Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-27 21:44 UTC

e2b-dev / code-interpreter

Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app

PythonApache-2.0★ 2,385 stars⑂ 224 forkssince Mar 2024View on GitHub ↗
#ai#code-interpreter#cohere#gpt#ai-data-analysis#anthropic#jupyter#jupyter-notebook#llm#openai#javascript#python#typescript

e2b-dev/code-interpreter holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Vitality (94/100) and lowest on Community & Adoption (67/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

90
overall / 100
Excellent

Software health index

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

90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

E2B | Cloud for AI AgentsOrganization · verified domain
3,172 followers78 public repossince Mar 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIe2b-chartspoints to another repo — not scored1.0.01,3765168 days ago

Metrics by category

Vitality

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

94Exceptional · 21% of overall

Development activity

90Excellent
How it's scored
36/36Push recency — last push 1 days ago
25.6/36Commit cadence — 37/52 weeks with commits
18/18Commit volume — 163 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year163
human_commit_share0.38
days_since_last_push1
active_weeks_last_year37

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 13 days ago
27/27Release cadence — a release every ~7.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag@e2b/code-interpreter-python@2.9.1
releases_from_tagsno
days_since_latest_release13
mean_days_between_releases7.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

67Good · 17% of overall

Popularity & adoption

81Excellent
How it's scored
54.8/60Stars — 2,385 stars
19.6/25Forks — 224 forks
6.7/15Watchers — 17 watchers
Inputs used
forks224
stars2,385
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Sustainability & Governance

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

70Good · 23% of overall

Maintainer resilience (bus factor)

42Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9.9/22.5Commit distribution — top contributor authored 56% of commits
13.5/13.5Contributor breadth — 18 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled18
top_contributor_share0.559

Issue & PR responsiveness

80Excellent
How it's scored
32/42Issue resolution — 76% of issues closed
24/30PR acceptance — 211/264 decided PRs merged
13/13Newcomer PR acceptance — 3/3 first-time contributors' PRs merged in 30d
10.5/15OpenSSF Scorecard: Code-Review — Found 13/18 approved changesets -- score normalized to 7
Inputs used
merged_prs211
open_issues15
closed_issues48
prs_merged_7d2
prs_decided_7d2
prs_merged_30d8
prs_decided_30d11
issue_closed_ratio0.762
closed_unmerged_prs53
first_time_authors_30d2
first_time_prs_merged_30d3
first_time_prs_decided_30d3

Ownership & stewardship

95Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 3,172 followers of e2b-dev
19.8/25Track record — 78 public repos, account ~3 yr old
Inputs used
followers3,172
owner_typeOrganization
is_verifiedyes
owner_logine2b-dev
public_repos78
account_age_days1,246

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
16/16Linter config — chart_data_extractor/pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://e2b.dev/?utm_source=github&utm_medium=referral&utm_campaign=repo_website&utm_content=code-interpreter
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsai, code-interpreter, cohere, gpt, ai-data-analysis, anthropic, jupyter, jupyter-notebook, llm, openai, javascript, python, typescript
has_wikino
homepagehttps://e2b.dev/?utm_source=github&utm_medium=referral&utm_campaign=repo_website&utm_content=code-interpreter
docs_sitehttps://e2b.dev/?utm_source=github&utm_medium=referral&utm_campaign=repo_website&utm_content=code-interpreter
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

73Good · 16% of overall

Security posture

66Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 13/18 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.6
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages16
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:e2b-charts@1.0.0 runtime dependency closure — what installing the published package pulls in — 16 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.

70Good · 4% of overall

Agent context & guidance

55Moderate
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://e2b.dev/llms.txt)
40/40Legible commit history — 38 of 38 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://e2b.dev/llms.txt
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

86Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — chart_data_extractor/pyproject.toml ([tool.ruff])
0/11Static type checking
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 26 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 39 of the last 100 commits are automated dependency updates
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, poetry.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.26
toolchain_manifests—
dependency_bot_commit_share0.39

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/52 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes35,399
source_files_sampled52
oversized_source_files0

Key facts

2,385GitHub stars
18contributors
163commits, last 12 months
1days since last push
100releases
1bus factor
15open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'e2b-charts' points at a different repository (https://github.com/e2b-dev/e2b-code-interpreter/tree/python); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 224 ⇿
0Stars
224Forks
100Releases

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.

