Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-23 09:02 UTC

agentsea / agentdesk

A desktop for AI agents

PythonMIT★ 227 stars⑂ 23 forkssince Jan 2024View on GitHub ↗
KindCommand-line toolLibraryNetwork servicehow this is determined

agentsea/agentdesk holds a health index of 27 out of 100, placing it in the At Risk band. It scores highest on Community & Adoption (68/100) and lowest on Vitality (18/100). It was last updated 464 days ago. A single contributor accounts for most of its recent work.

27
overall / 100
At Risk

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.

27
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 47 is calibrated to 45 on the published index scale (record calibration 2026-08-02).

Ownership

agentseaOrganization
192 followers48 public repossince Aug 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIagentdesk0.2.137531134464 days ago

Metrics by category

Vitality

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

18Critical · 21% of overall

Development activity

1Critical
How it's scored
0/36Push recency — last push 464 days ago
0/36Commit cadence — 0/52 weeks with commits
0/18Commit volume — 0 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push464
active_weeks_last_year0

Release discipline

44Weak
How it's scored
27/27Ships releases — 1 releases published
0/36Release recency — latest release 927 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count1
latest_release_tagv0.2.44
releases_from_tagsno
days_since_latest_release927
mean_days_between_releases—
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?

68Good · 17% of overall

Popularity & adoption

54Moderate
How it's scored
38.2/60Stars — 227 stars
11.2/25Forks — 23 forks
4.3/15Watchers — 7 watchers
Inputs used
forks23
stars227
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateno

Sustainability & Governance

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

57Moderate · 23% of overall

Maintainer resilience (bus factor)

36Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
6.2/22.5Commit distribution — top contributor authored 72% of commits
10.8/13.5Contributor breadth — 8 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled8
top_contributor_share0.724

Issue & PR responsiveness

57Moderate
How it's scored
18.4/42Issue resolution — 44% of issues closed
30/30PR acceptance — 40/40 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 3/22 approved changesets -- score normalized to 1
Inputs used
merged_prs40
open_issues9
closed_issues7
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.438
closed_unmerged_prs0
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

65Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
16.4/25Owner reach — 192 followers of agentsea
18.6/25Track record — 48 public repos, account ~3 yr old
Inputs used
followers192
owner_typeOrganization
is_verifiedno
owner_loginagentsea
public_repos48
account_age_days1,156

Package maintenance

79Good
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
14/35Publish recency — latest publish 464 days ago
20/20Version history — 134 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesagentdesk
ecosystemspypi
any_deprecatedno
min_days_since_publish464

Engineering Quality

Are baseline engineering and documentation practices in place?

64Moderate · 19% of overall

Engineering practices

64Moderate
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — .flake8
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

65Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

29At Risk · 16% of overall

Security posture

27At Risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
0/2.5CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/22 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 5 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
2.5/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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 — 248 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2.7
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

39Weak
How it's scored
7/35Direct dependencies free of known advisories — 2 affected: pillow 10.4.0 (critical 9.8), paramiko 3.5.1 (low 3.4)
8.4/25Indirect dependencies free of known advisories — 2 affected: starlette 0.36.3 (high 7.5), urllib3 1.26.20 (high 7.5)
23.5/40No advisories left outstanding — 4 advisory-carrying package(s) unaddressed past 90 days; oldest published 737 days ago
Inputs used
sourceosv
advisories98
affected_packages4
assessed_packages96
unassessed_packages0
affected_by_severitycritical 1, high 2, low 1
direct_affected_packages2
Matched the pypi:agentdesk@0.2.137 runtime dependency closure — what installing the published package pulls in — 96 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.

46Weak · 4% of overall

Agent context & guidance

26At Risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.hub.agentsea.ai/llms.txt)
10.7/40Legible commit history — 20 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.hub.agentsea.ai/llms.txt
legible_history_share0.2
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

61Moderate
How it's scored
18/18One-command bootstrap — Makefile, docs/Makefile, ui/agentdesk/Makefile
22/22Automated tests
11/11Lint / format config — .flake8
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
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
lockfilespackage-lock.json, poetry.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, docs/Makefile, ui/agentdesk/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/51 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes41,564
source_files_sampled51
oversized_source_files0

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

227GitHub stars
8contributors
0commits, last 12 months
464days since last push
1releases
1bus factor
9open issues
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 ★ / 23 ⇿
0Stars
23Forks

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.

048121620242312024-072025-082026-09

Each point covers 2 days.

