Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 02:19 UTC

supermemoryai / supermemory

Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

TypeScript · MDXMIT★ 28,779 stars⑂ 2,506 forkssince Feb 2024View on GitHub ↗
KindLibraryWeb interfaceMCP serverhow this is determined
#cloudflare-pages#cloudflare-workers#drizzle-orm#tailwindcss#typescript#cloudflare-kv#postgres#remix#vite#agent-memory#ai-memory#memory

supermemoryai/supermemory holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Vitality (95/100) and lowest on Security (35/100). It was last updated today. 2 contributors account for most of its recent work.

88
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.

88
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 74 is calibrated to 88 on the published index scale (record calibration 2026-08-02).

Ownership

supermemoryOrganization
1,707 followers28 public repossince Jun 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmsupermemory-mcppoints to another repo — not scored1.1.01342138 days agomcpmemoryaiclaudeopencodelocalvector-searchknowledge-graphmodel-context-protocol
npm@supermemory/tools2.1.173,3754618 days agoaisdkopenaitypescriptsupermemorymemorycontexttools
npm@supermemory/ai-sdk⚠ Please use the `@supermemory/tools` package instead.1.0.822210336 days agoaisdksupermemorymemory
npm@supermemory/memory-graph0.2.331,3051251 days agosupermemorygraphvisualizationmemoryinteractivecanvasreactcomponent
npmsupermemorypoints to another repo — not scored4.25.4286,815442 days ago—
PyPIsupermemory-openai-sdk1.0.4-448 days agoaimemoryopenaisupermemory
PyPIsupermemory-pipecat0.1.11,9832195 days agoconversational-aillmmemorypipecatsupermemoryvoice-ai
PyPIsupermemory-cartesia0.1.1111110 days agocartesiaconversational-ailinellmmemorysupermemoryvoice-ai

Metrics by category

Vitality

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

95Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 801 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year801
human_commit_share0.98
days_since_last_push0
active_weeks_last_year51

Release discipline

90Excellent
How it's scored
27/27Ships releases — 14 releases published
36/36Release recency — latest release 14 days ago
27/27Release cadence — a release every ~5.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count14
latest_release_tagserver-v0.0.7-rc.2
releases_from_tagsno
days_since_latest_release14
mean_days_between_releases5.3

Community & Adoption

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

84Excellent · 17% of overall

Popularity & adoption

96Exceptional
How it's scored
60/60Stars — 28,779 stars
25/25Forks — 2,506 forks
11.2/15Watchers — 104 watchers
Inputs used
forks2,506
stars28,779
watchers104
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

84Excellent
How it's scored
67.1/80Monthly downloads — 106,896 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@supermemory/tools, @supermemory/ai-sdk, @supermemory/memory-graph, supermemory-openai-sdk, supermemory-pipecat, supermemory-cartesia
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads106,896
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?

75Good · 23% of overall

Maintainer resilience (bus factor)

61Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
12.3/22.5Commit distribution — top contributor authored 46% of commits
13.5/13.5Contributor breadth — 96 contributors
10/10OpenSSF Scorecard: Contributors — project has 26 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled96
top_contributor_share0.455

Issue & PR responsiveness

78Good
How it's scored
38.1/42Issue resolution — 91% of issues closed
22.6/30PR acceptance — 760/1,010 decided PRs merged
5.2/13Newcomer PR acceptance — 2/5 first-time contributors' PRs merged in 30d
12/15OpenSSF Scorecard: Code-Review — Found 24/29 approved changesets -- score normalized to 8
Inputs used
merged_prs760
open_issues32
closed_issues308
prs_merged_7d25
prs_decided_7d35
prs_merged_30d43
prs_decided_30d57
issue_closed_ratio0.906
closed_unmerged_prs250
first_time_authors_30d3
first_time_prs_merged_30d2
first_time_prs_decided_30d5

Ownership & stewardship

85Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
23.2/25Owner reach — 1,707 followers of supermemoryai
15/25Track record — 28 public repos, account ~2 yr old
Inputs used
followers1,707
owner_typeOrganization
is_verified—
owner_loginsupermemoryai
public_repos28
account_age_days789
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

80Excellent
How it's scored
25/25Published & resolvable — 6 package(s) on npm, pypi
35/35Publish recency — latest publish 18 days ago
20/20Version history — 46 published versions
0/20Not deprecated — @supermemory/ai-sdk: Please use the `@supermemory/tools` package instead.
Inputs used
packages@supermemory/tools, @supermemory/ai-sdk, @supermemory/memory-graph, supermemory-openai-sdk, supermemory-pipecat, supermemory-cartesia
ecosystemsnpm, pypi
any_deprecatedyes
min_days_since_publish18

Engineering Quality

Are baseline engineering and documentation practices in place?

