Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-22 17:40 UTC

browser-use / sdk

Browser Use Cloud SDK

Python · TypeScriptNo license detected★ 27 stars⑂ 19 forkssince Feb 2026View on GitHub ↗
KindLibraryhow this is determined
#ai-agent#browser-use-box#browser-use-cloud#sdk

browser-use/sdk holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on Vitality (93/100) and lowest on Community & Adoption (47/100). It was last updated today. 2 contributors account for most of its recent work.

87
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

87
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).

Ownership

Browser UseOrganization · verified domain
4,670 followers58 public repossince Dec 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmbrowser-use-sdk3.12.1412,046585 days agobrowser-usebrowserautomationaiagentweb-agentsdk
PyPIbrowser-use-sdk3.12.17,757,803485 days ago—

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

93Exceptional · 21% of overall

Development activity

88Excellent
How it's scored
36/36Push recency — last push 0 days ago
24.2/36Commit cadence — 35/52 weeks with commits
18/18Commit volume — 520 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year520
human_commit_share1
days_since_last_push0
active_weeks_last_year35

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 11 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~14.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count11
latest_release_tagv3.12.1
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases14.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

47Weak · 17% of overall

Popularity & adoption

34At Risk
How it's scored
23/60Stars — 27 stars
10.5/25Forks — 19 forks
0/15Watchers — 0 watchers
Inputs used
forks19
stars27
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

25At Risk
How it's scored
22.5/22.5README
0/22.5License — no license file detected
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseno
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 8,169,849 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesbrowser-use-sdk, browser-use-sdk
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads8,169,849
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

75Good · 23% of overall

Maintainer resilience (bus factor)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.3/22.5Commit distribution — top contributor authored 41% of commits
13.5/13.5Contributor breadth — 14 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled14
top_contributor_share0.409

Issue & PR responsiveness

55Moderate
How it's scored
10.5/42Issue resolution — 25% of issues closed
28.9/30PR acceptance — 301/312 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
3/15OpenSSF Scorecard: Code-Review — Found 7/30 approved changesets -- score normalized to 2
Inputs used
merged_prs301
open_issues3
closed_issues1
prs_merged_7d38
prs_decided_7d39
prs_merged_30d56
prs_decided_30d57
issue_closed_ratio0.25
closed_unmerged_prs11
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

92Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 4,670 followers of browser-use
16.6/25Track record — 58 public repos, account ~1 yr old
Inputs used
followers4,670
owner_typeOrganization
is_verifiedyes
owner_loginbrowser-use
public_repos58
account_age_days674

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 58 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbrowser-use-sdk, browser-use-sdk
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall

Engineering practices

66Good
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.cloud.browser-use.com
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsai-agent, browser-use-box, browser-use-cloud, sdk
has_wikiyes
homepagehttps://docs.cloud.browser-use.com
docs_sitehttps://docs.cloud.browser-use.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

59Moderate · 16% of overall

Security posture

49Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 7/30 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5License — license file not detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 27 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.9
Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages2
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:browser-use-sdk@3.12.1 runtime dependency closure — what installing the published package pulls in — 2 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

86Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.cloud.browser-use.com/llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.cloud.browser-use.com/llms.txt
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes4,838

Verify loop (build / test / typecheck)

71Good
How it's scored
18/18One-command bootstrap — Taskfile.yml
22/22Automated tests
0/11Lint / format config
11/11Static type checking — browser-use-node/examples/tsconfig.json, browser-use-node/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 35 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesTaskfile.yml
has_devcontainerno
has_linter_configno
typecheck_configsbrowser-use-node/examples/tsconfig.json, browser-use-node/tsconfig.json
agent_commit_share0.35
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (browser-use-node/examples/tsconfig.json, browser-use-node/tsconfig.json)
55/55Manageable file sizes — 0/159 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes36,557
source_files_sampled159
oversized_source_files0

