公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-14 22:51 UTC

jmrplens / gitlab-mcp-server

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

GoMIT★ 36 星标⑂ 4 复刻始于 2026年4月在 GitHub 上查看 ↗
类型MCP 服务器网络服务如何判定
#ai-tools#gitlab#gitlab-api#go#llm#mcp#mcp-server#model-context-protocol

jmrplens/gitlab-mcp-server 的健康指数为 100 分中的 87 分，处于「优秀」区间。 其得分最高的类别是AI Readiness（93/100），最低的是Sustainability & Governance（52/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

87
总分 / 100
优秀

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

87
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 73 经校准后在公布的指数量表上为 87（记录校准 2026-08-02）。

所有权

José M. Requena Plens个人账户
53 关注者50 个公开仓库始于 2017年5月

该仓库由个人账户拥有。相较于组织支持的项目，单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/jmrplens/gitlab-mcp-server/v3v3.0.0-14 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

86优秀 · 占总体的 21%

开发活跃度

78良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
13.8/36提交节奏 — 52 周中有 20 周有提交
18/18提交量 — 最近一年 578 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year578
human_commit_share1
days_since_last_push0
active_weeks_last_year20

发布纪律

98卓越
评分方式
27/27有发布版本 — 已发布 55 个发布版本
36/36发布时效 — 最近一次发布版本于 4 天前
27/27发布节奏 — 约每 2.6 天发布一次
8/10OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
所用输入
releases_count55
latest_release_tagv3.0.0
releases_from_tags否
days_since_latest_release4
mean_days_between_releases2.6

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

58中等 · 占总体的 17%

流行度与采用

29存在风险
评分方式
25/60星标 — 36 个星标
4/25复刻 — 4 个复刻
0/15关注者 — 1 位关注者
所用输入
forks4
stars36
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges15
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicespkg.go.dev, shields.io, sonarcloud.io
has_pull_request_template是

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

52中等 · 占总体的 23%

维护者韧性（巴士系数）

12危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
0/10OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.998

议题与 PR 响应能力

67良好
评分方式
37.7/42议题解决 — 90% 的议题已关闭
26.1/30PR 接受 — 已裁定的 PR 中 489/562 已合并
0/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 0/3
3/15OpenSSF Scorecard：Code-Review — Found 7/30 approved changesets -- score normalized to 2
所用输入
merged_prs489
open_issues15
closed_issues132
prs_merged_7d57
prs_decided_7d60
prs_merged_30d57
prs_decided_30d60
issue_closed_ratio0.898
closed_unmerged_prs73
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d3

所有权与托管责任

59中等
评分方式
10/30所有权背书 — 个人（用户）账户
0/20已验证域名 — 不适用于个人账户
12.5/25所有者影响力 — jmrplens 有 53 位关注者
24.4/25既往记录 — 50 个公开仓库，账户约 9 年
所用输入
followers53
owner_typeUser
is_verified—
owner_loginjmrplens
public_repos50
account_age_days3,399
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。

软件包维护

84优秀
评分方式
25/25已发布且可解析 — go 上有 1 个软件包
35/35发布时效 — 最近一次发布于 4 天前
4/20版本历史 — 1 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagesgithub.com/jmrplens/gitlab-mcp-server/v3
ecosystemsgo
any_deprecated否
min_days_since_publish4

工程质量

基础的工程与文档实践是否到位？

90优秀 · 占总体的 19%

工程实践

90优秀
评分方式
24/24CI 工作流 — 13 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml, eslint.config.mjs
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://jmrp.io/docs/gitlab-mcp-server
10/10仓库描述
10/10主题标签 — 8 个主题标签
0/10Wiki
所用输入
topicsai-tools, gitlab, gitlab-api, go, llm, mcp, mcp-server, model-context-protocol
has_wiki否
homepagehttps://jmrp.io/docs/gitlab-mcp-server
docs_sitehttps://jmrp.io/docs/gitlab-mcp-server
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

77良好 · 占总体的 16%

安全态势

74良好
评分方式
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
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 7/30 approved changesets -- score normalized to 2
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — 无数据
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
0/7.5Token-Permissions — 无数据
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate7.4
已排除计分（无数据或不适用）：Dangerous-Workflow, Packaging, Token-Permissions。 其余权重已重新归一化。

依赖安全公告

89优秀
评分方式
26.6/35直接依赖不含已知公告 — 1 个受影响：golang.org/x/crypto v0.56.0 (unknown)
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories4
affected_packages3
assessed_packages995
unassessed_packages0
affected_by_severityhigh 2, unknown 1
direct_affected_packages1
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 995 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

93卓越 · 占总体的 4%

AI 代理上下文与指引

100卓越
评分方式
45/45代理指令 — .github/copilot-instructions.md, .github/instructions/code-review-generic.instructions.md, .github/instructions/context-engineering.instructions.md, .github/instructions/go-mcp-server.instructions.md, .github/instructions/go.instructions.md, .github/instructions/mcp-best-practices.instructions.md, .github/instructions/security-and-owasp.instructions.md, .github/instructions/self-explanatory-code-commenting.instructions.md, .github/instructions/test-goroutines.instructions.md, AGENTS.md, CLAUDE.md
15/15机器可读文档（llms.txt） — 存在 llms.txt
40/40可读的提交历史 — 100 次人类提交中有 100 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt是
llms_txt_url—
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, .github/instructions/code-review-generic.instructions.md, .github/instructions/context-engineering.instructions.md, .github/instructions/go-mcp-server.instructions.md, .github/instructions/go.instructions.md, .github/instructions/mcp-best-practices.instructions.md, .github/instructions/security-and-owasp.instructions.md, .github/instructions/self-explanatory-code-commenting.instructions.md, .github/instructions/test-goroutines.instructions.md, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes186,666

