Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 12:43 UTC
miguelgrinberg / python-socketio
Python Socket.IO server and client
miguelgrinberg/python-socketio holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Community & Adoption (92/100) and lowest on AI Readiness (46/100). It was last updated 27 days ago. A single contributor accounts for most of its recent work.
76
overall / 100Software 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.
76
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)
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.
Ownership
Miguel GrinbergPersonal account
12,934 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
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | python-socketio | 5.16.3 | 28,287,205 | 109 | 32 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
86
Development activity
76Good
How it's scored
| 28.8/36 | Push recency — last push 27 days ago |
| 20.1/36 | Commit cadence — 29/52 weeks with commits |
| 17.4/18 | Commit volume — 86 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 20 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 86 |
| human_commit_share | — |
| days_since_last_push | 27 |
| active_weeks_last_year | 29 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 32 days ago |
| 27/27 | Release cadence — a release every ~28.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | v5.16.3 |
| releases_from_tags | no |
| days_since_latest_release | 32 |
| mean_days_between_releases | 28.7 |
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?
92
Popularity & adoption
92Excellent
How it's scored
| 59/60 | Stars — 4,369 stars |
| 23.3/25 | Forks — 624 forks |
| 9.8/15 | Watchers — 58 watchers |
Inputs used
| forks | 624 |
| stars | 4,369 |
| watchers | 58 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
100Excellent
How it's scored
| 80/80 | Monthly downloads — 28,287,205 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | python-socketio |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 28,287,205 |
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?
67
Maintainer resilience (bus factor)
34At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 5.8/22.5 | Commit distribution — top contributor authored 74% of commits |
| 13.5/13.5 | Contributor breadth — 79 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 79 |
| top_contributor_share | 0.742 |
How it's scored
| 46.3/46.8 | Issue resolution — 99% of issues closed |
| 25.1/38.3 | PR acceptance — 207/315 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 207 |
| open_issues | 9 |
| closed_issues | 855 |
| issue_closed_ratio | 0.99 |
| closed_unmerged_prs | 108 |
Ownership & stewardship
75Good
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 25/25 | Owner reach — 12,934 followers of miguelgrinberg |
| 25/25 | Track record — 204 public repos, account ~13 yr old |
Inputs used
| followers | 12,934 |
| owner_type | User |
| is_verified | — |
| owner_login | miguelgrinberg |
| public_repos | 204 |
| account_age_days | 5,004 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 32 days ago |
| 20/20 | Version history — 109 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | python-socketio |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 32 |
Engineering Quality
Are baseline engineering and documentation practices in place?
75
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 4/20 | OpenSSF Scorecard: CI-Tests — 5 out of 20 merged PRs checked by a CI test -- score normalized to 2 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
85Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 11 topics |
| 10/10 | Wiki |
Inputs used
| topics | socket-io, socketio, socketio-server, websocket, long-polling, low-latency, web-server, python, asyncio, eventlet, gevent |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
58
Security posture
58Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.5/2.5 | CI-Tests — 5 out of 20 merged PRs checked by a CI test -- score normalized to 2 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 20 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 2/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 0/7.5 | Vulnerabilities — 13 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.8 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
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.
46
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| 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
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 4/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| 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.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/113 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 51,127 |
| source_files_sampled | 113 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
4,369GitHub stars
79contributors
86commits, last 12 months
27days since last push
100releases
1bus factor
9open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 2 | CI-Tests | 5 out of 20 merged PRs checked by a CI test -- score normalized to 2 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/12 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 20 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 4 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 4 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 0 | Vulnerabilities | 13 existing vulnerabilities detected |
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | bidict | >= 0.21.0 | pyproject.toml |
| PyPI | python-engineio | >= 4.13.2 | pyproject.toml |
All dependencies 142
Full resolved dependency set from the GitHub dependency graph: 3 direct and 139 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | bidict | — | direct |
| PyPI | bidict | 0.22.1 | direct |
