Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-26 22:27 UTC

dataforseo / mcp-server-typescript

DataForSEO API modelcontextprotocol server

TypeScriptApache-2.0★ 248 stars⑂ 116 forkssince Apr 2025View on GitHub ↗
KindCommand-line toolMCP serverLibraryNetwork servicehow this is determined
#ai#aiworkflow#dataforseo#dataforseo-apis#mcp#modelcontextprotocol#seo#seo-optimization#typescript

dataforseo/mcp-server-typescript holds a health index of 69 out of 100, placing it in the Good band. It scores highest on Vitality (79/100) and lowest on AI Readiness (38/100). It was last updated 25 days ago. 2 contributors account for most of its recent work.

69
overall / 100
Good

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.

69
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 62 is calibrated to 69 on the published index scale (record calibration 2026-08-02).

Ownership

DataForSEOOrganization · verified domain
103 followers15 public repossince Jun 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmdataforseo-mcp-server3.1.141,3306332 days agodataforseoseoapiclimcpllmcloudflareworkers

Metrics by category

Vitality

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

79Good · 21% of overall

Development activity

73Good
How it's scored
28.8/36Push recency — last push 25 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 135 commits in the last year
10/10OpenSSF Scorecard: Maintained — 28 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year135
human_commit_share0.99
days_since_last_push25
active_weeks_last_year24

Release discipline

88Excellent
How it's scored
16.2/27Ships releases — 18 version tags (no GitHub releases)
36/36Release recency — latest release 32 days ago
27/27Release cadence — a release every ~8.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count18
latest_release_tagv3.1.1
releases_from_tagsyes
days_since_latest_release32
mean_days_between_releases8.7
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?

61Moderate · 17% of overall

Popularity & adoption

60Moderate
How it's scored
38.8/60Stars — 248 stars
17.2/25Forks — 116 forks
4.3/15Watchers — 7 watchers
Inputs used
forks116
stars248
watchers7
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 (Apache-2.0)
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)

77Good
How it's scored
61.6/80Monthly downloads — 41,330 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesdataforseo-mcp-server
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads41,330
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?

73Good · 23% of overall

Maintainer resilience (bus factor)

54Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
14.9/22.5Commit distribution — top contributor authored 34% of commits
13.5/13.5Contributor breadth — 14 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor2
contributors_sampled14
top_contributor_share0.336

Issue & PR responsiveness

64Moderate
How it's scored
34.1/42Issue resolution — 81% of issues closed
21.3/30PR acceptance — 32/45 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 1/27 approved changesets -- score normalized to 0
Inputs used
merged_prs32
open_issues3
closed_issues13
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.812
closed_unmerged_prs13
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

85Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
14.5/25Owner reach — 103 followers of dataforseo
20.8/25Track record — 15 public repos, account ~9 yr old
Inputs used
followers103
owner_typeOrganization
is_verifiedyes
owner_logindataforseo
public_repos15
account_age_days3,379

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 32 days ago
20/20Version history — 63 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesdataforseo-mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish32

Engineering Quality

Are baseline engineering and documentation practices in place?

40Weak · 19% of overall

Engineering practices

24At Risk
How it's scored
24/24CI workflows — 2 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — http://dataforseo.com/
10/10Repository description
10/10Topics — 9 topics
0/10Wiki
Inputs used
topicsai, aiworkflow, dataforseo, dataforseo-apis, mcp, modelcontextprotocol, seo, seo-optimization, typescript
has_wikino
homepagehttp://dataforseo.com/
docs_sitehttp://dataforseo.com/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

60Moderate · 16% of overall

Security posture

50Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 3 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
0/7.5Code-Review — Found 1/27 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no 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
7.5/7.5Maintained — 28 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
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
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5
Excluded from scoring (no data or not applicable): Signed-Releases. 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_packages270
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:dataforseo-mcp-server@3.1.1 runtime dependency closure — what installing the published package pulls in — 270 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.

