公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-07-31 23:57 UTC

memgraph / mgclient

C/C++ Memgraph Client

C · C++Apache-2.0★ 44 星标⑂ 6 复刻始于 2019年5月在 GitHub 上查看 ↗

memgraph/mgclient 的健康指数为 100 分中的 60 分,处于「中等」区间。 其得分最高的类别是Sustainability & Governance(69/100),最低的是Community & Adoption(43/100)。 最近一次更新在 9 天前。 近期的大部分工作由 3 位贡献者完成。

60
总分 / 100
中等

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。

60
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 57 经校准后在公布的指数量表上为 60(记录校准 2026-08-02)。

所有权

Memgraph组织
609 关注者94 个公开仓库始于 2016年3月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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?

61中等 · 占总体的 21%
评分方式
28.8/36推送新近度 — 最近一次推送于 9 天前
3.5/36提交节奏 — 52 周中有 5 周有提交
9/18提交量 — 最近一年 9 次提交
5/10OpenSSF Scorecard:Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
所用输入
commits_last_year9
human_commit_share1
days_since_last_push9
active_weeks_last_year5

发布纪律

84优秀
评分方式
27/27有发布版本 — 已发布 15 个发布版本
36/36发布时效 — 最近一次发布版本于 9 天前
12.6/27发布节奏 — 约每 166.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count15
latest_release_tagv1.8.0
releases_from_tags
days_since_latest_release9
mean_days_between_releases166.6
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

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?

43薄弱 · 占总体的 17%
评分方式
26.5/60星标 — 44 个星标
5.8/25复刻 — 6 个复刻
3.9/15关注者 — 6 位关注者
所用输入
forks6
stars44
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

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?

69良好 · 占总体的 23%
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
14.7/22.5提交分布 — 头号贡献者编写了 35% 的提交
13.5/13.5贡献者广度 — 15 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor3
contributors_sampled15
top_contributor_share0.348
评分方式
12/42议题解决 — 29% 的议题已关闭
29.1/30PR 接受 — 已裁定的 PR 中 63/65 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
7.5/15OpenSSF Scorecard:Code-Review — Found 16/30 approved changesets -- score normalized to 5
所用输入
merged_prs63
open_issues15
closed_issues6
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.286
closed_unmerged_prs2
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
20/25所有者影响力 — memgraph 有 609 位关注者
25/25既往记录 — 94 个公开仓库,账户约 10 年
所用输入
followers609
owner_typeOrganization
is_verified
owner_loginmemgraph
public_repos94
account_age_days3,798

工程质量

基础的工程与文档实践是否到位?

52中等 · 占总体的 19%

工程实践

54中等
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
6/20OpenSSF Scorecard:CI-Tests — 8 out of 26 merged PRs checked by a CI test -- score normalized to 3
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 4 个主题标签
0/10Wiki
所用输入
topicsmemgraph, c, cpp, client
has_wiki
homepage
has_readme
has_docs_dir
has_description

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?

51中等 · 占总体的 16%

安全态势

51中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
0.8/2.5CI-Tests — 8 out of 26 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 16/30 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 4 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
2.5/2.5许可证 — license file detected
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — 无数据
5/5Pinned-Dependencies — all dependencies are pinned
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 — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.1
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。

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。

63中等 · 占总体的 4%
评分方式
45/45代理指令 — CLAUDE.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 77 次人类提交中有 60 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.779
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes5,657
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — C(静态类型)
0/10可复现环境
0/10已体现的代理实践 — 最近 77 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
10/10OpenSSF Scorecard:Pinned-Dependencies — all dependencies are pinned
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — C(静态类型)
51.6/55可控的文件大小 — 采样的 48 个源文件中有 3 个超过 60KB
所用输入
primary_languageC
largest_source_bytes103,195
source_files_sampled48
oversized_source_files3
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

44GitHub 星标
15贡献者
9最近 12 个月提交数
9距最近推送天数
15发布版本数
3巴士系数(bus factor)
15开放议题
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 ★ / 6 ⇿
0Star
6Fork
10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。

