Public record
Software health reportschema 0.11.0 · metrics 2.10.0 · 2026-07-15 14:50 UTC

zereight / gitlab-mcp

First gitlab mcp for you, building together

TypeScript · JavaScriptMIT★ 1,806 stars⑂ 326 forkssince Feb 2025View on GitHub ↗
KindMCP serverLibraryNetwork servicehow this is determined

zereight/gitlab-mcp holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (65/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

94
overall / 100
Exceptional

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.

94
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 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

zereightPersonal account
125 followers106 public repossince Aug 2018@kakaobank @ex-woowabros

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
npm@zereight/mcp-gitlab2.1.38425,9741331 day agogitlabgitlab-mcpmcpmcp-servermodel-context-protocolgitlab-apiclaudecursorvscodecopilotai-agentmerge-requestspipelinesoauthstdiossestreamable-http

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

93Exceptional
How it's scored
36/36Push recency — last push 1 days ago
29.1/36Commit cadence — 42/52 weeks with commits
18/18Commit volume — 711 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year711
human_commit_share—
days_since_last_push1
active_weeks_last_year42

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 97 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~1.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count97
latest_release_tagv2.1.38
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases1.2
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?

80Excellent · 17% of overall

Popularity & adoption

80Excellent
How it's scored
52.8/60Stars — 1,806 stars
20.9/25Forks — 326 forks
6/15Watchers — 13 watchers
Inputs used
forks326
stars1,806
watchers13
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_badges—
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

94Exceptional
How it's scored
75.1/80Monthly downloads — 425,974 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@zereight/mcp-gitlab
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads425,974
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)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.8/22.5Commit distribution — top contributor authored 39% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled100
top_contributor_share0.386

Issue & PR responsiveness

81Excellent
How it's scored
40.5/42Issue resolution — 96% of issues closed
25.2/30PR acceptance — 319/380 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
4.5/15OpenSSF Scorecard: Code-Review — Found 9/29 approved changesets -- score normalized to 3
Inputs used
merged_prs319
open_issues7
closed_issues187
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.964
closed_unmerged_prs61
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

63Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.1/25Owner reach — 125 followers of zereight
25/25Track record — 106 public repos, account ~7 yr old
Inputs used
followers125
owner_typeUser
is_verified—
owner_loginzereight
public_repos106
account_age_days2,886
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 1 days ago
20/20Version history — 133 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@zereight/mcp-gitlab
ecosystemsnpm
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

83Excellent · 19% of overall

Engineering practices

78Good
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://zereight.github.io/gitlab-mcp/
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://zereight.github.io/gitlab-mcp/
docs_sitehttps://zereight.github.io/gitlab-mcp/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

65Good · 16% of overall

Security posture

65Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
1.8/2.5CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 9/29 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 10 contributing companies or organizations
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 — 30 commit(s) and 16 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
3/5SAST — SAST tool is not run on all commits -- score normalized to 6
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

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.

77Good · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes7,592
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

91Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .eslintrc.json
11/11Static type checking — mcp-server/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
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_configsmcp-server/tsconfig.json, tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
53.8/55Manageable file sizes — 3/132 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes472,841
source_files_sampled132
oversized_source_files3

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

1,806GitHub stars
100contributors
711commits, last 12 months
1days since last push
97releases
2bus factor
7open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch npm package 'omg-mcp-server' from its registry

More detail

OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-07-15 14:49 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
7CI-Tests8 out of 11 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 9/29 approved changesets -- score normalized to 3
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 16 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
6SASTSAST tool is not run on all commits -- score normalized to 6
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/sdk^1.29.0mcp-server/package.json
npm@modelcontextprotocol/sdk^1.29.0package.json
npm@types/node-fetch^2.6.12package.json
npmdiff^9.0.0package.json
npmexpress^5.1.0package.json
npmexpress-rate-limit^8.5.2package.json
npmfetch-cookie^3.1.0package.json
npmform-data^4.0.0package.json
npmhttp-proxy-agent^7.0.2package.json
npmhttps-proxy-agent^7.0.6package.json
npmnode-fetch^3.3.2package.json
npmopen^10.2.0package.json
npmpino^9.7.0package.json
npmpino-pretty^13.0.0package.json
npmpkce-challenge^5.0.0package.json
npmsocks-proxy-agent^8.0.5package.json
npmtldts^6.1.86package.json
npmtough-cookie^5.1.2package.json
npmzod^3.24.2package.json
npmzod-to-json-schema3.24.5package.json
All dependencies 361