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

27GitHub stars
14contributors
520commits, last 12 months
0days since last push
11releases
2bus factor
3open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 19 ⇿
0Stars
19Forks
11Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0481216201922026-032026-062026-10
Major 0Minor 4Patch 7
OpenSSF Scorecard 4.9 / 10
4.9aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-22 17:40 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 7/30 approved changesets -- score normalized to 2
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities27 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
npmdotenv17.4.2browser-use-node/package.json
npmzod^4.4.3browser-use-node/package.json
PyPIhttpx>=0.24.1,<1browser-use-python/pyproject.toml
PyPIpydantic>=2.10.6,<3browser-use-python/pyproject.toml
PyPIidna>=3.19browser-use-python/pyproject.toml
All dependencies 274

Full resolved dependency set from the GitHub dependency graph: 6 direct and 268 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npmdotenv17.4.2direct
npmzod3.25.76direct
npmzod4.6.0direct
PyPIhttpx0.28.1direct
PyPIidna3.19direct
PyPIpydantic2.13.5direct
npm@adraffy/ens-normalize1.11.1indirect
npm@babel/code-frame7.29.7indirect
npm@babel/helper-validator-identifier7.29.7indirect
npm@emnapi/core1.11.1indirect
npm@emnapi/runtime1.11.1indirect
npm@emnapi/wasi-threads1.2.2indirect
npm@esbuild/aix-ppc640.28.1indirect
npm@esbuild/android-arm0.28.1indirect
npm@esbuild/android-arm640.28.1indirect
npm@esbuild/android-x640.28.1indirect
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npm@esbuild/linux-arm640.28.1indirect
npm@esbuild/linux-ia320.28.1indirect
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npm@esbuild/linux-mips64el0.28.1indirect
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npm@esbuild/linux-riscv640.28.1indirect
npm@esbuild/linux-s390x0.28.1indirect
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npm@esbuild/win32-ia320.28.1indirect
npm@esbuild/win32-x640.28.1indirect
npm@jridgewell/gen-mapping0.3.13indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@jridgewell/trace-mapping0.3.31indirect
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npm@noble/ciphers1.3.0indirect
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PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp3.14.3indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-types0.8.0indirect
PyPIanyio4.14.2indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIbitarray3.9.2indirect
PyPIbrowser-use-sdk3.12.1indirect
PyPIcertifi2026.7.22indirect
PyPIcharset-normalizer3.4.9indirect
PyPIckzg2.1.8indirect
PyPIcolorama0.4.6indirect
PyPIcytoolz1.1.0indirect
PyPIeth-abi5.2.0indirect
PyPIeth-account0.13.7indirect
PyPIeth-hash0.8.0indirect
PyPIeth-keyfile0.8.1indirect
PyPIeth-keys0.7.0indirect
PyPIeth-rlp2.2.0indirect
PyPIeth-typing6.0.0indirect
PyPIeth-utils6.0.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIfrozenlist1.8.0indirect
PyPIh110.16.0indirect
PyPIhexbytes1.3.1indirect
PyPIhttpcore1.0.9indirect
PyPIiniconfig2.3.0indirect
PyPImultidict6.7.1indirect
PyPInest-asyncio1.6.0indirect
PyPInodeenv1.10.0indirect
PyPIpackaging26.2indirect
PyPIparsimonious0.10.0indirect
PyPIpluggy1.6.0indirect
PyPIpropcache0.5.2indirect
PyPIpycryptodome3.23.0indirect
PyPIpydantic-core2.46.5indirect
PyPIpygments2.20.0indirect
PyPIpyright1.1.411indirect
PyPIpytest9.1.1indirect
PyPIpython-dotenv1.2.2indirect
PyPIpyunormalize17.0.0indirect
PyPIpywin32312indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIrlp4.1.0indirect
PyPItomli2.4.1indirect
PyPItoolz1.1.0indirect
PyPItypes-requests2.33.0.20260712indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPIurllib32.7.0indirect
PyPIweb37.16.0indirect
PyPIwebsockets15.0.1indirect
PyPIx4022.17.0indirect
PyPIyarl1.24.5indirect
Dependency advisories 0

Installing npm:browser-use-sdk@3.12.1 pulls in 2 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — npm, PyPI.