123456612019-082022-062025-04
主版本 1次版本 4修订 5

每个点涵盖 6 天。

OpenSSF Scorecard 5.1 / 10
5.1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 · 2026-07-31 23:57 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-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
3CI-Tests8 out of 26 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 16/30 approved changesets -- score normalized to 5
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
不适用Packagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 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
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "memgraph",
        "c",
        "cpp",
        "client"
      ],
      "is_fork": false,
      "size_kb": 332,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "C": 348066,
        "C++": 331390,
        "CMake": 16147,
        "Shell": 8485,
        "Python": 17440
      },
      "pushed_at": "2026-07-22T12:58:33Z",
      "created_at": "2019-05-23T09:00:23Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-22T12:59:58Z",
      "description": "C/C++ Memgraph Client",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "C",
      "significant_languages": [
        "C",
        "C++"
      ]
    },
    "owner": {
      "blog": "https://memgraph.com",
      "name": "Memgraph",
      "type": "Organization",
      "login": "memgraph",
      "company": null,
      "location": "London, United Kingdom",
      "followers": 609,
      "avatar_url": "https://avatars.githubusercontent.com/u/17707542?v=4",
      "created_at": "2016-03-07T16:43:23Z",
      "is_verified": null,
      "public_repos": 94,
      "account_age_days": 3798
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
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          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-07-22T12:59:31Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-07-20T10:06:21Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-06-18T11:30:23Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2025-11-17T13:44:12Z"
        },
        {
          "tag": "v1.4.5",
          "kind": "patch",
          "published_at": "2025-04-30T10:04:45Z"
        },
        {
          "tag": "v1.4.4",
          "kind": "patch",
          "published_at": "2024-08-30T19:13:31Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2024-08-24T14:06:47Z"
        },
        {
          "tag": "v1.4.2",
          "kind": "patch",
          "published_at": "2023-06-28T07:47:45Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2023-02-26T15:31:18Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2022-06-14T07:07:14Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2021-09-23T19:13:51Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2021-05-11T13:23:56Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2021-01-14T13:08:38Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2020-11-06T14:03:03Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2020-11-06T15:00:00Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "cf8f787f69df7e59916ddba84e57b632bcc0e97d",
          "body": null,
          "is_bot": false,
          "headline": "bump to version 1.8.0 (#88)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2026-07-22T12:57:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcd56b50afa5497a2ef071dfcc5117c47860ac96",
          "body": null,
          "is_bot": false,
          "headline": "feat: support building on FreeBSD (#86)",
          "author_name": "Gareth Andrew Lloyd",
          "author_login": "Ignition",
          "committed_at": "2026-07-22T12:03:19Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Bump version to 1.7.0 (#85)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2026-07-20T10:04:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ab0544667fa361c1c1390c18d5bfa0c970fd800",
          "body": null,
          "is_bot": false,
          "headline": "Add bolt+routing with automatic failover and retry support (#84)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2026-07-13T10:06:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c6ba9604060d8cecc6ddb472132fcf56007d6a1",
          "body": null,
          "is_bot": false,
          "headline": "bump version to 1.6.0 (#83)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2026-06-18T11:27:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccf549fd37cbc48fb6a3303179a27801b110d07a",
          "body": null,
          "is_bot": false,
          "headline": "feat: Support client-side routing (#81)",
          "author_name": "Andi Skrgat",
          "author_login": "as51340",
          "committed_at": "2026-06-18T10:17:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "762febbe0e9b4b597f96498bbd0e745982add1e5",
          "body": null,
          "is_bot": false,
          "headline": "CI Fixes (#82)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2026-06-16T07:50:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55cc7f5fa291d649e4965a08751a4e05ed75696a",
          "body": "Encode and decode ZonedDateTime types, both those with numeric based offsets (such as 60 minutes), and named timezones (such as [America/New_York].)\n\nTechnically, a struct has been changed that would be breaking, but as this couldn't be used in transport we know that no clients were actually using it.\n\nThis also updates the version to 1.5.0.",
          "is_bot": false,
          "headline": "Transport ZonedDateTimes (#76)",
          "author_name": "colinbarry",
          "author_login": "colinbarry",
          "committed_at": "2025-08-18T10:08:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f6968c75d4b6cbb984fd1578823e20950b65f55",
          "body": "The `offset` was being treated as minutes - which is how we store\ntimezone offsets elsewhere in the product - but the bolt unit is\nactually in seconds (see:\nhttps://neo4j.com/docs/bolt/current/bolt/structure-semantics/#structure-datetime)\n\n(Also bump semantic version up to 1.4.6)",
          "is_bot": false,
          "headline": "Use seconds for bolt's ZonedDateTime protocol (#75)",
          "author_name": "Colin Barry",
          "author_login": "colinbarry",
          "committed_at": "2025-08-12T10:25:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c1dd792ffacb90cd92dac2860a4d927318919af",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 1.4.5 (#74)",
          "author_name": "Dr Matt James",
          "author_login": "mattkjames7",
          "committed_at": "2025-04-30T10:00:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac64138745b1defe9383b3de5c739bfffc427867",
          "body": null,
          "is_bot": false,
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                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 10
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.779,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 5657
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "60 of 77 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 60,
                      "sampled": 77
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "weak",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 77",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 77
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "C",
              "largest_source_bytes": 103195,
              "source_files_sampled": 48,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/48 source files over 60KB",
                "points": 51.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 48,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T23:57:32.159815Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/memgraph/mgclient.svg",
  "full_name": "memgraph/mgclient",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v2.5.0、模式 v0.27.0—— 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.