Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-28 04:09 UTC

airweave-ai / airweave

Open-source context retrieval layer for AI agents

Python · TypeScriptMIT★ 6,567 stars⑂ 816 forkssince Dec 2024View on GitHub ↗
KindLibraryNetwork serviceMCP serverCommand-line toolWeb interfacehow this is determined
#llm#rag#search#agent-infrastructure#ai#ai-agents#ai-infrastructure#api#context-retrieval#data-connectors#developer-tools#enterprise-data#information-retrieval#integration#open-source#retrieval#retrieval-augmented-generation#sdk#search-api#semantic-search

airweave-ai/airweave holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (88/100) and lowest on Security (58/100). It was last updated 83 days ago. 2 contributors account for most of its recent work.

87
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.

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

Ownership

AirweaveOrganization
138 followers11 public repossince Dec 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmairweave-mcp-search0.9.626,678200142 days agomcpairweavesearchmodel-context-protocolaivector-searchclaudecursor
PyPIairweave0.0.11272576 days ago—

Metrics by category

Vitality

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

74Good · 21% of overall

Development activity

64Moderate
How it's scored
18/36Push recency — last push 83 days ago
27/36Commit cadence — 39/52 weeks with commits
18/18Commit volume — 3,161 commits in the last year
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Inputs used
commits_last_year3,161
human_commit_share1
days_since_last_push83
active_weeks_last_year39

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 83 days ago
27/27Release cadence — a release every ~5.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.9.73
releases_from_tagsno
days_since_latest_release83
mean_days_between_releases5.7

Community & Adoption

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

78Good · 17% of overall

Popularity & adoption

93Exceptional
How it's scored
60/60Stars — 6,567 stars
24.3/25Forks — 816 forks
8.5/15Watchers — 35 watchers
Inputs used
forks816
stars6,567
watchers35
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_badges13
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

64Moderate
How it's scored
51/80Monthly downloads — 6,678 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesairweave-mcp-search
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads6,678
unverified_packages_excludedairweave
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?

69Good · 23% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
14.8/22.5Commit distribution — top contributor authored 34% of commits
13.5/13.5Contributor breadth — 33 contributors
10/10OpenSSF Scorecard: Contributors — project has 64 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled33
top_contributor_share0.34

Issue & PR responsiveness

63Moderate
How it's scored
29.9/42Issue resolution — 71% of issues closed
24.5/30PR acceptance — 873/1,067 decided PRs merged
0/13Newcomer PR acceptance — 0/2 first-time contributors' PRs merged in 30d
9/15OpenSSF Scorecard: Code-Review — Found 10/16 approved changesets -- score normalized to 6
Inputs used
merged_prs873
open_issues33
closed_issues81
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d2
issue_closed_ratio0.711
closed_unmerged_prs194
first_time_authors_30d2
first_time_prs_merged_30d0
first_time_prs_decided_30d2

Ownership & stewardship

57Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
15.4/25Owner reach — 138 followers of airweave-ai
11.2/25Track record — 11 public repos, account ~1 yr old
Inputs used
followers138
owner_typeOrganization
is_verifiedno
owner_loginairweave-ai
public_repos11
account_age_days611

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 142 days ago
20/20Version history — 200 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesairweave-mcp-search, airweave
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish142

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall

Engineering practices

90Excellent
How it's scored
24/24CI workflows — 17 workflow(s)
24/24Tests present
16/16Linter config — backend/pyproject.toml ([tool.ruff], [tool.black], [tool.isort]), eslint.config.js
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 14 out of 16 merged PRs checked by a CI test -- score normalized to 8
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://airweave.ai
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsllm, rag, search, agent-infrastructure, ai, ai-agents, ai-infrastructure, api, context-retrieval, data-connectors, developer-tools, enterprise-data, information-retrieval, integration, open-source, retrieval, retrieval-augmented-generation, sdk, search-api, semantic-search
has_wikiyes
homepagehttps://airweave.ai
docs_sitehttps://airweave.ai
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

58Moderate · 16% of overall

Security posture

47Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 14 out of 16 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 10/16 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 64 contributing companies or organizations
0/10Dangerous-Workflow — 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
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file 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 — 229 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.7