Full resolved dependency set from the GitHub dependency graph: 26 direct and 335 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@types/node-fetch2.6.12direct
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npmmicromatch4.0.8indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.1indirect
npmmime-types3.0.2indirect
npmminimatch3.1.5indirect
npmminimatch9.0.9indirect
npmminimist1.2.8indirect
npmms2.1.3indirect
npmnatural-compare1.4.0indirect
npmnegotiator1.0.0indirect
npmneo-async2.6.2indirect
npmnode-domexception1.0.0indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmon-exit-leak-free2.1.2indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparse-github-url1.0.3indirect
npmparseurl1.3.3indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpath-to-regexp8.4.0indirect
npmpath-to-regexp8.4.2indirect
npmpicomatch2.3.2indirect
npmpino-abstract-transport2.0.0indirect
npmpino-std-serializers7.0.0indirect
npmprelude-ls1.2.1indirect
npmprettier3.5.3indirect
npmprocess-warning5.0.0indirect
npmproxy-addr2.0.7indirect
npmpump3.0.3indirect
npmpunycode2.3.1indirect
npmqs6.15.2indirect
npmqueue-microtask1.2.3indirect
npmquick-format-unescaped4.0.4indirect
npmrange-parser1.2.1indirect
npmraw-body3.0.2indirect
npmreal-require0.2.0indirect
npmrequire-from-string2.0.2indirect
npmresolve-from4.0.0indirect
npmresolve-from5.0.0indirect
npmreusify1.1.0indirect
npmrouter2.2.0indirect
npmrun-applescript7.1.0indirect
npmrun-parallel1.2.0indirect
npmsafe-buffer5.2.1indirect
npmsafe-stable-stringify2.5.0indirect
npmsafer-buffer2.1.2indirect
npmsecure-json-parse2.7.0indirect
npmsemver7.7.2indirect
npmsend1.2.0indirect
npmsend1.2.1indirect
npmserve-static2.2.0indirect
npmserve-static2.2.1indirect
npmset-cookie-parser2.7.1indirect
npmsetprototypeof1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsmart-buffer4.2.0indirect
npmsocks2.8.8indirect
npmsonic-boom4.2.0indirect
npmsource-map0.6.1indirect
npmsplit24.2.0indirect
npmstatuses2.0.2indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color7.2.0indirect
npmthread-stream3.1.0indirect
npmtldts-core6.1.86indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtr460.0.3indirect
npmts-api-utils2.1.0indirect
npmts-node10.9.2indirect
npmtsx4.22.4indirect
npmtype-check0.4.0indirect
npmtype-is2.0.1indirect
npmtypescript5.8.2indirect
npmtypescript5.9.3indirect
npmuglify-js3.19.3indirect
npmundici-types6.20.0indirect
npmundici-types6.21.0indirect
npmunpipe1.0.0indirect
npmuri-js4.4.1indirect
npmv8-compile-cache-lib3.0.1indirect
npmvary1.1.2indirect
npmweb-streams-polyfill3.3.3indirect
npmwebidl-conversions3.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmwordwrap1.0.0indirect
npmwrappy1.0.2indirect
npmwsl-utils0.1.0indirect
npmyn3.1.1indirect
npmyocto-queue0.1.0indirect
PyPImkdocs-material—indirect
PyPIpymdown-extensions—indirect
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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 v0.11.0 — full methodology · metrics wiki.

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