38Weak · 4% of overall

Agent context & guidance

24At Risk
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://dataforseo.com/llms.txt)
8.6/40Legible commit history — 16 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://dataforseo.com/llms.txt
legible_history_share0.162
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

31At Risk
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 1 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsno
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.01

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/49 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes7,482
source_files_sampled49
oversized_source_files0

Machine-readable interfaces

20At Risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

248GitHub stars
14contributors
135commits, last 12 months
25days since last push
18releases
2bus factor
3open 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 ★ / 116 ⇿
0Stars
116Forks
18Releases

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.

02040608010012010732025-052025-122026-08
Major 1Minor 1Patch 15

Each point covers 2 days.

OpenSSF Scorecard 5.0 / 10
5.0aggregate

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 · 2026-09-26 22:27 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/27 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained28 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities10 existing vulnerabilities detected
Direct dependencies 6
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/sdk^1.30.0package.json
npmagents^0.21.0package.json
npmcommander^15.0.0package.json
npmexpress^5.2.1package.json
npmwrangler^4.125.0package.json
npmzod^4.4.3package.json
All dependencies 340

Full resolved dependency set from the GitHub dependency graph: 6 direct and 334 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@modelcontextprotocol/sdk1.30.0direct
npmagents0.21.0direct
npmcommander15.0.0direct
npmexpress5.2.1direct
npmwrangler4.125.0direct
npmzod4.4.3direct
npm@babel/code-frame8.0.0indirect
npm@babel/compat-data8.0.0indirect
npm@babel/core8.0.1indirect
npm@babel/generator8.0.0indirect
npm@babel/helper-annotate-as-pure8.0.0indirect
npm@babel/helper-compilation-targets8.0.0indirect
npm@babel/helper-create-class-features-plugin8.0.1indirect
npm@babel/helper-globals8.0.0indirect
npm@babel/helper-member-expression-to-functions8.0.0indirect
npm@babel/helper-optimise-call-expression8.0.0indirect
npm@babel/helper-plugin-utils8.0.1indirect
npm@babel/helper-replace-supers8.0.1indirect
npm@babel/helper-skip-transparent-expression-wrappers8.0.0indirect
npm@babel/helper-string-parser8.0.0indirect
npm@babel/helper-validator-identifier8.0.4indirect
npm@babel/helper-validator-option8.0.0indirect
npm@babel/helpers8.0.0indirect
npm@babel/parser8.0.4indirect
npm@babel/plugin-proposal-decorators8.0.2indirect
npm@babel/plugin-syntax-decorators8.0.1indirect
npm@babel/runtime7.29.7indirect
npm@babel/runtime-corejs37.29.7indirect
npm@babel/template8.0.0indirect
npm@babel/traverse8.0.4indirect
npm@babel/types8.0.4indirect
npm@cfworker/json-schema4.1.1indirect
npm@cloudflare/kv-asset-handler0.5.0indirect
npm@cloudflare/unenv-preset2.16.1indirect
npm@cloudflare/workerd-darwin-641.20260820.1indirect
npm@cloudflare/workerd-darwin-arm641.20260820.1indirect
npm@cloudflare/workerd-linux-641.20260820.1indirect
npm@cloudflare/workerd-linux-arm641.20260820.1indirect
npm@cloudflare/workerd-windows-641.20260820.1indirect
npm@cloudflare/workers-types5.20260821.1indirect
npm@cspotcode/source-map-support0.8.1indirect
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npm@esbuild/freebsd-arm640.28.2indirect
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npm@esbuild/linux-mips64el0.28.2indirect
npm@esbuild/linux-ppc640.28.1indirect
npm@esbuild/linux-ppc640.28.2indirect
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npm@esbuild/linux-x640.28.1indirect
npm@esbuild/linux-x640.28.2indirect