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_packages10
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:airweave@0.0.11 runtime dependency closure — what installing the published package pulls in — 10 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

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — .cursor/rules/airweave-overview.mdc, .cursor/rules/api-layer.mdc, .cursor/rules/arf.mdc, .cursor/rules/auth-providers.mdc, .cursor/rules/backend-rules.mdc, .cursor/rules/connect-widget.mdc, .cursor/rules/connector-cursors.mdc, .cursor/rules/connector-development-end-to-end.mdc, .cursor/rules/crud-layer.mdc, .cursor/rules/feature-flags.mdc, .cursor/rules/fern-docs-generation.mdc, .cursor/rules/form-validation.mdc, .cursor/rules/frontend-rules.mdc, .cursor/rules/integrations-yaml.mdc, .cursor/rules/mcp-server.mdc, .cursor/rules/monke-testing-guide.mdc, .cursor/rules/monke.mdc, .cursor/rules/search-module.mdc, .cursor/rules/source-connector-implementation.mdc, .cursor/rules/stripe-billing.mdc, .cursor/rules/sync-architecture.mdc, .cursor/rules/token-provider-exceptions.mdc, CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.airweave.ai/llms.txt)
40/40Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.airweave.ai/llms.txt
legible_history_share0.99
agent_instruction_files.cursor/rules/airweave-overview.mdc, .cursor/rules/api-layer.mdc, .cursor/rules/arf.mdc, .cursor/rules/auth-providers.mdc, .cursor/rules/backend-rules.mdc, .cursor/rules/connect-widget.mdc, .cursor/rules/connector-cursors.mdc, .cursor/rules/connector-development-end-to-end.mdc, .cursor/rules/crud-layer.mdc, .cursor/rules/feature-flags.mdc, .cursor/rules/fern-docs-generation.mdc, .cursor/rules/form-validation.mdc, .cursor/rules/frontend-rules.mdc, .cursor/rules/integrations-yaml.mdc, .cursor/rules/mcp-server.mdc, .cursor/rules/monke-testing-guide.mdc, .cursor/rules/monke.mdc, .cursor/rules/search-module.mdc, .cursor/rules/source-connector-implementation.mdc, .cursor/rules/stripe-billing.mdc, .cursor/rules/sync-architecture.mdc, .cursor/rules/token-provider-exceptions.mdc, CLAUDE.md
agent_instruction_max_bytes39,224

Verify loop (build / test / typecheck)

76Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — backend/pyproject.toml ([tool.ruff], [tool.black], [tool.isort]), eslint.config.js
11/11Static type checking — connect/packages/js/tsconfig.json, connect/packages/react/tsconfig.json, connect/tsconfig.json, frontend/tsconfig.json, mcp/tsconfig.json, monke/frontend/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilesbun.lockb, package-lock.json, poetry.lock
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsconnect/packages/js/tsconfig.json, connect/packages/react/tsconfig.json, connect/tsconfig.json, frontend/tsconfig.json, mcp/tsconfig.json, monke/frontend/tsconfig.json
agent_commit_share0.11
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (connect/packages/js/tsconfig.json, connect/packages/react/tsconfig.json, connect/tsconfig.json, frontend/tsconfig.json, mcp/tsconfig.json, monke/frontend/tsconfig.json)
54.8/55Manageable file sizes — 7/1,878 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes106,385
source_files_sampled1,878
oversized_source_files7

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — fern/definition/openapi.json
20/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_filesfern/definition/openapi.json
interfaces_expected_ofnetwork-service

Key facts

6,567GitHub stars
33contributors
3,161commits, last 12 months
83days since last push
100releases
2bus factor
33open issues
npm, PyPIpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 816 ⇿
0Stars
816Forks
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.

02004006008001,000815492024-122025-102026-08
Major 0Minor 1Patch 99

Each point covers 2 days.