OpenSSF Scorecard 2.7 / 10
2.7aggregate

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 · 2026-10-23 09:01 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 5 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/22 approved changesets -- score normalized to 1
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities248 existing vulnerabilities detected
Direct dependencies 24
RegistryPackageVersion constraintManifest
PyPIrequests^2.31.0pyproject.toml
PyPIfastapi^0.109.0pyproject.toml
PyPIsqlalchemy^2.0.25pyproject.toml
PyPIpsycopg2-binary^2.9.9pyproject.toml
PyPIpsutil^5.9.8pyproject.toml
PyPIdocker^7.0.0pyproject.toml
PyPIpycdlib^1.14.0pyproject.toml
PyPInamesgenerator^0.3pyproject.toml
PyPIparamiko^3.4.0pyproject.toml
PyPItyper^0.9.0pyproject.toml
PyPItabulate^0.9.0pyproject.toml
PyPItqdm^4.66.2pyproject.toml
PyPItenacity^8.2.3pyproject.toml
PyPIgoogle-cloud-storage^2.14.0pyproject.toml
PyPIgoogle-cloud-compute^1.15.0pyproject.toml
PyPIgoogle-cloud-container^2.38.0pyproject.toml
PyPIboto3^1.34.28pyproject.toml
PyPIboto3-stubs^1.34.28pyproject.toml
PyPImypy-boto3-ec2^1.34.52pyproject.toml
PyPItoolfuse^0.1.13pyproject.toml
PyPIdevicebay^0.1.28pyproject.toml
PyPIkubernetes^31.0.0pyproject.toml
PyPIshortuuid^1.0.13pyproject.toml
PyPIpillow10.4.0pyproject.toml
All dependencies 1,449