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npm@esbuild/netbsd-arm640.28.2indirect
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npmcookie0.7.2indirect
npmcookie1.1.1indirect
npmcookie-signature1.2.2indirect
npmcore-js-pure3.50.0indirect
npmcors2.8.6indirect
npmcron-schedule6.0.0indirect
npmcross-spawn7.0.6indirect
npmdebug4.4.3indirect
npmdepd2.0.0indirect
npmdetect-libc2.1.2indirect
npmdunder-proto1.0.1indirect
npmee-first1.1.1indirect
npmelectron-to-chromium1.5.412indirect
npmemoji-regex10.6.0indirect
npmempathic2.0.1indirect
npmencodeurl2.0.0indirect
npmerror-stack-parser-es1.0.5indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-object-atoms1.1.2indirect
npmesbuild0.28.1indirect
npmesbuild0.28.2indirect
npmescalade3.2.0indirect
npmescape-html1.0.3indirect
npmetag1.8.1indirect
npmevent-target-polyfill0.0.4indirect
npmeventsource3.0.7indirect
npmeventsource-parser3.1.1indirect
npmexpress-rate-limit8.6.2indirect
npmfast-deep-equal3.1.3indirect
npmfast-uri3.1.5indirect
npmfinalhandler2.1.1indirect
npmforwarded0.2.0indirect
npmfresh2.0.0indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmgensync1.0.0-beta.2indirect
npmget-caller-file2.0.5indirect
npmget-east-asian-width1.6.0indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmgopd1.2.0indirect
npmhas-symbols1.1.0indirect
npmhasown2.0.4indirect
npmhono4.13.3indirect
npmhttp-errors2.0.1indirect
npmiconv-lite0.7.3indirect
npmimport-meta-resolve4.2.0indirect
npminherits2.0.4indirect
npmip-address10.5.0indirect
npmipaddr.js1.9.1indirect
npmis-promise4.0.0indirect
npmisexe2.0.0indirect
npmjose6.2.9indirect
npmjs-base643.9.3indirect
npmjs-tokens10.0.0indirect
npmjsesc3.1.0indirect
npmjson-schema-traverse1.0.0indirect
npmjson-schema-typed8.0.2indirect
npmjson52.2.3indirect
npmkleur4.1.5indirect
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npmmath-intrinsics1.1.0indirect
npmmedia-typer1.1.1indirect
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npmmime-db1.52.0indirect
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npmmime-types2.1.35indirect
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npmmimetext3.0.28indirect
npmminiflare5.20260820.0-alphaindirect
npmms2.1.3indirect
npmnanoid5.1.16indirect
npmnegotiator1.1.0indirect
npmnode-releases2.0.53indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmobug2.1.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmparseurl1.3.3indirect
npmpartyserver0.5.10indirect
npmpartysocket1.3.0indirect
npmpath-key3.1.1indirect
npmpath-to-regexp6.3.0indirect
npmpath-to-regexp8.4.2indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpkce-challenge5.0.1indirect
npmproxy-addr2.0.7indirect
npmqs6.15.3indirect
npmrange-parser1.2.1indirect
npmraw-body3.0.2indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.2.5indirect
npmrouter2.2.0indirect
npmsafer-buffer2.1.2indirect
npmsemver7.8.5indirect
npmsend1.2.1indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
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npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.1indirect
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npmstatuses2.0.2indirect
npmstring-width7.2.0indirect
npmstring-width8.2.2indirect
npmstrip-ansi7.2.0indirect
npmsupports-color10.2.2indirect
npmtoidentifier1.0.1indirect
npmtslib2.8.1indirect
npmtsx4.23.12indirect
npmtype-is2.1.0indirect
npmtypescript7.0.2indirect
npmundici7.29.0indirect
npmundici-types8.3.0indirect
npmunenv2.0.0-rc.24indirect
npmunpipe1.0.0indirect
npmupdate-browserslist-db1.3.1indirect
npmvary1.1.2indirect
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npmwrappy1.0.2indirect
npmws8.21.0indirect
npmy18n5.0.8indirect
npmyaml2.9.0indirect
npmyargs18.1.0indirect
npmyargs-parser22.0.0indirect
npmyouch4.1.0-beta.10indirect
npmyouch-core0.3.3indirect
npmzod-to-json-schema3.25.2indirect
Dependency advisories 0

Installing npm:dataforseo-mcp-server@3.1.1 pulls in 270 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.