OpenSSF Scorecard 4.7 / 10
4.7aggregate

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 · 2026-08-28 04:08 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests14 out of 16 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 10/16 approved changesets -- score normalized to 6
10Contributorsproject has 64 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities229 existing vulnerabilities detected
Direct dependencies 152
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npm@airweave/sdk^0.9.44mcp/package.json
npm@modelcontextprotocol/sdk^1.12.0mcp/package.json
npmexpress^4.18.2mcp/package.json
npmioredis^5.8.1mcp/package.json
npmjose^6.1.0mcp/package.json
npmposthog-node^5.24.11mcp/package.json
npmprom-client^15.1.3mcp/package.json
npmzod^3.23.8mcp/package.json
All dependencies 1,797

Full resolved dependency set from the GitHub dependency graph: 177 direct and 1,620 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@radix-ui/react-progress1.1.7direct
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npm@radix-ui/react-slot1.1.2direct
npm@radix-ui/react-slot1.2.0direct
npm@radix-ui/react-slot1.2.2direct
npm@radix-ui/react-slot1.2.3direct
npm@radix-ui/react-switch1.2.2direct
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npm@radix-ui/react-toast1.2.6direct
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npm@tanstack/react-query5.90.20direct
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npmajv6.12.6direct
npmajv6.14.0direct
npmajv8.12.0direct
npmajv8.13.0direct
npmajv8.18.0direct
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npmprom-client15.1.3direct
npmreact18.3.1direct
npmreact19.2.3direct
npmreact19.2.4direct
npmreact-dom18.3.1direct
npmreact-dom19.2.3direct
npmreact-dom19.2.4direct
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npmzod3.25.28direct
npmzod3.25.76direct
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npmzustand5.0.4direct
PyPIaioboto313.4.0direct
PyPIaiofiles24.1.0direct
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PyPIfastapi0.104.1direct
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PyPIgroq0.31.1direct
PyPIhtml-to-markdown2.24.5direct
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PyPIhttpx0.28.1direct
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PyPIpypdf23.0.1direct
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npmtslib2.8.1indirect
npmtsx4.21.0indirect
npmtype-check0.4.0indirect
npmtype-is1.6.18indirect
npmtype-is2.0.1indirect
npmtypescript5.7.3indirect
npmtypescript5.8.2indirect
npmtypescript5.8.3indirect
npmtypescript5.9.2indirect
npmtypescript5.9.3indirect
npmtypescript-eslint8.24.1indirect
npmtypescript-eslint8.54.0indirect
npmufo1.6.2indirect
npmufo1.6.3indirect
npmundici7.21.0indirect
npmundici-types6.20.0indirect
npmundici-types6.21.0indirect
npmundici-types7.16.0indirect
npmunenv2.0.0-rc.24indirect
npmunhead2.1.3indirect
npmunified11.0.5indirect
npmunist-util-is6.0.0indirect
npmunist-util-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.0.0indirect
npmunist-util-visit-parents6.0.1indirect
npmuniversalify2.0.1indirect
npmunpipe1.0.0indirect
npmunplugin2.3.11indirect
npmunstorage2.0.0-alpha.5indirect
npmupdate-browserslist-db1.1.2indirect
npmupdate-browserslist-db1.1.3indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmuse-sync-external-store1.5.0indirect
npmuse-sync-external-store1.6.0indirect
npmutil-deprecate1.0.2indirect
npmutils-merge1.0.1indirect
npmvary1.1.2indirect
npmvfile6.0.3indirect
npmvfile-message4.0.2indirect
npmvictory-vendor36.9.2indirect
npmvite5.4.19indirect
npmvite5.4.21indirect