| PyPI | python-engineio | — | direct |
| npm | @socket.io/admin-ui | 0.5.1 | indirect |
| npm | @socket.io/component-emitter | 3.1.0 | indirect |
| npm | @types/bcryptjs | 2.4.2 | indirect |
| npm | @types/cors | 2.8.17 | indirect |
| npm | @types/node | 22.7.5 | indirect |
| npm | @types/ws | 8.18.1 | indirect |
| npm | accepts | 1.3.8 | indirect |
| npm | array-flatten | 1.1.1 | indirect |
| npm | base64id | 2.0.0 | indirect |
| npm | bcryptjs | 2.4.3 | indirect |
| npm | body-parser | 1.20.5 | indirect |
| npm | bytes | 3.1.2 | indirect |
| npm | call-bind-apply-helpers | 1.0.2 | indirect |
| npm | call-bound | 1.0.4 | indirect |
| npm | content-disposition | 0.5.4 | indirect |
| npm | content-type | 1.0.5 | indirect |
| npm | cookie | 0.7.1 | indirect |
| npm | cookie | 0.7.2 | indirect |
| npm | cookie-signature | 1.0.6 | indirect |
| npm | cors | 2.8.5 | indirect |
| npm | debug | 2.6.9 | indirect |
| npm | debug | 4.3.4 | indirect |
| npm | debug | 4.4.3 | indirect |
| npm | depd | 2.0.0 | indirect |
| npm | destroy | 1.2.0 | indirect |
| npm | dunder-proto | 1.0.1 | indirect |
| npm | ee-first | 1.1.1 | indirect |
| npm | encodeurl | 1.0.2 | indirect |
| npm | encodeurl | 2.0.0 | indirect |
| npm | engine.io | 6.6.8 | indirect |
| npm | engine.io-client | 6.6.5 | indirect |
| npm | engine.io-parser | 5.2.1 | indirect |
| npm | es-define-property | 1.0.1 | indirect |
| npm | es-errors | 1.3.0 | indirect |
| npm | es-object-atoms | 1.1.1 | indirect |
| npm | escape-html | 1.0.3 | indirect |
| npm | etag | 1.8.1 | indirect |
| npm | express | 4.22.2 | indirect |
| npm | finalhandler | 1.3.1 | indirect |
| npm | forwarded | 0.2.0 | indirect |
| npm | fresh | 0.5.2 | indirect |
| npm | function-bind | 1.1.2 | indirect |
| npm | get-intrinsic | 1.3.0 | indirect |
| npm | get-proto | 1.0.1 | indirect |
| npm | gopd | 1.2.0 | indirect |
| npm | has-symbols | 1.1.0 | indirect |
| npm | hasown | 2.0.2 | indirect |
| npm | http-errors | 2.0.0 | indirect |
| npm | http-errors | 2.0.1 | indirect |
| npm | iconv-lite | 0.4.24 | indirect |
| npm | inherits | 2.0.4 | indirect |
| npm | ipaddr.js | 1.9.1 | indirect |
| npm | math-intrinsics | 1.1.0 | indirect |
| npm | media-typer | 0.3.0 | indirect |
| npm | merge-descriptors | 1.0.3 | indirect |
| npm | methods | 1.1.2 | indirect |
| npm | mime | 1.6.0 | indirect |
| npm | mime-db | 1.52.0 | indirect |
| npm | mime-types | 2.1.35 | indirect |
| npm | ms | 2.0.0 | indirect |
| npm | ms | 2.1.2 | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | negotiator | 0.6.3 | indirect |
| npm | object-assign | 4.1.1 | indirect |
| npm | object-inspect | 1.13.4 | indirect |
| npm | on-finished | 2.4.1 | indirect |
| npm | parseurl | 1.3.3 | indirect |
| npm | path-to-regexp | 0.1.12 | indirect |
| npm | path-to-regexp | 0.1.13 | indirect |
| npm | proxy-addr | 2.0.7 | indirect |
| npm | qs | 6.15.2 | indirect |
| npm | range-parser | 1.2.1 | indirect |
| npm | raw-body | 2.5.3 | indirect |
| npm | safe-buffer | 5.2.1 | indirect |
| npm | safer-buffer | 2.1.2 | indirect |
| npm | send | 0.19.0 | indirect |
| npm | serve-static | 1.16.2 | indirect |
| npm | setprototypeof | 1.2.0 | indirect |
| npm | side-channel | 1.1.0 | indirect |
| npm | side-channel-list | 1.0.0 | indirect |
| npm | side-channel-map | 1.0.1 | indirect |
| npm | side-channel-weakmap | 1.0.2 | indirect |
| npm | smoothie | 1.19.0 | indirect |
| npm | socket.io | 4.8.0 | indirect |
| npm | socket.io-adapter | 2.5.7 | indirect |
| npm | socket.io-client | 4.8.3 | indirect |
| npm | socket.io-parser | 4.2.6 | indirect |
| npm | statuses | 2.0.1 | indirect |
| npm | statuses | 2.0.2 | indirect |
| npm | toidentifier | 1.0.1 | indirect |
| npm | type-is | 1.6.18 | indirect |
| npm | undici-types | 6.19.8 | indirect |
| npm | unpipe | 1.0.0 | indirect |
| npm | utils-merge | 1.0.1 | indirect |
| npm | vary | 1.1.2 | indirect |
| npm | ws | 8.20.1 | indirect |
| npm | xmlhttprequest-ssl | 2.1.2 | indirect |
| PyPI | aiofiles | 0.3.0 | indirect |
| PyPI | aiohttp | — | indirect |
| PyPI | aiohttp | 3.14.1 | indirect |
| PyPI | asgiref | 3.6.0 | indirect |
| PyPI | async-timeout | 1.1.0 | indirect |
| PyPI | chardet | 2.3.0 | indirect |
| PyPI | click | 7.0 | indirect |
| PyPI | click | 7.1.2 | indirect |
| PyPI | django | 4.2.30 | indirect |
| PyPI | enum-compat | 0.0.2 | indirect |
| PyPI | enum34 | 1.1.6 | indirect |
| PyPI | eventlet | 0.40.3 | indirect |
| PyPI | flask | 1.0.2 | indirect |
| PyPI | greenlet | 0.4.12 | indirect |
| PyPI | gunicorn | 23.0.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | httptools | 0.0.9 | indirect |
| PyPI | httptools | 0.1.1 | indirect |
| PyPI | itsdangerous | 1.1.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | markupsafe | 1.1.0 | indirect |
| PyPI | multidict | 2.1.4 | indirect |
| PyPI | packaging | 16.8 | indirect |
| PyPI | pyparsing | 2.1.10 | indirect |
| PyPI | python-socketio | — | indirect |
| PyPI | requests | — | indirect |
| PyPI | sanic | 20.12.7 | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | simple-websocket | — | indirect |
| PyPI | six | 1.10.0 | indirect |
| PyPI | six | 1.11.0 | indirect |
| PyPI | sqlparse | 0.5.4 | indirect |
| PyPI | tornado | 6.5.7 | indirect |
| PyPI | ujson | 5.12.1 | indirect |
| PyPI | uvicorn | 0.13.1 | indirect |
| PyPI | uvloop | 0.14.0 | indirect |
| PyPI | uvloop | 0.8.0 | indirect |
| PyPI | websocket-client | — | indirect |
| PyPI | websockets | 9.1 | indirect |
| PyPI | werkzeug | 2.2.3 | indirect |
| PyPI | wsproto | 1.2.0 | indirect |
| PyPI | yarl | 0.9.2 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"socket-io",
"socketio",
"socketio-server",
"websocket",
"long-polling",
"low-latency",
"web-server",
"python",
"asyncio",
"eventlet",
"gevent"
],
"is_fork": false,