75Good · 19% of overall

Engineering practices

82Excellent
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — biome.json, eslint.config.js, eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 29 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

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://supermemory.ai/docs
10/10Repository description
10/10Topics — 12 topics
0/10Wiki
Inputs used
topicscloudflare-pages, cloudflare-workers, drizzle-orm, tailwindcss, typescript, cloudflare-kv, postgres, remix, vite, agent-memory, ai-memory, memory
has_wikino
homepagehttps://supermemory.ai/docs
docs_sitehttps://supermemory.ai/docs
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

35Weak · 16% of overall

Security posture

36Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 24/29 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 26 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 333 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.6

Dependency advisories

31At Risk
How it's scored
3.6/35Direct dependencies free of known advisories — 7 affected: better-auth 1.3.3 (critical 9.1), next 16.0.0 (critical 10.0), next 16.0.7 (high 8.6), +4 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
19.5/40No advisories left outstanding — 6 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,041 days ago
Inputs used
sourceosv
advisories218
affected_packages31
assessed_packages778
unassessed_packages211
affected_by_severitycritical 4, high 14, moderate 6, low 1, unknown 6
direct_affected_packages7
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 778 resolved dependencies against OSV. 211 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

71Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — CLAUDE.md, packages/pipecat-sdk-python/Agents.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.99
agent_instruction_filesCLAUDE.md, packages/pipecat-sdk-python/Agents.md
agent_instruction_max_bytes3,963

Verify loop (build / test / typecheck)

64Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — biome.json, eslint.config.js, eslint.config.mjs
11/11Static type checking — apps/browser-extension/tsconfig.json, apps/mcp/tsconfig.json, apps/memory-graph-playground/tsconfig.json, apps/raycast-extension/tsconfig.json, apps/web/tsconfig.json, packages/ai-sdk/tsconfig.json, packages/hooks/tsconfig.json, packages/lib/tsconfig.json, packages/memory-graph/tsconfig.json, packages/tools/test/chatapp/tsconfig.json, packages/tools/tsconfig.json, packages/ui/tsconfig.json, packages/validation/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 21 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsapps/browser-extension/tsconfig.json, apps/mcp/tsconfig.json, apps/memory-graph-playground/tsconfig.json, apps/raycast-extension/tsconfig.json, apps/web/tsconfig.json, packages/ai-sdk/tsconfig.json, packages/hooks/tsconfig.json, packages/lib/tsconfig.json, packages/memory-graph/tsconfig.json, packages/tools/test/chatapp/tsconfig.json, packages/tools/tsconfig.json, packages/ui/tsconfig.json, packages/validation/tsconfig.json
agent_commit_share0.21
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.8/55Manageable file sizes — 2/653 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes115,038
source_files_sampled653
oversized_source_files2

Machine-readable interfaces

33At Risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
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

28,779GitHub stars
96contributors
801commits, last 12 months
0days since last push
14releases
2bus factor
32open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • npm package 'supermemory-mcp' points at a different repository (https://github.com/liuxinlongwa-hue/supermemory); excluded from ecosystem scoring
  • npm package 'supermemory' points at a different repository (https://github.com/supermemoryai/sdk-ts); excluded from ecosystem scoring
  • Advisory severity resolved for 120 of 169 advisories (lookup cap); the remainder are reported as unknown severity

More detail

Star and fork history 0 ★ / 2,506 ⇿
0Stars
2,506Forks
14Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

1,4001,6001,8002,0002,2002,4002,6002,506352026-012026-052026-08
Major 0Minor 0Patch 0
OpenSSF Scorecard 3.6 / 10
3.6aggregate