npmvite6.4.1indirect
npmvite7.3.1indirect
npmvite-node2.1.9indirect
npmvite-node3.2.4indirect
npmvite-plugin-dts4.5.4indirect
npmvitefu1.1.1indirect
npmvitest2.1.9indirect
npmvitest3.2.4indirect
npmvitest4.0.18indirect
npmvscode-uri3.1.0indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-vitals4.2.4indirect
npmweb-vitals5.1.0indirect
npmwebidl-conversions8.0.1indirect
npmwebpack-virtual-modules0.6.2indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url15.1.0indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmws8.19.0indirect
npmxml-name-validator5.0.0indirect
npmxmlbuilder24.0.3indirect
npmxmlchars2.2.0indirect
npmxtend4.0.2indirect
npmyallist3.1.1indirect
npmyallist4.0.0indirect
npmyaml1.10.2indirect
npmyaml2.7.0indirect
npmyaml2.8.1indirect
npmyocto-queue0.1.0indirect
npmzod-to-json-schema3.25.1indirect
npmzod-validation-error4.0.2indirect
npmzwitch2.0.4indirect
PyPIaiobotocore2.18.0indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaioitertools0.13.0indirect
PyPIaioresponses0.7.8indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.12.1indirect
PyPIasyncio-mqtt—indirect
PyPIattrs25.4.0indirect
PyPIaudioop-lts0.2.2indirect
PyPIazure-ai-documentintelligence1.0.2indirect
PyPIazure-core1.38.0indirect
PyPIazure-keyvault-certificates4.10.0indirect
PyPIazure-keyvault-keys4.11.0indirect
PyPIazure-keyvault-secrets4.10.0indirect
PyPIbackoff2.2.1indirect
PyPIbcrypt5.0.0indirect
PyPIbeautifulsoup44.14.3indirect
PyPIblack24.10.0indirect
PyPIboto31.36.1indirect
PyPIbotocore1.36.1indirect
PyPIcertifi2026.1.4indirect
PyPIcffi2.0.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIchonkie-core0.9.2indirect
PyPIclick8.3.1indirect
PyPIcobble0.1.4indirect
PyPIcolorama0.4.6indirect
PyPIcoloredlogs15.0.1indirect
PyPIcoverage7.13.3indirect
PyPIdebugpy1.8.20indirect
PyPIdefusedxml0.7.1indirect
PyPIdeprecated1.3.1indirect
PyPIdiff-cover10.2.0indirect
PyPIdistlib0.4.0indirect
PyPIdistro1.9.0indirect
PyPIdnspython2.8.0indirect
PyPIdocker7.1.0indirect
PyPIdocstring-parser0.17.0indirect
PyPIecdsa0.19.1indirect
PyPIemail-validator—indirect
PyPIemail-validator2.3.0indirect
PyPIet-xmlfile2.0.0indirect
PyPIeval-type-backport0.2.2indirect
PyPIexecnet2.1.2indirect
PyPIfaker22.7.0indirect
PyPIfastavro1.12.1indirect
PyPIfastcore1.12.11indirect
PyPIfilelock3.20.3indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.61.1indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2026.1.0indirect
PyPIgoogle-api-core2.29.0indirect
PyPIgoogle-auth2.48.0indirect
PyPIgoogle-cloud-core2.5.0indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-resumable-media2.8.0indirect
PyPIgoogleapis-common-protos1.72.0indirect
PyPIgreenlet3.3.1indirect
PyPIgrimp3.14indirect
PyPIh110.16.0indirect
PyPIh24.3.0indirect
PyPIhf-xet1.2.0indirect
PyPIhpack4.1.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.7.1indirect
PyPIhttpx-sse0.4.3indirect
PyPIhuggingface-hub1.4.0indirect
PyPIhumanfriendly10.0indirect
PyPIhyperframe6.1.0indirect
PyPIidentify2.6.16indirect
PyPIidna3.11indirect
PyPIimport-linter2.9indirect
PyPIimportlib-metadata8.7.1indirect
PyPIiniconfig2.3.0indirect
PyPIinvoke2.2.1indirect
PyPIisodate0.7.2indirect
PyPIisort5.13.2indirect
PyPIjinja23.1.6indirect
PyPIjiter0.13.0indirect
PyPIjmespath1.1.0indirect
PyPIjoblib1.5.3indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIlibrt0.7.8indirect
PyPIloguru0.7.3indirect
PyPIlxml6.0.2indirect
PyPImagika1.0.1indirect
PyPImako1.3.10indirect
PyPImammoth1.11.0indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkdownify1.2.2indirect
PyPImarkupsafe3.0.3indirect
PyPImcp1.6.0indirect
PyPImdurl0.1.2indirect
