Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 18:36 UTC

miguelgrinberg / python-engineio

Python Engine.IO server and client

PythonMIT★ 257 stars⑂ 167 forkssince Jun 2015View on GitHub ↗

miguelgrinberg/python-engineio holds a health index of 34 out of 100, placing it in the At risk band. It scores highest on Vitality (76/100) and lowest on Security (42/100). It was last updated 29 days ago. A single contributor accounts for most of its recent work.

34
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; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

34
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

Miguel GrinbergPersonal account
12,935 followers204 public repossince Nov 2012Elastic

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIpython-engineio4.13.3-14529 days ago

Metrics by category

Vitality

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

76Good · 22% of overall
How it's scored
28.8/36Push recency — last push 29 days ago
11.1/36Commit cadence — 16/52 weeks with commits
15.1/18Commit volume — 47 commits in the last year
10/10OpenSSF Scorecard: Maintained — 22 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year47
human_commit_share
days_since_last_push29
active_weeks_last_year16
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 29 days ago
19.8/27Release cadence — a release every ~61.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv4.13.3
releases_from_tagsno
days_since_latest_release29
mean_days_between_releases61.1
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?

73Good · 18% of overall
How it's scored
39.1/60Stars — 257 stars
18.5/25Forks — 167 forks
5.6/15Watchers — 11 watchers
Inputs used
forks167
stars257
watchers11
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
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

64Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3.5/22.5Commit distribution — top contributor authored 84% of commits
13.5/13.5Contributor breadth — 50 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled50
top_contributor_share0.845
How it's scored
46.1/46.8Issue resolution — 99% of issues closed
21.4/38.3PR acceptance — 114/204 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/16 approved changesets -- score normalized to 0
Inputs used
merged_prs114
open_issues3
closed_issues224
issue_closed_ratio0.987
closed_unmerged_prs90
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
25/25Owner reach — 12,935 followers of miguelgrinberg
25/25Track record — 204 public repos, account ~13 yr old
Inputs used
followers12,935
owner_typeUser
is_verified
owner_loginmiguelgrinberg
public_repos204
account_age_days5,007
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 29 days ago
20/20Version history — 145 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespython-engineio
ecosystemspypi
any_deprecatedno
min_days_since_publish29

Engineering Quality

Are baseline engineering and documentation practices in place?

74Good · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — tox.ini
0/9.6Pre-commit hooks
0/6.4.editorconfig
2/20OpenSSF Scorecard: CI-Tests — 3 out of 18 merged PRs checked by a CI test -- score normalized to 1
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicspython, socket-io, websocket
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

42At risk · 16% of overall
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
0.2/2.5CI-Tests — 3 out of 18 merged PRs checked by a CI test -- score normalized to 1
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/16 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 — 22 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file 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_aggregate5.6
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction56
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
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_packages3
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 pypi:python-engineio@4.13.3 runtime dependency closure — what installing the published package pulls in — 3 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

45At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — tox.ini
0/11Static type checking
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
0/45Type-checkable code — Python without a type-check config
50.4/55Manageable file sizes — 6/71 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes120,917
source_files_sampled71
oversized_source_files6
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files

Key facts

257GitHub stars
50contributors
47commits, last 12 months
29days since last push
100releases
1bus factor
3open issues
PyPIpackage ecosystems

More detail

OpenSSF Scorecard 5.6 / 10
5.6aggregate

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 · 2026-07-20 18:36 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
1CI-Tests3 out of 18 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/16 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained22 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities27 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
PyPIsimple-websocket>= 0.10.0pyproject.toml
All dependencies 255