验证循环（构建 / 测试 / 类型检查）

83优秀
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml, eslint.config.mjs
11/11静态类型检查 — site/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
6/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
所用输入
has_nix否
has_tests是
lockfilesgo.sum, pnpm-lock.yaml
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configssite/tsconfig.json
agent_commit_share0
toolchain_manifestscmd/audit_e2e_coverage/testdata/static/go.mod, go.mod
dependency_bot_commit_share0

面向模型的代码可读性

98卓越
评分方式
45/45可类型检查的代码 — Go（静态类型）
53.2/55可控的文件大小 — 采样的 2,488 个源文件中有 81 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes425,835
source_files_sampled2,488
oversized_source_files81

机器可读接口

100卓越
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — internal/graphqlschema/gitlab-schema.graphql
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal是
api_schema_filesinternal/graphqlschema/gitlab-schema.graphql
interfaces_expected_ofnetwork-service

关键数据

36GitHub 星标
2贡献者
578最近 12 个月提交数
0距最近推送天数
55发布版本数
1巴士系数（bus factor）
15开放议题
Go, npm软件包生态系统数

数据采集警告

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

更多细节

Star 与 Fork 历史 0 ★ / 4 ⇿
0Star
4Fork
27发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

1223344412026-052026-072026-09
主版本 1次版本 6修订 20
OpenSSF Scorecard 7.4 / 10
7.4综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-09-14 22:50 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 7/30 approved changesets -- score normalized to 2
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
不适用Dangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
不适用Token-PermissionsNo tokens found
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 39
注册表软件包版本约束清单文件
Gogithub.com/go-logr/logrv1.4.4go.mod
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/hashicorp/go-retryablehttpv0.7.8go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/mattn/go-isattyv0.0.24go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.8.0go.mod
Gogithub.com/shirou/gopsutil/v4v4.26.8go.mod
Gogithub.com/tiktoken-go/tokenizerv0.8.1go.mod
Gogithub.com/vektah/gqlparser/v2v2.5.28go.mod
Gogitlab.com/gitlab-org/api/client-go/v3v3.0.0go.mod
Gogo.opentelemetry.io/contrib/bridges/otelslogv0.20.1go.mod
Gogo.opentelemetry.io/otelv1.46.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.22.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.22.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.46.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.46.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.46.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.46.0go.mod
Gogo.opentelemetry.io/otel/logv0.22.0go.mod
Gogo.opentelemetry.io/otel/metricv1.46.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.46.0go.mod
Gogo.opentelemetry.io/otel/sdk/logv0.22.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.46.0go.mod
Gogo.opentelemetry.io/otel/tracev1.46.0go.mod
Gogo.opentelemetry.io/proto/otlpv1.11.0go.mod
Gogo.yaml.in/yaml/v3v3.0.5go.mod
Gogolang.org/x/cryptov0.56.0go.mod
Gogolang.org/x/imagev0.45.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogolang.org/x/toolsv0.49.0go.mod
Gogoogle.golang.org/protobufv1.36.12go.mod
npm@astrojs/markdown-remark^7.3.0site/package.json
npm@astrojs/starlight^0.42.0site/package.json
npmastro^7.3.1site/package.json
npmmermaid^11.17.2site/package.json
npmsharp^0.35.4site/package.json
全部依赖 995

来自 GitHub 依赖图的完整解析依赖集合：39 个直接依赖与 956 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
Gogithub.com/go-logr/logrv1.4.4直接
Gogithub.com/google/jsonschema-gov0.4.3直接
Gogithub.com/hashicorp/go-retryablehttpv0.7.8直接
Gogithub.com/joho/godotenvv1.5.1直接
Gogithub.com/mattn/go-isattyv0.0.24直接
Gogithub.com/modelcontextprotocol/go-sdkv1.8.0直接
Gogithub.com/shirou/gopsutil/v4v4.26.8直接
Gogithub.com/tiktoken-go/tokenizerv0.8.1直接
Gogithub.com/vektah/gqlparser/v2v2.5.28直接
Gogitlab.com/gitlab-org/api/client-go/v3v3.0.0直接
Gogo.opentelemetry.io/contrib/bridges/otelslogv0.20.1直接
Gogo.opentelemetry.io/otelv1.46.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.22.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.22.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.46.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.46.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.46.0直接
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.46.0直接
Gogo.opentelemetry.io/otel/logv0.22.0直接
Gogo.opentelemetry.io/otel/metricv1.46.0直接
Gogo.opentelemetry.io/otel/sdkv1.46.0直接
Gogo.opentelemetry.io/otel/sdk/logv0.22.0直接
Gogo.opentelemetry.io/otel/sdk/metricv1.46.0直接
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npmvolar-service-yaml0.0.71间接
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npmvscode-uri3.2.0间接
npmweb-namespaces2.0.1间接
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npmwebidl-conversions3.0.1间接
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npmxml1.0.1间接
npmxxhash-wasm1.1.0间接
npmy18n5.0.8间接
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npmyaml-language-server1.23.0间接
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npmyargs-parser21.1.1间接
npmyargs-parser22.0.0间接
npmyauzl2.10.0间接
npmyocto-queue0.1.0间接
npmyocto-queue1.2.2间接
npmzod3.25.76间接
npmzod4.5.1间接
npmzod4.5.4间接
npmzwitch2.0.4间接
依赖安全公告 3

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 995 个包，其中也包含从不交付的开发与测试版本固定：3 个存在已知公告，1 个为直接依赖。

软件包版本关系严重程度公告数修复版本
extract-zip2.0.1间接高2—
google.golang.org/grpcv1.83.1间接高11.85.0-dev.0.20260825072537-93e31b48545e
golang.org/x/cryptov0.56.0直接未知1—

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — Go.