PyPImmh35.2.0indirect
PyPImodel2vec0.7.0indirect
PyPImpmath1.3.0indirect
PyPImsal1.34.0indirect
PyPImsal-extensions1.3.1indirect
PyPImultidict6.7.1indirect
PyPImypy1.19.1indirect
PyPImypy-extensions1.1.0indirect
PyPInest-asyncio1.6.0indirect
PyPInexus-rpc1.3.0indirect
PyPInodeenv1.10.0indirect
PyPInumpy2.4.2indirect
PyPIonnxruntime1.20.1indirect
PyPIonnxruntime1.23.2indirect
PyPIopentelemetry-api1.38.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.38.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.38.0indirect
PyPIopentelemetry-proto1.38.0indirect
PyPIopentelemetry-sdk1.38.0indirect
PyPIopentelemetry-semantic-conventions0.59b0indirect
PyPIpackaging26.0indirect
PyPIpandas3.0.0indirect
PyPIpathspec1.0.4indirect
PyPIpathvalidate3.3.1indirect
PyPIplatformdirs4.5.1indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit3.8.0indirect
PyPIpropcache0.4.1indirect
PyPIproto-plus1.27.1indirect
PyPIprotobuf6.33.5indirect
PyPIpuremagic1.30indirect
PyPIpy-rust-stemmers0.1.5indirect
PyPIpyasn10.6.2indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycountry24.6.1indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.41.5indirect
PyPIpydantic-extra-types2.11.0indirect
PyPIpydub0.25.1indirect
PyPIpygments2.19.2indirect
PyPIpymysql1.1.2indirect
PyPIpyngrok—indirect
PyPIpyreadline33.5.4indirect
PyPIpyspnego0.12.0indirect
PyPIpytest—indirect
PyPIpytest8.4.2indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio0.24.0indirect
PyPIpytest-cov4.1.0indirect
PyPIpytest-xdist—indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpytz2025.2indirect
PyPIpywin32311indirect
PyPIqdrant-client—indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.1.15indirect
PyPIrequests2.32.5indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrich—indirect
PyPIrich14.3.2indirect
PyPIrpds-py0.30.0indirect
PyPIrsa4.9.1indirect
PyPIruff0.9.10indirect
PyPIs3transfer0.11.3indirect
PyPIsafetensors0.7.0indirect
PyPIsentencepiece0.2.1indirect
PyPIsetuptools80.10.2indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsoupsieve2.8.3indirect
PyPIspeechrecognition3.14.5indirect
PyPIsse-starlette3.0.3indirect
PyPIsspilib0.5.0indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstandardwebhooks1.0.0indirect
PyPIstarlette0.46.2indirect
PyPIsympy1.14.0indirect
PyPItokenizers0.22.2indirect
PyPItqdm4.67.3indirect
PyPItree-sitter0.25.2indirect
PyPItree-sitter-c-sharp0.23.1indirect
PyPItree-sitter-embedded-template0.25.0indirect
PyPItree-sitter-language-pack0.13.0indirect
PyPItree-sitter-yaml0.7.2indirect
PyPItyper0.19.2indirect
PyPItyper-slim0.21.1indirect
PyPItypes-croniter6.2.2.20260316indirect
PyPItypes-deprecated1.3.1.20260130indirect
PyPItypes-passlib1.7.7.20250602indirect
PyPItypes-protobuf6.32.1.20251210indirect
PyPItypes-pyasn10.6.0.20250914indirect
PyPItypes-python-dateutil2.9.0.20260124indirect
PyPItypes-python-jose3.5.0.20250531indirect
PyPItypes-requests2.32.4.20260107indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPIurllib32.6.3indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv20.36.1indirect
PyPIvulture2.14indirect
PyPIwatchfiles1.1.1indirect
PyPIwebsockets—indirect
PyPIwebsockets16.0indirect
PyPIwin32-setctime1.2.0indirect
PyPIwrapt1.17.3indirect
PyPIxlrd2.0.2indirect
PyPIxlsxwriter3.2.9indirect
PyPIyarl1.22.0indirect
PyPIyoutube-transcript-api1.2.4indirect
PyPIzipp3.23.0indirect
Dependency advisories 0

Installing pypi:airweave@0.0.11 pulls in 10 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.

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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 — npm, PyPI.