Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 17:00 UTC

deepnote / deepnote

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

TypeScriptApache-2.0★ 3,008 stars⑂ 197 forkssince Sep 2025View on GitHub ↗
KindCommand-line toolMCP serverNotebookLibraryhow this is determined

deepnote/deepnote holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (98/100) and lowest on Community & Adoption (75/100). It was last updated today. 3 contributors account for most of its recent work.

98
overall / 100
Exceptional

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.

98
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 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

DeepnoteOrganization · verified domain
255 followers21 public repossince Nov 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npm@deepnote/cli0.8.04831433 days agoclideepnotenotebookdata-science
npm@deepnote/mcp0.4.12651033 days agomcpdeepnotenotebookaimodel-context-protocol
npm@deepnote/cloud0.1.0364133 days agodeepnotecloudruns
npm@deepnote/blocks4.7.09,2822133 days ago
npm@deepnote/convert4.0.13,5352133 days ago
npm@deepnote/reactivity1.2.21,626833 days ago
npm@deepnote/local-runner0.1.0340133 days agodeepnotenotebookrunnerinputs
npm@deepnote/runtime-core0.5.02,018633 days agodeepnoteruntimenotebook

Metrics by category

Vitality

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

98Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
32.5/36Commit cadence47/52 weeks with commits
18/18Commit volume349 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year349
human_commit_share0.88
days_since_last_push0
active_weeks_last_year47

Release discipline

100Exceptional
How it's scored
27/27Ships releases98 releases published
36/36Release recencylatest release 33 days ago
27/27Release cadencea release every ~5 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count98
latest_release_tag@deepnote/mcp@0.4.1
releases_from_tagsno
days_since_latest_release33
mean_days_between_releases5
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?

75Good · 17% of overall
How it's scored
56.4/60Stars3,008 stars
19.1/25Forks197 forks
5.6/15Watchers11 watchers
Inputs used
forks197
stars3,008
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com
has_pull_request_templateno
How it's scored
56.7/80Monthly downloads17,913 downloads/month across npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packages@deepnote/cli, @deepnote/mcp, @deepnote/cloud, @deepnote/blocks, @deepnote/convert, @deepnote/reactivity, @deepnote/local-runner, @deepnote/runtime-core
dependents
ecosystemsnpm
total_downloads
monthly_downloads17,913
unverified_packages_excluded
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?

86Excellent · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
16.9/22.5Commit distributiontop contributor authored 25% of commits
13.5/13.5Contributor breadth20 contributors
10/10OpenSSF Scorecard: Contributorsproject has 5 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled20
top_contributor_share0.248
How it's scored
36.6/42Issue resolution87% of issues closed
25.8/30PR acceptance382/444 decided PRs merged
9/13Newcomer PR acceptance9/13 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-ReviewFound 27/28 approved changesets -- score normalized to 9
Inputs used
merged_prs382
open_issues5
closed_issues34
prs_merged_7d4
prs_decided_7d5
prs_merged_30d36
prs_decided_30d45
issue_closed_ratio0.872
closed_unmerged_prs62
first_time_authors_30d2
first_time_prs_merged_30d9
first_time_prs_decided_30d13
How it's scored
30/30Ownership backingorganization-owned
20/20Verified domain
17.3/25Owner reach255 followers of deepnote
21.8/25Track record21 public repos, account ~7 yr old
Inputs used
followers255
owner_typeOrganization
is_verifiedyes
owner_logindeepnote
public_repos21
account_age_days2,850

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable8 package(s) on npm
35/35Publish recencylatest publish 33 days ago
20/20Version history21 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packages@deepnote/cli, @deepnote/mcp, @deepnote/cloud, @deepnote/blocks, @deepnote/convert, @deepnote/reactivity, @deepnote/local-runner, @deepnote/runtime-core
ecosystemsnpm
any_deprecatedno
min_days_since_publish33

Engineering Quality

Are baseline engineering and documentation practices in place?

85Excellent · 19% of overall
How it's scored
24/24CI workflows3 workflow(s)
24/24Tests present
16/16Linter configbiome.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://deepnote.com/?utm_source=github&utm_medium=github&utm_campaign=github&utm_content=readme_main
10/10Repository description
10/10Topics15 topics
0/10Wiki
Inputs used
topicsartificial-intelligence, data, data-analysis, data-science, data-visualization, eda, jupyter, jupyterhub, jupyterlab, machine-learning, notebooks, python, r, sql, deepnote
has_wikino
homepagehttps://deepnote.com/?utm_source=github&utm_medium=github&utm_campaign=github&utm_content=readme_main
docs_sitehttps://deepnote.com/?utm_source=github&utm_medium=github&utm_campaign=github&utm_content=readme_main
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

87Excellent · 16% of overall

Security posture

84Excellent
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.2/2.5CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-ReviewFound 27/28 approved changesets -- score normalized to 9
2.5/2.5Contributorsproject has 5 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
4.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
0/5SASTSAST tool is not run on all commits -- score normalized to 0
4.5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8.4
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages225
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 npm:@deepnote/cli@0.8.0 runtime dependency closure — what installing the published package pulls in — 225 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.

88Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history88 of 88 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes11,146
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format configbiome.json
11/11Static type checkingtsconfig.json
10/10Reproducible environmentlockfile
10/10Demonstrated agent practice41 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance12 of the last 100 commits are automated dependency updates
9/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.41
toolchain_manifests
dependency_bot_commit_share0.12
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
54.4/55Manageable file sizes5/453 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes103,739
source_files_sampled453
oversized_source_files5
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

3,008GitHub stars
20contributors
349commits, last 12 months
0days since last push
98releases
3bus factor
5open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 197 ⇿
0Stars
197Forks
88Releases

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.

04080120160200196242025-112026-042026-09
Major 0Minor 0Patch 0
OpenSSF Scorecard 8.4 / 10
8.4aggregate

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 · 2026-09-15 17:00 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 27/28 approved changesets -- score normalized to 9
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
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
0SASTSAST tool is not run on all commits -- score normalized to 0
9Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 58
RegistryPackageVersion constraintManifest
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npmyaml^2.9.0packages/blocks/package.json
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npm@deepnote/local-runnerworkspace:*packages/cli/package.json
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npm@inquirer/prompts^8.2.1packages/cli/package.json
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npm@jupyterlab/nbformat^4.6.3packages/local-runner/package.json
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npm@deepnote/runtime-coreworkspace:*packages/mcp/package.json
npm@modelcontextprotocol/sdk^1.30.0packages/mcp/package.json
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npm@deepnote/blocksworkspace:*packages/reactivity/package.json
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npm@ai-sdk/mcp^1.0.70packages/runtime-core/package.json
npm@ai-sdk/openai^3.0.96packages/runtime-core/package.json
npm@deepnote/blocksworkspace:*packages/runtime-core/package.json
npm@jupyterlab/nbformat^4.6.3packages/runtime-core/package.json
npm@jupyterlab/services^7.6.3packages/runtime-core/package.json
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npmtcp-port-used^1.0.3packages/runtime-core/package.json
npmws^8.21.3packages/runtime-core/package.json
npmzod3.25.76packages/runtime-core/package.json
All dependencies 711

Full resolved dependency set from the GitHub dependency graph: 49 direct and 662 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmthenify-all1.6.0indirect
npmtinybench2.9.0indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtree-kill1.2.2indirect
npmtreeify1.1.0indirect
npmtrim-lines3.0.1indirect
npmtsdown0.22.14indirect
npmtslib2.8.1indirect
npmtsx4.23.12indirect
npmtsx^4.23.12indirect
npmtype-flag4.5.0indirect
npmtype-is2.1.0indirect
npmtypescript5.9.3indirect
npmtypescript7.0.2indirect
npmtypescript^5.9.3indirect
npmunconfig-core7.5.0indirect
npmundici6.28.0indirect
npmundici-types6.21.0indirect
npmunicode-emoji-modifier-base1.0.0indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmunpipe1.0.0indirect
npmurl-parse1.5.10indirect
npmvalidate-npm-package-license3.0.4indirect
npmvalidate.io-array1.0.6indirect
npmvalidate.io-function1.0.2indirect
npmvalidate.io-integer1.0.5indirect
npmvalidate.io-integer-array1.0.0indirect
npmvalidate.io-number1.0.3indirect
npmvary1.1.2indirect
npmverkit0.3.2indirect
npmvfile6.0.3indirect
npmvfile-message4.0.3indirect
npmvite8.0.16indirect
npmvitest4.1.11indirect
npmvscode-languageserver-textdocument1.0.12indirect
npmvscode-uri3.1.0indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwrappy1.0.2indirect
npmxdg-basedir5.1.0indirect
npmy-protocols1.0.7indirect
npmy18n5.0.8indirect
npmyargs16.2.2indirect
npmyargs-parser20.2.9indirect
npmyjs13.6.32indirect
npmyoctocolors2.2.0indirect
npmyuku-ast0.8.7indirect
npmyuku-codegen0.8.7indirect
npmyuku-parser0.8.7indirect
npmzod-to-json-schema3.25.2indirect
npmzod-to-json-schema^3.25.2indirect
npmzwitch2.0.4indirect
Dependency advisories 0

Installing npm:@deepnote/cli@0.8.0 pulls in 225 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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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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 statisticsnpm.