Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-04 02:53 UTC

tavily-ai / ai-sdk

AI SDK tools for Tavily, built for Vercel's AI SDK v5.

TypeScriptMIT★ 5 stars⑂ 2 forkssince Nov 2025View on GitHub ↗
KindLibraryhow this is determined
#ai-sdk#crawl#extract#search#tavily#vercel

tavily-ai/ai-sdk holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (71/100) and lowest on Engineering Quality (31/100). It was last updated 14 days ago. A single contributor accounts for most of its recent work.

60
overall / 100
Moderate

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.

60
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 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).

Ownership

Tavily AIOrganization
949 followers40 public repossince May 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npm@tavily/ai-sdk0.5.069,5338129 days agoaiai-sdktoolstavilysearchweb-searchcrawlextract

Metrics by category

Vitality

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

70Good · 21% of overall

Development activity

65Good
How it's scored
28.8/36Push recency — last push 14 days ago
13.8/36Commit cadence — 20/52 weeks with commits
17.3/18Commit volume — 83 commits in the last year
5/10OpenSSF Scorecard: Maintained — 6 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
Inputs used
commits_last_year83
human_commit_share0.88
days_since_last_push14
active_weeks_last_year20

Release discipline

78Good
How it's scored
27/27Ships releases — 2 releases published
16.2/36Release recency — latest release 261 days ago
27/27Release cadence — a release every ~12 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count2
latest_release_tag0.3.0
releases_from_tagsno
days_since_latest_release261
mean_days_between_releases12
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?

42Weak · 17% of overall

Popularity & adoption

10Critical
How it's scored
9.8/60Stars — 5 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars5
watchers0
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 (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

81Excellent
How it's scored
64.6/80Monthly downloads — 69,533 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@tavily/ai-sdk
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads69,533
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?

71Good · 23% of overall

Maintainer resilience (bus factor)

33At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
11.1/22.5Commit distribution — top contributor authored 51% of commits
9.5/13.5Contributor breadth — 7 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled7
top_contributor_share0.507

Issue & PR responsiveness

95Exceptional
How it's scored
42/42Issue resolution — 100% of issues closed
25.3/30PR acceptance — 32/38 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs32
open_issues0
closed_issues1
prs_merged_7d0
prs_decided_7d0
prs_merged_30d2
prs_decided_30d2
issue_closed_ratio1
closed_unmerged_prs6
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

68Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.4/25Owner reach — 949 followers of tavily-ai
16.3/25Track record — 40 public repos, account ~2 yr old
Inputs used
followers949
owner_typeOrganization
is_verifiedno
owner_logintavily-ai
public_repos40
account_age_days838

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 129 days ago
20/20Version history — 8 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@tavily/ai-sdk
ecosystemsnpm
any_deprecatedno
min_days_since_publish129

Engineering Quality

Are baseline engineering and documentation practices in place?

31At Risk · 19% of overall

Engineering practices

1Critical
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 14 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_cino
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://www.npmjs.com/package/@tavily/ai-sdk
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicsai-sdk, crawl, extract, search, tavily, vercel
has_wikiyes
homepagehttps://www.npmjs.com/package/@tavily/ai-sdk
docs_sitehttps://www.npmjs.com/package/@tavily/ai-sdk
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

65Good · 16% of overall

Security posture

56Moderate
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
0/2.5CI-Tests — 0 out of 14 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — no data
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
3.8/7.5Maintained — 6 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — no data
0/5Pinned-Dependencies — no data
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 — no data
0/7.5Token-Permissions — no data
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate5.6
Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. 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_packages35
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:@tavily/ai-sdk@0.5.0 runtime dependency closure — what installing the published package pulls in — 35 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.

54Moderate · 4% of overall

Agent context & guidance

51Moderate
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://docs.tavily.com/llms.txt)
35.8/40Legible commit history — 49 of 73 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.tavily.com/llms.txt
legible_history_share0.671
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

38Weak
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — tsconfig.json
10/10Reproducible environment — lockfile
4.8/10Demonstrated agent practice — 2 of the last 83 commits agent-authored or agent-credited
8/8Automated maintenance — 10 of the last 83 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfilespackage-lock.json, pnpm-lock.yaml
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share0.024
toolchain_manifests—
dependency_bot_commit_share0.12
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/5 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes2,160
source_files_sampled5
oversized_source_files0

Key facts

5GitHub stars
7contributors
83commits, last 12 months
14days since last push
2releases
1bus factor
0open 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 ★ / 2 ⇿
0Stars
2Forks
2Releases

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.

111222212025-112025-122026-01
Major 0Minor 1Patch 1
OpenSSF Scorecard 5.6 / 10
5.6aggregate

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 · 2026-09-04 02:53 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 14 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
n/aDangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
5Maintained6 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
npm@tavily/core^0.7.2package.json
All dependencies 245

Full resolved dependency set from the GitHub dependency graph: 1 direct and 244 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@tavily/core0.7.2direct
npm@ai-sdk/gateway2.0.13indirect
npm@ai-sdk/gateway3.0.40indirect
npm@ai-sdk/openai2.0.71indirect
npm@ai-sdk/openai2.0.72indirect
npm@ai-sdk/provider2.0.0indirect
npm@ai-sdk/provider3.0.8indirect
npm@ai-sdk/provider-utils3.0.17indirect
npm@ai-sdk/provider-utils4.0.14indirect
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npm@esbuild/linux-loong640.25.12indirect
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npm@esbuild/linux-ppc640.27.0indirect
npm@esbuild/linux-riscv640.25.12indirect
npm@esbuild/linux-riscv640.27.0indirect
npm@esbuild/linux-s390x0.25.12indirect
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npm@esbuild/netbsd-arm640.25.12indirect
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npm@esbuild/netbsd-x640.25.12indirect
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npmtinyglobby0.2.15indirect
npmtr461.0.1indirect
npmtree-kill1.2.2indirect
npmts-interface-checker0.1.13indirect
npmtsup8.5.0indirect
npmtsup8.5.1indirect
npmtsx4.20.6indirect
npmtypescript5.9.3indirect
npmufo1.6.1indirect
npmundici-types7.16.0indirect
npmwebidl-conversions4.0.2indirect
npmwhatwg-url7.1.0indirect
npmwhich2.0.2indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmzod4.1.12indirect
Dependency advisories 0

Installing npm:@tavily/ai-sdk@0.5.0 pulls in 35 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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96vercel/aiThe AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents Exceptional96vercel/chatA unified TypeScript SDK for building chat bots across Slack, Microsoft Teams, Google Chat, Discord, and more.Exceptional94upstash/context7Context7 Platform -- Up-to-date code documentation for LLMs and AI code editorsExceptional100deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Exceptional99IBM/mcp-context-forgeAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.Exceptional98langchain-ai/langchainjsThe agent engineering platformExceptional

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.