Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-12 22:06 UTC

KnockOutEZ / wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

TypeScriptCustom license★ 5,237 stars⑂ 417 forkssince Apr 2026View on GitHub ↗
KindCommand-line toolLibraryMCP serverWeb interfaceTerminal interfacehow this is determined
#mcp#agent#ai#ai-agent#claude#cli#developer-tools#local-first#mcp-server#metasearch#model-context-protocol#nodejs#privacy#rag#search#search-engine#typescript#web-crawler#web-scraping#web-search

KnockOutEZ/wigolo holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on AI Readiness (90/100) and lowest on Security (44/100). It was last updated today. A single contributor accounts for most of its recent work.

84
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.

84
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 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).

Ownership

Towhid KhanPersonal account
139 followers65 public repossince Aug 2020pgEdge

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmwigolo0.2.13,8961155 days agomcpmcp-serverweb-searchweb-scrapingai-agentlocal-firstcontent-extractionsearchscrapingcrawlerclaudeagent-tools

Metrics by category

Vitality

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

82Excellent · 21% of overall

Development activity

76Good
How it's scored
36/36Push recency — last push 0 days ago
12.5/36Commit cadence — 18/52 weeks with commits
18/18Commit volume — 2,007 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,007
human_commit_share1
days_since_last_push0
active_weeks_last_year18

Release discipline

90Excellent
How it's scored
27/27Ships releases — 12 releases published
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~7.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count12
latest_release_tagbinary-v0.2.1-sd507.1
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases7.2

Community & Adoption

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

81Excellent · 17% of overall

Popularity & adoption

89Excellent
How it's scored
60/60Stars — 5,237 stars
21.8/25Forks — 417 forks
7.2/15Watchers — 21 watchers
Inputs used
forks417
stars5,237
watchers21
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonwindow_too_short

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges10
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

60Moderate
How it's scored
47.9/80Monthly downloads — 3,896 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageswigolo
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads3,896
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?

58Moderate · 23% of overall

Maintainer resilience (bus factor)

33At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.3/22.5Commit distribution — top contributor authored 98% of commits
13.5/13.5Contributor breadth — 10 contributors
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.985

Issue & PR responsiveness

49Weak
How it's scored
20.7/42Issue resolution — 49% of issues closed
28.3/30PR acceptance — 495/525 decided PRs merged
0/13Newcomer PR acceptance — 0/2 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/5 approved changesets -- score normalized to 0
Inputs used
merged_prs495
open_issues35
closed_issues34
prs_merged_7d28
prs_decided_7d29
prs_merged_30d58
prs_decided_30d60
issue_closed_ratio0.493
closed_unmerged_prs30
first_time_authors_30d2
first_time_prs_merged_30d0
first_time_prs_decided_30d2

Ownership & stewardship

63Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.4/25Owner reach — 139 followers of KnockOutEZ
25/25Track record — 65 public repos, account ~6 yr old
Inputs used
followers139
owner_typeUser
is_verified—
owner_loginKnockOutEZ
public_repos65
account_age_days2,206
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 55 days ago
20/20Version history — 11 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageswigolo
ecosystemsnpm
any_deprecatedno
min_days_since_publish55

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

76Good
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 3 out of 5 merged PRs checked by a CI test -- score normalized to 6
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://knockoutez.github.io/wigolo/
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsmcp, agent, ai, ai-agent, claude, cli, developer-tools, local-first, mcp-server, metasearch, model-context-protocol, nodejs, privacy, rag, search, search-engine, typescript, web-crawler, web-scraping, web-search
has_wikiyes
homepagehttps://knockoutez.github.io/wigolo/
docs_sitehttps://knockoutez.github.io/wigolo/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

44Weak · 16% of overall

Security posture

43Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
1.5/2.5CI-Tests — 3 out of 5 merged PRs checked by a CI test -- score normalized to 6
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/5 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 19 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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 — 90 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.3

Dependency advisories

46Weak
How it's scored
10.6/35Direct dependencies free of known advisories — 2 affected: defuddle 0.16.0 (high 8.2), ajv 8.17.1 (moderate 5.3)
6.1/25Indirect dependencies free of known advisories — 2 affected: sharp 0.34.5 (high 8.4), tar 6.2.1 (high 8.8)
29.6/40No advisories left outstanding — 2 advisory-carrying package(s) unaddressed past 90 days; oldest published 239 days ago
Inputs used
sourceosv
advisories16
affected_packages4
assessed_packages427
unassessed_packages0
affected_by_severityhigh 3, moderate 1
direct_affected_packages2
Matched the npm:wigolo@0.2.1 runtime dependency closure — what installing the published package pulls in — 427 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.

90Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — site/AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt present
40/40Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_url—
legible_history_share0.99
agent_instruction_filessite/AGENTS.md
agent_instruction_max_bytes327

Verify loop (build / test / typecheck)

75Good
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — examples/vercel-ai-sdk-tools/tsconfig.json, packages/wigolo-vercel-ai-sdk/tsconfig.json, sdks/python/src/wigolo/py.typed, sdks/typescript/tsconfig.json, site/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsexamples/vercel-ai-sdk-tools/tsconfig.json, packages/wigolo-vercel-ai-sdk/tsconfig.json, sdks/python/src/wigolo/py.typed, sdks/typescript/tsconfig.json, site/tsconfig.json, tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.9/55Manageable file sizes — 2/1,289 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes78,556
source_files_sampled1,289
oversized_source_files2

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
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

5,237GitHub stars
10contributors
2,007commits, last 12 months
0days since last push
12releases
1bus factor
35open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Star history carried forward from 2026-07-22: GitHub restricted the stargazers API to repository admins, so it can no longer be collected. The repository has 5237 stars today.

More detail

Star and fork history 3,201 ★ / 417 ⇿
3,201Stars
417Forks
8Releases

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.

Star history is shown as collected on 2026-07-22. GitHub restricted the stargazers API to repository administrators in July 2026, so this series can no longer be extended; the current star total above remains live.

01,2502,5003,7503,2014176132026-072026-082026-09
Major 0Minor 1Patch 1
OpenSSF Scorecard 4.3 / 10
4.3aggregate

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 · 2026-09-12 22:05 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
6CI-Tests3 out of 5 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/5 approved changesets -- score normalized to 0
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities90 existing vulnerabilities detected
Direct dependencies 37
RegistryPackageVersion constraintManifest
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All dependencies 1,201

Full resolved dependency set from the GitHub dependency graph: 42 direct and 1,159 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmrollup4.60.1indirect
npmrollup4.60.4indirect
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npmtinybench2.9.0indirect
npmtinycolor21.6.0indirect
npmtinyexec0.3.2indirect
npmtinyexec1.1.2indirect
npmtinyexec1.2.4indirect
npmtinyglobby0.2.16indirect
npmtinyglobby0.2.17indirect
npmtinygradient1.1.5indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyrainbow3.1.0indirect
npmtinyspy4.0.4indirect
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npmtypescript6.0.3indirect
npmtypescript-eslint8.62.1indirect
npmufo1.6.4indirect
npmuhyphen0.2.0indirect
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npmunified11.0.5indirect
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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
npmuniversalify2.0.1indirect
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npmunrs-resolver1.12.2indirect
npmunzipper0.12.5indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmuse-sync-external-store1.6.0indirect
npmutil-deprecate1.0.2indirect
npmvary1.1.2indirect
npmvfile6.0.3indirect
npmvfile-message4.0.3indirect
npmvite7.3.2indirect
npmvite8.0.13indirect
npmvite8.1.5indirect
npmvite-node3.2.4indirect
npmvitest3.2.4indirect
npmvitest4.1.6indirect
npmweb-streams-polyfill3.3.3indirect
npmwhich2.0.2indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.2indirect
npmwhich-typed-array1.1.22indirect
npmwhy-is-node-running2.3.0indirect
npmwidest-line5.0.0indirect
npmwigolo-sdk0.2.0indirect
npmwigolo-vercel-ai-sdk0.2.0indirect
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npmword-wrap1.2.5indirect
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npmwrap-ansi7.0.0indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmwreq-js2.3.1indirect
npmws7.5.13indirect
npmws8.20.1indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyallist4.0.0indirect
npmyallist5.0.0indirect
npmyaml2.9.0indirect
npmyargs16.2.2indirect
npmyargs-parser20.2.9indirect
npmyocto-queue0.1.0indirect
npmyoctocolors2.1.2indirect
npmyoctocolors-cjs2.1.3indirect
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npmzod3.25.76indirect
npmzod4.4.3indirect
npmzod-to-json-schema3.25.2indirect
npmzod-validation-error4.0.2indirect
npmzwitch2.0.4indirect
PyPIcrewai—indirect
PyPIlangchain-core—indirect
PyPIllama-index-core—indirect
PyPIpydantic—indirect
PyPIpytest—indirect
PyPIpytest-asyncio—indirect
PyPIpytest-mock—indirect
PyPIwigolo—indirect
Dependency advisories 4

Installing npm:wigolo@0.2.1 pulls in 427 packages, direct and transitive: 4 carry known advisories, of which 2 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
defuddle0.16.0directhigh10.19.1
sharp0.34.5indirecthigh20.35.4
tar6.2.1indirecthigh127.5.21
ajv8.17.1directmoderate18.18.0

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.