Public record
Software health reportschema 0.11.0 · metrics 2.10.0 · 2026-07-17 13:46 UTC

UiPath / uipath-python

A comprehensive Python SDK for interacting with UiPath's Automation Platform

PythonMIT★ 93 stars⑂ 27 forkssince Jan 2025View on GitHub ↗
#agentic-ai#automation#python#uipath

UiPath/uipath-python holds a health index of 92 out of 100, placing it in the Excellent band. It scores highest on Vitality (97/100) and lowest on Community & Adoption (49/100). It was last updated today. 4 contributors account for most of its recent work.

92
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.

92
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 78 is calibrated to 92 on the published index scale (record calibration 2026-08-02).

Ownership

UiPathOrganization
679 followers102 public repossince Aug 2010

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

Metrics by category

Vitality

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

97Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,482 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,482
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release discipline

92Excellent
How it's scored
27/27Ships releases — 5 releases published
36/36Release recency — latest release 30 days ago
19.8/27Release cadence — a release every ~50.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count5
latest_release_tagv2.11.0
releases_from_tagsno
days_since_latest_release30
mean_days_between_releases50.6
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?

49Weak · 17% of overall

Popularity & adoption

48Weak
How it's scored
31.9/60Stars — 93 stars
11.8/25Forks — 27 forks
3.9/15Watchers — 6 watchers
Inputs used
forks27
stars93
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Sustainability & Governance

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

83Excellent · 23% of overall

Maintainer resilience (bus factor)

85Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
18.1/22.5Commit distribution — top contributor authored 20% of commits
13.5/13.5Contributor breadth — 82 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled82
top_contributor_share0.195

Issue & PR responsiveness

69Good
How it's scored
19.2/42Issue resolution — 46% of issues closed
25.6/30PR acceptance — 1,339/1,572 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,339
open_issues78
closed_issues66
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.458
closed_unmerged_prs233
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

94Exceptional
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
20.4/25Owner reach — 679 followers of UiPath
25/25Track record — 102 public repos, account ~15 yr old
Inputs used
followers679
owner_typeOrganization
is_verified—
owner_loginUiPath
public_repos102
account_age_days5,805
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 16 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://uipath.github.io/uipath-python/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsagentic-ai, automation, python, uipath
has_wikiyes
homepagehttps://uipath.github.io/uipath-python/
docs_sitehttps://uipath.github.io/uipath-python/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

63Moderate · 16% of overall

Security posture

63Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 73 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.3
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

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.

84Excellent · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .cursorrules, CLAUDE.md, packages/uipath-core/CLAUDE.md, packages/uipath-platform/CLAUDE.md, packages/uipath/CLAUDE.md, packages/uipath/docs/core/agents.md, packages/uipath/src/uipath/_resources/AGENTS.md, packages/uipath/src/uipath/_resources/CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_files.cursorrules, CLAUDE.md, packages/uipath-core/CLAUDE.md, packages/uipath-platform/CLAUDE.md, packages/uipath/CLAUDE.md, packages/uipath/docs/core/agents.md, packages/uipath/src/uipath/_resources/AGENTS.md, packages/uipath/src/uipath/_resources/CLAUDE.md
agent_instruction_max_bytes7,912
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

86Excellent
How it's scored
18/18One-command bootstrap — packages/uipath/justfile
22/22Automated tests
11/11Lint / format config
11/11Static type checking — packages/uipath-core/src/uipath/core/py.typed, packages/uipath-platform/src/uipath/platform/py.typed, packages/uipath/py.typed, packages/uipath/src/uipath/py.typed
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filespackages/uipath/justfile
has_devcontainerno
has_linter_configyes
typecheck_configspackages/uipath-core/src/uipath/core/py.typed, packages/uipath-platform/src/uipath/platform/py.typed, packages/uipath/py.typed, packages/uipath/src/uipath/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (packages/uipath-core/src/uipath/core/py.typed, packages/uipath-platform/src/uipath/platform/py.typed, packages/uipath/py.typed, packages/uipath/src/uipath/py.typed)
53.6/55Manageable file sizes — 17/668 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes201,659
source_files_sampled668
oversized_source_files17

Machine-readable interfaces

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

Key facts

93GitHub stars
82contributors
1,482commits, last 12 months
0days since last push
5releases
4bus factor
78open issues
—package ecosystems

More detail

OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-07-17 13:45 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities73 existing vulnerabilities detected
All dependencies 252

Full resolved dependency set from the GitHub dependency graph: 0 direct and 252 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPImkdocs-material—indirect
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PyPImkdocs-open-in-new-tab—indirect
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PyPImkdocstrings—indirect
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PyPIpandas—indirect
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PyPIplatformdirs4.5.1indirect
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PyPIpre-commit—indirect
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PyPIuipath2.10.30indirect
PyPIuipath2.10.32indirect
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PyPIuipath-dev—indirect
PyPIuipath-dev0.0.75indirect
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PyPIuipath-llamaindex—indirect
PyPIuipath-platform—indirect
PyPIuipath-platform0.1.11indirect
PyPIuipath-platform0.1.13indirect
PyPIuipath-platform0.1.8indirect
PyPIuipath-platform0.2.10indirect
PyPIuipath-runtime—indirect
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PyPIuipath-runtime0.9.3indirect
PyPIurllib32.6.3indirect
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PyPIvadersentiment3.3.2indirect
PyPIvirtualenv—indirect
PyPIvirtualenv20.36.1indirect
PyPIvirtualenv20.38.0indirect
PyPIwatchdog6.0.0indirect
PyPIwatchfiles1.1.1indirect
PyPIwcwidth0.6.0indirect
PyPIwebencodings0.5.1indirect
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PyPIyarl1.23.0indirect
PyPIzipp3.23.0indirect
Raw JSON report machine-readable

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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 v0.11.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.