Full resolved dependency set from the GitHub dependency graph: 24 direct and 1,425 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIgoogle-cloud-compute1.22.0direct
PyPIgoogle-cloud-container2.54.0direct
PyPIgoogle-cloud-storage2.19.0direct
PyPIkubernetes31.0.0direct
PyPImypy-boto3-ec21.35.72direct
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PyPIparamiko3.5.0direct
PyPIpillow10.4.0direct
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PyPIpsycopg2-binary2.9.10direct
PyPIpycdlib1.14.0direct
PyPIrequests2.32.3direct
PyPIshortuuid1.0.13direct
PyPIsqlalchemy2.0.36direct
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PyPItenacity8.5.0direct
PyPItoolfuse0.1.25direct
PyPItqdm4.67.1direct
PyPItyper0.9.4direct
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npmworkbox-google-analytics6.6.0indirect
npmworkbox-navigation-preload6.6.0indirect
npmworkbox-precaching6.6.0indirect
npmworkbox-range-requests6.6.0indirect
npmworkbox-recipes6.6.0indirect
npmworkbox-routing6.6.0indirect
npmworkbox-strategies6.6.0indirect
npmworkbox-streams6.6.0indirect
npmworkbox-sw6.6.0indirect
npmworkbox-webpack-plugin6.6.0indirect
npmworkbox-window6.6.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic3.0.3indirect
npmws7.5.9indirect
npmws8.16.0indirect
npmxml-name-validator3.0.0indirect
npmxmlchars2.2.0indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyallist4.0.0indirect
npmyaml1.10.2indirect
npmyaml2.3.4indirect
npmyargs16.2.0indirect
npmyargs-parser20.2.9indirect
npmyocto-queue0.1.0indirect
PyPIalabaster0.7.16indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.7.0indirect
PyPIappnope0.1.4indirect
PyPIasttokens3.0.0indirect
PyPIattrs24.2.0indirect
PyPIbabel2.16.0indirect
PyPIbcrypt4.2.1indirect
PyPIblack24.10.0indirect
PyPIbotocore1.35.76indirect
PyPIbotocore-stubs1.35.76indirect
PyPIcachetools5.5.0indirect
PyPIcertifi2024.8.30indirect
PyPIcffi1.17.1indirect
PyPIcharset-normalizer3.4.0indirect
PyPIclick8.1.7indirect
PyPIcolorama0.4.6indirect
PyPIcomm0.2.2indirect
PyPIcommonmark0.9.1indirect
PyPIcryptography44.0.0indirect
PyPIdebugpy1.8.9indirect
PyPIdecorator5.1.1indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.7.0indirect
PyPIdocstring-parser0.15indirect
PyPIdocutils0.20.1indirect
PyPIdurationpy0.9indirect
PyPIemail-validator2.2.0indirect
PyPIexceptiongroup1.2.2indirect
PyPIexecuting2.1.0indirect
PyPIflake87.1.1indirect
PyPIgoogle-api-core2.23.0indirect
PyPIgoogle-auth2.36.0indirect
PyPIgoogle-cloud-core2.4.1indirect
PyPIgoogle-crc32c1.6.0indirect
PyPIgoogle-resumable-media2.7.2indirect
PyPIgoogleapis-common-protos1.66.0indirect
PyPIgreenlet3.1.1indirect
PyPIgrpcio1.68.1indirect
PyPIgrpcio-status1.68.1indirect
PyPIh110.14.0indirect
PyPIhttpcore1.0.7indirect
PyPIhttptools0.6.4indirect
PyPIhttpx0.28.1indirect
PyPIidna3.10indirect
PyPIimagesize1.4.1indirect
PyPIiniconfig2.0.0indirect
PyPIipykernel6.29.5indirect
PyPIipython8.30.0indirect
PyPIitsdangerous2.2.0indirect
PyPIjedi0.19.2indirect
PyPIjinja23.1.4indirect
PyPIjiter0.8.0indirect
PyPIjmespath1.0.1indirect
PyPIjsonschema4.23.0indirect
PyPIjsonschema-specifications2024.10.1indirect
PyPIjupyter-client8.6.3indirect
PyPIjupyter-core5.7.2indirect
PyPImarkupsafe3.0.2indirect
PyPImatplotlib-inline0.1.7indirect
PyPImccabe0.7.0indirect
PyPImypy-extensions1.0.0indirect
PyPInest-asyncio1.6.0indirect
PyPIoauthlib3.2.2indirect
PyPIopenai1.57.0indirect
PyPIorjson3.10.12indirect
PyPIpackaging24.2indirect
PyPIparso0.8.4indirect
PyPIpathspec0.12.1indirect
PyPIpexpect4.9.0indirect
PyPIplatformdirs4.3.6indirect
PyPIpluggy1.5.0indirect
PyPIprompt-toolkit3.0.48indirect
PyPIproto-plus1.25.0indirect
PyPIprotobuf5.29.1indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpyasn10.6.1indirect
PyPIpyasn1-modules0.4.1indirect
PyPIpycodestyle2.12.1indirect
PyPIpycparser2.22indirect
PyPIpydantic2.10.3indirect
PyPIpydantic-core2.27.1indirect
PyPIpydantic-extra-types2.10.1indirect
PyPIpydantic-settings2.6.1indirect
PyPIpyflakes3.2.0indirect
PyPIpygments2.18.0indirect
PyPIpynacl1.5.0indirect
PyPIpytest8.3.4indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.0.1indirect
PyPIpython-multipart0.0.19indirect
PyPIpywin32308indirect
PyPIpyyaml6.0.2indirect
PyPIpyzmq26.2.0indirect
PyPIrecommonmark0.7.1indirect
PyPIreferencing0.35.1indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrpds-py0.22.3indirect
PyPIrsa4.9indirect
PyPIs3transfer0.10.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsnowballstemmer2.2.0indirect
PyPIsphinx7.4.7indirect
PyPIsphinx-rtd-theme2.0.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jquery4.1indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIstack-data0.6.3indirect
PyPIstarlette0.36.3indirect
PyPItomli2.2.1indirect
PyPItoolcore0.1.0indirect
PyPItornado6.4.2indirect
PyPItraitlets5.14.3indirect
PyPItypes-awscrt0.23.3indirect
PyPItypes-s3transfer0.10.4indirect
PyPItyping-extensions4.12.2indirect
PyPIujson5.10.0indirect
PyPIurllib31.26.20indirect
PyPIuvicorn0.32.1indirect
PyPIuvloop0.21.0indirect
PyPIwatchfiles1.0.0indirect
PyPIwcwidth0.2.13indirect
PyPIwebsocket-client1.8.0indirect
PyPIwebsockets14.1indirect
Dependency advisories 4

Installing pypi:agentdesk@0.2.137 pulls in 96 packages, direct and transitive: 4 carry known advisories, of which 2 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
pillow10.4.0directcritical6813.0.0
starlette0.36.3indirecthigh141.3.1
urllib31.26.20indirecthigh142.8.0
paramiko3.5.1directlow2—

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.

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 v0.34.0 — full methodology · metrics wiki.

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