0408012016020024022162024-042025-062026-08
Major 0Minor 0Patch 0

Each point covers 3 days.

OpenSSF Scorecard 6.6 / 10
6.6aggregate

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 · 2026-08-27 21:42 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 13/18 approved changesets -- score normalized to 7
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
PyPInumpy^2.2.6chart_data_extractor/pyproject.toml
PyPImatplotlib^3.10.3chart_data_extractor/pyproject.toml
PyPIpydantic^2.9.1chart_data_extractor/pyproject.toml
All dependencies 255

Full resolved dependency set from the GitHub dependency graph: 5 direct and 250 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPImatplotlib3.10.9direct
PyPInumpy2.2.6direct
PyPInumpy2.3.5direct
PyPIpydantic2.9.1direct
PyPIpydantic2.9.2direct
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npm@changesets/errors0.2.0indirect
npm@changesets/git3.0.4indirect
npm@changesets/logger0.1.1indirect
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npm@changesets/read0.6.7indirect
npm@changesets/types4.1.0indirect
npm@changesets/types6.1.0indirect
npm@eslint-community/eslint-utils4.10.1indirect
npm@eslint-community/regexpp4.12.2indirect
npm@eslint/eslintrc2.1.4indirect
npm@eslint/js8.57.1indirect
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npm@humanwhocodes/module-importer1.0.1indirect
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npm@typescript-eslint/eslint-plugin7.18.0indirect
npm@typescript-eslint/eslint-plugin^7.11.0indirect
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npm@typescript-eslint/parser^7.11.0indirect
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npmyocto-queue0.1.0indirect
PyPIaiohttp3.14.3indirect
PyPIannotated-types0.7.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIbokeh3.9.1indirect
PyPIcolorama0.4.6indirect
PyPIcontourpy1.3.0indirect
PyPIcycler0.12.1indirect
PyPIe2b2.32.0indirect
PyPIe2b-charts—indirect
PyPIexceptiongroup1.3.1indirect
PyPIfastapi0.111.0indirect
PyPIfonttools4.61.0indirect
PyPIgensim4.4.0indirect
PyPIhttpx0.28.1indirect
PyPIimageio2.37.3indirect
PyPIiniconfig2.0.0indirect
PyPIipykernel6.31.0indirect
PyPIipython9.15.0indirect
PyPIjoblib1.5.3indirect
PyPIjupyter-server2.20.0indirect
PyPIkaleido1.3.0indirect
PyPIkiwisolver1.4.7indirect
PyPIlibrosa0.11.0indirect
PyPInltk3.10.0indirect
PyPInumba0.66.0indirect
PyPIopencv-python4.11.0.86indirect
PyPIopenpyxl3.1.5indirect
PyPIorjson3.11.9indirect
PyPIpackaging24.1indirect
PyPIpandas2.2.3indirect
PyPIpillow12.3.0indirect
PyPIplotly6.0.1indirect
PyPIpluggy1.5.0indirect
PyPIpydantic-core2.23.4indirect
PyPIpygments2.20.0indirect
PyPIpyparsing3.2.0indirect
PyPIpytest9.0.3indirect
PyPIpytest-dotenv0.5.2indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-docx1.1.2indirect
PyPIpython-dotenv1.2.2indirect
PyPIpytz2025.2indirect
PyPIrequests2.33.0indirect
PyPIruff0.11.13indirect
PyPIscikit-image0.25.2indirect
PyPIscikit-learn1.6.1indirect
PyPIscipy1.17.1indirect
PyPIseaborn0.13.2indirect
PyPIsix1.16.0indirect
PyPIsoundfile0.13.1indirect
PyPIspacy3.8.14indirect
PyPIsympy1.14.0indirect
PyPItextblob0.19.0indirect
PyPItomli2.4.0indirect
PyPItornado6.5.7indirect
PyPItyping-extensions4.12.2indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.30.1indirect
PyPIwebsockets12.0indirect
PyPIxarray2025.4.0indirect
PyPIxlrd2.0.2indirect
Dependency advisories 0

Installing pypi:e2b-charts@1.0.0 pulls in 16 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

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Inspected repositories sharing catalogue tags or ecosystems with e2b-dev/code-interpreter. Read them side by side →

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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.