Full resolved dependency set from the GitHub dependency graph: 1 direct and 254 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIsimple-websocketdirect
npm@socket.io/component-emitter3.1.2indirect
npm@types/cors2.8.12indirect
npm@types/node18.11.9indirect
npm@types/ws8.18.1indirect
npmaccepts1.3.8indirect
npmacorn2.7.0indirect
npmacorn4.0.13indirect
npmamdefine1.0.1indirect
npmarray-flatten1.1.1indirect
npmassert1.1.2indirect
npmastw2.2.0indirect
npmasync0.2.10indirect
npmBase640.2.1indirect
npmbase64-js0.0.7indirect
npmbase64id2.0.0indirect
npmbody-parser1.20.5indirect
npmbrowser-pack2.0.1indirect
npmbrowser-resolve1.2.4indirect
npmbrowserify4.1.9indirect
npmbrowserify-zlib0.1.4indirect
npmbuffer2.8.3indirect
npmbuiltins0.0.7indirect
npmbytes3.1.2indirect
npmcall-bind-apply-helpers1.0.2indirect
npmcall-bound1.0.4indirect
npmcallsite1.0.0indirect
npmcamelcase1.2.1indirect
npmcombine-source-map0.3.0indirect
npmcommondir0.0.1indirect
npmconcat-stream1.4.11indirect
npmconsole-browserify1.0.3indirect
npmconstants-browserify0.0.1indirect
npmcontent-disposition0.5.4indirect
npmcontent-type1.0.5indirect
npmconvert-source-map0.3.5indirect
npmconvert-source-map1.1.1indirect
npmcookie0.7.2indirect
npmcookie-signature1.0.6indirect
npmcore-util-is1.0.2indirect
npmcors2.8.5indirect
npmcrypto-browserify1.0.9indirect
npmdebounce1.2.0indirect
npmdebug2.2.0indirect
npmdebug2.6.9indirect
npmdebug4.4.3indirect
npmdecamelize1.2.0indirect
npmdeep-equal0.1.2indirect
npmdefined0.0.0indirect
npmdepd2.0.0indirect
npmdeps-sort0.1.2indirect
npmderequire0.8.0indirect
npmdestroy1.2.0indirect
npmdetective3.1.0indirect
npmdomain-browser1.1.7indirect
npmdunder-proto1.0.1indirect
npmduplexer0.1.2indirect
npmduplexer20.0.2indirect
npmee-first1.1.1indirect
npmenchilada0.13.0indirect
npmencodeurl1.0.2indirect
npmencodeurl2.0.0indirect
npmengine.io6.6.8indirect
npmengine.io6.6.9indirect
npmengine.io-client6.6.5indirect
npmengine.io-client6.6.6indirect
npmengine.io-parser5.2.3indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-object-atoms1.1.1indirect
npmescape-html1.0.3indirect
npmescodegen1.1.0indirect
npmescope0.0.16indirect
npmesprima1.0.4indirect
npmesprima-fb3001.1.0-dev-harmony-fbindirect
npmesrefactor0.1.0indirect
npmestraverse0.0.4indirect
npmestraverse1.5.1indirect
npmesutils1.0.0indirect
npmetag1.8.1indirect
npmevents1.0.2indirect
npmexpress4.22.2indirect
npmfilewatcher3.0.0indirect
npmfinalhandler1.3.1indirect
npmforwarded0.2.0indirect
npmfresh0.5.2indirect
npmfunction-bind1.1.2indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmglob3.2.11indirect
npmgopd1.2.0indirect
npmhas-symbols1.1.0indirect
npmhasown2.0.2indirect
npmhttp-browserify1.3.2indirect
npmhttp-errors2.0.0indirect
npmhttp-errors2.0.1indirect
npmhttps-browserify0.0.1indirect
npmiconv-lite0.4.24indirect
npmieee7541.2.1indirect
npmindexof0.0.1indirect
npminherits2.0.1indirect
npminherits2.0.3indirect
npminherits2.0.4indirect
npminline-source-map0.3.1indirect
npminsert-module-globals6.0.0indirect
npmipaddr.js1.9.1indirect
npmis-array1.0.1indirect
npmisarray0.0.1indirect
npmjsonparse0.0.5indirect
npmJSONStream0.6.4indirect
npmJSONStream0.7.4indirect
npmlexical-scope1.1.1indirect
npmlru-cache2.7.3indirect
npmmath-intrinsics1.1.0indirect
npmmedia-typer0.3.0indirect
npmmerge-descriptors1.0.3indirect
npmmethods1.1.2indirect
npmmime1.2.11indirect
npmmime1.6.0indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmminimatch0.3.0indirect
npmminimist0.0.10indirect
npmmodule-deps2.1.5indirect
npmms0.7.1indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmnegotiator0.6.3indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmobject-keys0.4.0indirect
npmon-finished2.4.1indirect
npmoptimist0.3.7indirect
npmos-browserify0.1.2indirect
npmpako0.2.9indirect
npmparents0.0.2indirect
npmparents0.0.3indirect
npmparseurl1.3.3indirect
npmpath-browserify0.0.1indirect
npmpath-platform0.0.1indirect
npmpath-to-regexp0.1.12indirect
npmpath-to-regexp0.1.13indirect
npmprocess0.5.2indirect
npmprocess0.6.0indirect
npmprocess0.7.0indirect
npmproxy-addr2.0.7indirect
npmpunycode1.2.4indirect
npmpunycode1.3.2indirect
npmqs6.15.2indirect
npmquerystring0.2.0indirect
npmquerystring-es30.2.1indirect
npmrange-parser1.2.1indirect
npmraw-body2.5.3indirect
npmreadable-stream1.0.34indirect
npmreadable-stream1.1.14indirect
npmready-signal1.3.0indirect
npmresolve0.3.1indirect
npmresolve0.6.3indirect
npmresolve0.7.4indirect
npmrfile1.0.0indirect
npmruglify1.0.0indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsend0.19.0indirect
npmserve-static1.16.2indirect
npmsetprototypeof1.2.0indirect
npmshallow-copy0.0.1indirect
npmshell-quote0.0.1indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsigmund1.0.1indirect
npmsmoothie1.19.0indirect
npmsource-map0.1.34indirect
npmsource-map0.1.43indirect
npmsource-map0.3.0indirect
npmsource-map0.5.7indirect
npmstatuses2.0.1indirect
npmstatuses2.0.2indirect
npmstream-browserify1.0.0indirect
npmstream-combiner0.0.4indirect
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npmstring_decoder0.0.1indirect
npmstring_decoder0.10.31indirect
npmsubarg0.0.1indirect
npmsyntax-error1.1.6indirect
npmthrough2.2.7indirect
npmthrough2.3.8indirect
npmthrough20.4.2indirect
npmtimers-browserify1.0.3indirect
npmtoidentifier1.0.1indirect
npmtty-browserify0.0.1indirect
npmtype-is1.6.18indirect
npmtypedarray0.0.6indirect
npmuglify-js2.2.5indirect
npmuglify-js2.4.24indirect
npmuglify-js2.5.0indirect
npmuglify-to-browserify1.0.2indirect
npmumd2.1.0indirect
npmunpipe1.0.0indirect
npmurl0.10.3indirect
npmutil0.10.3indirect
npmutil0.10.4indirect
npmutils-merge1.0.1indirect
npmvary1.1.2indirect
npmvm-browserify0.0.4indirect
npmwindow-size0.1.0indirect
npmwordwrap0.0.2indirect
npmws8.20.1indirect
npmws8.21.0indirect
npmxmlhttprequest-ssl2.1.2indirect
npmxtend2.1.2indirect
npmxtend3.0.0indirect
npmyargs3.5.4indirect
PyPIaiofiles0.8.0indirect
PyPIaiohttpindirect
PyPIaiohttp3.14.1indirect
PyPIappdirs1.4.0indirect
PyPIasync-timeout1.1.0indirect
PyPIchardet2.3.0indirect
PyPIclick6.7indirect
PyPIclick7.0indirect
PyPIenum-compat0.0.2indirect
PyPIenum341.1.6indirect
PyPIeventlet0.40.3indirect
PyPIflask1.0.2indirect
PyPIgreenlet0.4.12indirect
PyPIh110.16.0indirect
PyPIhttptools0.0.13indirect
PyPIhttptools0.3.0indirect
PyPIitsdangerous0.24indirect
PyPIjinja23.1.6indirect
PyPImarkupsafe0.23indirect
PyPImultidict2.1.4indirect
PyPImultidict5.2.0indirect
PyPIpackaging16.8indirect
PyPIpyparsing2.1.10indirect
PyPIpython-engineioindirect
PyPIrequestsindirect
PyPIsanic21.12.2indirect
PyPIsanic-routing0.7.2indirect
PyPIsetuptoolsindirect
PyPIsix1.10.0indirect
PyPIsix1.11.0indirect
PyPItornado6.5.7indirect
PyPIujson5.12.1indirect
PyPIuvicorn0.11.7indirect
PyPIuvloop0.12.2indirect
PyPIuvloop0.16.0indirect
PyPIwebsocket-clientindirect
PyPIwebsockets10.1indirect
PyPIwebsockets7.0indirect
PyPIwerkzeug2.3.8indirect
PyPIyarl0.8.1indirect
Dependency advisories 0