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 · 2026-08-05 02:19 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests28 out of 29 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 24/29 approved changesets -- score normalized to 8
10Contributorsproject has 26 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities333 existing vulnerabilities detected
Direct dependencies 242
RegistryPackageVersion constraintManifest
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npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmtapable2.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.15indirect
npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyspy4.0.4indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmts-api-utils2.1.0indirect
npmtsdown^0.14.2indirect
npmtslib2.8.1indirect
npmturbo^2.5.4indirect
npmtype-check0.4.0indirect
npmtype-fest0.21.3indirect
npmtype-is2.1.0indirect
npmtypescript5.8.3indirect
npmtypescript5.9.2indirect
npmtypescript5.9.3indirect
npmtypescript^5indirect
npmtypescript^5.8.3indirect
npmtypescript^5.9.2indirect
npmtypescript^5.9.3indirect
npmtypescript-eslint8.44.1indirect
npmundici7.28.0indirect
npmundici-types6.20.0indirect
npmunenv2.0.0-rc.24indirect
npmunpipe1.0.0indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmvary1.1.2indirect
npmvite6.4.3indirect
npmvite^7.2.1indirect
npmvite-node3.2.4indirect
npmvite-plugin-singlefile2.3.3indirect
npmvitest3.2.6indirect
npmvitest^3.2.4indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwidest-line3.1.0indirect
npmword-wrap1.2.5indirect
npmwordwrap1.0.0indirect
npmworkerd1.20260617.1indirect
npmwrangler4.103.0indirect
npmwrangler^4.26.0indirect
npmwrangler^4.42.2indirect
npmwrap-ansi6.2.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmwxt^0.20.6indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyaml2.9.0indirect
npmyargs18.0.0indirect
npmyargs-parser22.0.0indirect
npmyocto-queue0.1.0indirect
npmyoctocolors-cjs2.1.3indirect
npmyouch4.1.0-beta.10indirect
npmyouch-core0.3.3indirect
npmzod-to-json-schema3.25.2indirect
PyPIaiohappyeyeballs2.4.4indirect
PyPIaiohttp3.10.11indirect
PyPIaiosignal1.3.1indirect
PyPIannotated-types0.7.0indirect
PyPIanthropic—indirect
PyPIanyio4.5.2indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs25.3.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIblack24.8.0indirect
PyPIcertifi2025.8.3indirect
PyPIcharset-normalizer3.4.4indirect
PyPIclick8.1.8indirect
PyPIcolorama0.4.6indirect
PyPIdistro1.9.0indirect
PyPIexceptiongroup1.3.0indirect
PyPIflake87.1.2indirect
PyPIfrozenlist1.5.0indirect
PyPIh110.16.0indirect
PyPIhatchling—indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx—indirect
PyPIhttpx0.28.1indirect
PyPIidna3.10indirect
PyPIiniconfig2.1.0indirect
PyPIisort5.13.2indirect
PyPIjiter0.9.1indirect
PyPImccabe0.7.0indirect
PyPImultidict6.1.0indirect
PyPImypy1.14.1indirect
PyPImypy-extensions1.1.0indirect
PyPIpackaging25.0indirect
PyPIpathspec0.12.1indirect
PyPIplatformdirs4.3.6indirect
PyPIpluggy1.5.0indirect
PyPIpropcache0.2.0indirect
PyPIpycodestyle2.12.1indirect
PyPIpydantic-core2.27.2indirect
PyPIpyflakes3.2.0indirect
PyPIpygments2.19.2indirect
PyPIpytest8.3.5indirect
PyPIpytest-asyncio0.24.0indirect
PyPIpython-dotenv—indirect
PyPIpython-dotenv1.0.1indirect
PyPIsniffio1.3.1indirect
PyPIsupermemory-openai-sdk1.0.3indirect
PyPItomli2.2.1indirect
PyPItqdm4.67.1indirect
PyPItyping-inspection0.4.1indirect
PyPIurllib32.2.3indirect
PyPIyarl1.15.2indirect
Dependency advisories 31

This repository publishes no package the index resolves, so its own dependency graph was assessed — 778 packages, which also include development and test pins that never ship: 31 carry known advisories, of which 7 are direct. 211 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
better-auth1.3.3directcritical141.7.0-beta.10
next16.0.0directcritical3116.2.11
aiohttp3.10.11indirectcritical663.14.3
flatted3.3.3indirectcritical23.4.2
next16.0.7directhigh3316.2.11
brace-expansion1.1.12indirecthigh45.0.9
brace-expansion2.0.2indirecthigh45.0.9
click8.1.8indirecthigh18.3.3
fast-uri3.1.2indirecthigh34.1.2
js-yaml4.1.0indirecthigh34.3.0
minimatch3.1.2indirecthigh310.2.3
minimatch5.1.6indirecthigh310.2.3
minimatch9.0.5indirecthigh310.2.3
picomatch2.3.1indirecthigh24.0.4
picomatch4.0.3indirecthigh24.0.4
postcss8.5.15indirecthigh28.5.23
sharp0.34.5indirecthigh10.35.0
undici7.28.0indirecthigh58.9.0
hono4.12.26directmoderate44.12.34
requests2.32.4directmoderate22.33.0
zodlatestdirectmoderate13.22.3
@hono/node-server1.19.14indirectmoderate12.0.5
ajv6.12.6indirectmoderate18.18.0
ip-address10.2.0indirectmoderate310.3.1
ailatestdirectlow15.1.0-beta.9
black24.8.0indirectunknown3—
idna3.10indirectunknown2—
pygments2.19.2indirectunknown2—
pytest8.3.5indirectunknown2—
python-dotenv1.0.1indirectunknown2—
urllib32.2.3indirectunknown12—

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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