 adequate · 3 strong Python 720,200 lines 91,182 2026-10-25 strong
trailofbits/algo 2 adequate · 3 strong Python 21,202 lines 30,449 2026-11-03 strong
pallets/flask 4 strong Python 19,910 lines 74,779 2026-10-25 strong
vllm-project/vllm 1 adequate · 3 strong Python 2,242,337 lines 96,400 2026-10-22 strong
hkuds/nanobot 2 adequate · 3 strong Python 633,709 lines 49,546 2026-10-28 strong
scrapy/scrapy 4 strong Python 102,098 lines 64,525 2026-10-25 strong
swe-agent/swe-agent 1 adequate · 3 strong Python 26,205 lines 20,716 2026-11-03 strong
nginx-proxy/nginx-proxy 1 adequate · 3 strong Python 9,717 lines 19,934 2026-11-03 strong
streamlink/streamlink 1 adequate · 3 strong Python 99,833 lines 11,890 2026-11-07 strong
langbot-app/langbot 2 adequate · 3 strong Python 739,365 lines 18,710 2026-11-03 strong
psf/requests 4 strong Python 16,102 lines 54,342 2026-10-25 strong
pathwaycom/pathway 1 adequate · 3 strong Python 388,254 lines 62,073 2026-10-23 strong
libretranslate/libretranslate 1 adequate · 4 strong Python 6,297 lines 17,260 2026-11-03 strong
browser-use/web-ui 2 adequate · 3 strong Python 6,158 lines 16,644 2026-11-03 strong
paperless-ngx/paperless-ngx 2 adequate · 3 strong Python 241,331 lines 46,096 2026-10-25 strong
pathwaycom/serviette 2 adequate · 3 strong Python 26,859 lines 58,774 2026-10-23 strong
streamlit/streamlit 1 adequate · 3 strong Python 712,175 lines 45,838 2026-10-25 strong
mitmproxy/mitmproxy 2 adequate · 3 strong Python 127,014 lines 45,188 2026-10-25 strong
mail-in-a-box/mailinabox 2 adequate · 3 strong Python 21,563 lines 15,454 2026-11-03 strong
psf/black 1 adequate · 3 strong Python 96,921 lines 41,857 2026-10-25 strong
getpelican/pelican 4 strong Python 32,441 lines 13,363 2026-11-03 strong

What a band means. A band sums up one reading of one commit: strong, adequate or significant findings. Here it counts the project's code, process, product, security and operations. A report reads more than that, so its band can differ from its row.

How listing works. Every public repository surveyed is listed — assessing public work is commentary on public work, and a library that hid the small ones would be quietly editorialising about which code counts. Private repositories are never listed. Anyone who proves control of a repo can attach a response to a finding, request a re-run, or delist it. Delisting is immediate and no-questions. An owner's response is removed only when it is unlawful, impersonates someone, publishes personal data or a credential, or is not about the finding. Disagreeing with the report is never a reason. To report a response, or to reach us about one, write to takedown@borehole.dev. There is no org-level score. Repositories are listed one by one, and sorting by band orders them by their own readings. Takedown: one email, 48 hours.