Installing pypi:python-engineio@4.13.3 pulls in 3 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.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "socket-io",
        "websocket"
      ],
      "is_fork": false,
      "size_kb": 2051,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "HTML": 64,
        "Shell": 151,
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      },
      "pushed_at": "2026-06-20T22:53:55Z",
      "created_at": "2015-06-21T23:17:21Z",
      "owner_type": "User",
      "updated_at": "2026-06-20T22:53:58Z",
      "description": "Python Engine.IO server and client",
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      "login": "miguelgrinberg",
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      "avatar_url": "https://avatars.githubusercontent.com/u/2715854?v=4",
      "created_at": "2012-11-03T16:29:31Z",
      "is_verified": null,
      "public_repos": 204,
      "account_age_days": 5007
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
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      "commits_last_year": 47,
      "latest_release_at": "2026-06-20T22:53:53Z",
      "latest_release_tag": "v4.13.3",
      "releases_from_tags": false,
      "days_since_last_push": 29,
      "active_weeks_last_year": 16,
      "days_since_latest_release": 29,
      "mean_days_between_releases": 61.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
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        {
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          "exists": true,
          "license": "MIT",
          "keywords": [
            "Environment :: Web Environment",
            "Intended Audience :: Developers",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/python-engineio/",
          "is_deprecated": false,
          "latest_version": "4.13.3",
          "repository_url": "https://github.com/miguelgrinberg/python-engineio",
          "versions_count": 145,
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              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.6,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 28,
              "security_posture_before_jurisdiction": 56
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 18 merged PRs checked by a CI test -- score normalized to 1",
                "points": 0.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/16 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "22 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "27 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-engineio@4.13.3 runtime dependency closure — what installing the published package pulls in — 3 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:python-engineio@4.13.3",
                  "assessed": 3
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 3,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 3,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 120917,
              "source_files_sampled": 71,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/71 source files over 60KB",
                "points": 50.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 71,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T18:36:52.591927Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/miguelgrinberg/python-engineio.svg",
  "full_name": "miguelgrinberg/python-engineio",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.

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