"size_kb": 2085,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 186,
"Python": 688477
},
"pushed_at": "2026-06-20T16:09:58Z",
"created_at": "2015-07-15T06:17:03Z",
"owner_type": "User",
"updated_at": "2026-07-16T14:44:27Z",
"description": "Python Socket.IO server and client",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://blog.miguelgrinberg.com",
"name": "Miguel Grinberg",
"type": "User",
"login": "miguelgrinberg",
"company": "Elastic",
"location": "Ireland",
"followers": 12934,
"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": 5004
},
"activity": {
"releases_count": 100,
"commits_last_year": 86,
"latest_release_at": "2026-06-15T22:07:05Z",
"latest_release_tag": "v5.16.3",
"releases_from_tags": false,
"days_since_last_push": 27,
"active_weeks_last_year": 29,
"days_since_latest_release": 32,
"mean_days_between_releases": 28.7
},
"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": {
"packages": [
{
"name": "python-socketio",
"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-socketio/",
"is_deprecated": false,
"latest_version": "5.16.3",
"repository_url": "https://github.com/miguelgrinberg/python-socketio",
"versions_count": 109,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 28287205,
"first_published_at": "2015-07-15T07:15:54.157669Z",
"latest_published_at": "2026-06-15T22:07:04.003466Z",
"latest_version_yanked": null,
"days_since_latest_publish": 32
}
]
},
"popularity": {
"forks": 624,
"stars": 4369,
"watchers": 58,
"open_issues_and_prs": 13
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 51127,
"source_files_sampled": 113,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "bidict",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">= 0.21.0"
},
{
"name": "python-engineio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">= 4.13.2"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "bidict",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "bidict",
"direct": true,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "python-engineio",
"direct": true,
"version": null,
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
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{
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"source": {
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{
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{
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]
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{
"key": "community_health",
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"note": null,
"notes": [],
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{
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{
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{
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{
"key": "issue_template",
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"components": [
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],
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{
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"points": 0,
"status": "excluded",
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],
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{
"key": "governance",
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"key": "bus_factor",
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"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
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{
"key": "commit_distribution",
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{
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{
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]
},
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}
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{
"key": "pr_acceptance",
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"key": "verified_domain",
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"code": "not_applicable_to_user_accounts",
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{
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]
},
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"key": "package_maintenance",
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{
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"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.8
},
"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": "5 out of 20 merged PRs checked by a CI test -- score normalized to 2",
"points": 0.5,
"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 0/12 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"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": "20 commit(s) and 5 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 4",
"points": 2,
"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": "13 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"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": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"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": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"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": 46,
"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": 79,
"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 4",
"points": 4,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 51127,
"source_files_sampled": 113,
"oversized_source_files": 0
},
"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": "0/113 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 113,
"oversized": 0
}
}
],
"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": "2026-07-18T12:43:17.738144Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/miguelgrinberg/python-socketio.svg",
"full_name": "miguelgrinberg/python-socketio",
"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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.