公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-08-01 20:02 UTC

nozomi-koborinai / gcp-cost-mcp-server

💰 An MCP server that enables AI assistants to estimate Google Cloud costs, powered by Cloud Billing Catalog API and built with Genkit for Go

GoMIT★ 22 星标⑂ 2 复刻始于 2025年11月在 GitHub 上查看 ↗
类型库MCP 服务器如何判定
#cloud-billing#gcp#genkit#golang#google-cloud#llm-tools#mcp#mcp-server

nozomi-koborinai/gcp-cost-mcp-server 的健康指数为 100 分中的 57 分，处于「中等」区间。 其得分最高的类别是Vitality（71/100），最低的是Community & Adoption（35/100）。 最近一次更新在 13 天前。 近期的大部分工作由 1 位贡献者完成。

57
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。

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

所有权

Nozomi Koborinai个人账户
60 关注者40 个公开仓库始于 2018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/nozomi-koborinai/gcp-cost-mcp-serverv0.10.0-715 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？

71良好 · 占总体的 21%

开发活跃度

58中等
评分方式
28.8/36推送新近度 — 最近一次推送于 13 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
16.1/18提交量 — 最近一年 61 次提交
10/10OpenSSF Scorecard：Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year61
human_commit_share0.934
days_since_last_push13
active_weeks_last_year4

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 7 个发布版本
36/36发布时效 — 最近一次发布版本于 13 天前
27/27发布节奏 — 约每 38.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count7
latest_release_tagv0.10.0
releases_from_tags否
days_since_latest_release13
mean_days_between_releases38.4

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？

35薄弱 · 占总体的 17%

流行度与采用

21存在风险
评分方式
21.4/60星标 — 22 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 0 位关注者
所用输入
forks2
stars22
watchers0
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（MIT）
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是
has_license是
readme_badges—
has_contributing否
has_issue_template否
has_code_of_conduct否
readme_badge_services—
has_pull_request_template否

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？

61中等 · 占总体的 23%

维护者韧性（巴士系数）

15危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.6/22.5提交分布 — 头号贡献者编写了 84% 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_share0.842

议题与 PR 响应能力

89优秀
评分方式
42/42议题解决 — 100% 的议题已关闭
28.1/30PR 接受 — 已裁定的 PR 中 15/16 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 4/7 approved changesets -- score normalized to 5
所用输入
merged_prs15
open_issues0
closed_issues7
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio1
closed_unmerged_prs1
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。

所有权与托管责任

58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
12.8/25所有者影响力 — nozomi-koborinai 有 60 位关注者
23.7/25既往记录 — 40 个公开仓库，账户约 8 年
所用输入
followers60
owner_typeUser
is_verified—
owner_loginnozomi-koborinai
public_repos40
account_age_days2,991
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

100卓越
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 15 天前
20/20版本历史 — 7 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/nozomi-koborinai/gcp-cost-mcp-server
ecosystemsgo
any_deprecated否
min_days_since_publish15

工程质量

基础的工程与文档实践是否到位？

61中等 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

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 — 8 个主题标签
0/10Wiki
所用输入
topicscloud-billing, gcp, genkit, golang, google-cloud, llm-tools, mcp, mcp-server
has_wiki否
homepage—
has_readme是
has_docs_dir否
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？

37薄弱 · 占总体的 16%

安全态势

37薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 7 out of 7 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
3.8/7.5Code-Review — Found 4/7 approved changesets -- score normalized to 5
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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
7.5/7.5Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 13 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.7

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。

61中等 · 占总体的 4%

AI 代理上下文与指引

40薄弱
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 57 次人类提交中有 57 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

62中等
评分方式
12.6/18一条命令的引导启动 — go.mod（工具链约定，无任务运行器）
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — Go（静态类型）
10/10可复现环境 — lockfile
6.6/10已体现的代理实践 — 最近 61 次提交中有 2 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilesgo.sum
has_dockerfile否
typed_language是
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configs—
agent_commit_share0.033
toolchain_manifestsgo.mod
dependency_bot_commit_share0

面向模型的代码可读性

100卓越
评分方式
45/45可类型检查的代码 — Go（静态类型）
55/55可控的文件大小 — 采样的 35 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes18,802
source_files_sampled35
oversized_source_files0

关键数据

22GitHub 星标
2贡献者
61最近 12 个月提交数
13距最近推送天数
7发布版本数
1巴士系数（bus factor）
0开放议题
Go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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
1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。

111222212026-022026-042026-06
主版本 0次版本 1修订 0
OpenSSF Scorecard 3.7 / 10
3.7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 · 2026-08-01 20:02 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 4/7 approved changesets -- score normalized to 5
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities13 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
Gogithub.com/firebase/genkit/gov1.2.0go.mod
Gogithub.com/sebdah/goldie/v2v2.8.0go.mod
Gogolang.org/x/netv0.47.0go.mod
Gogolang.org/x/oauth2v0.30.0go.mod
全部依赖 未采集

本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
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      "is_fork": false,
      "size_kb": 3063,
      "has_wiki": false,
      "homepage": null,
      "languages": {
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      "pushed_at": "2026-07-19T01:53:49Z",
      "created_at": "2025-11-29T09:54:40Z",
      "owner_type": "User",
      "updated_at": "2026-07-29T08:32:58Z",
      "description": "💰 An MCP server that enables AI assistants to estimate Google Cloud costs, powered by Cloud Billing Catalog API and built with Genkit for Go",
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    },
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          "published_at": "2026-07-17T07:09:51Z"
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          "published_at": "2026-02-22T13:07:01Z"
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          "published_at": "2025-12-02T14:42:49Z"
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          "published_at": "2025-12-01T03:00:36Z"
        },
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          "published_at": "2025-11-30T13:40:38Z"
        },
        {
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          "kind": "minor",
          "published_at": "2025-11-30T10:30:32Z"
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      ],
      "recent_commits": [
        {
          "oid": "5f9d25f11476ebef1917dfab5f5772f9cdbdd909",
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          "headline": "fix: align classifier inputs with MCP wire schema",
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          "is_bot": false,
          "headline": "fix: tighten resource classification semantics",
          "author_name": "Cursor Agent",
          "author_login": "cursoragent",
          "committed_at": "2026-07-16T00:38:37Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "is_bot": false,
          "headline": "test: verify resource classifier tool schema",
          "author_name": "Cursor Agent",
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          "committed_at": "2026-07-16T00:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "is_bot": false,
          "headline": "test: align resource classifier golden output",
          "author_name": "Cursor Agent",
          "author_login": "cursoragent",
          "committed_at": "2026-07-16T00:22:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "Co-authored-by: Nozomi Koborinai <nozomi-koborinai@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: classify Terraform resource cost behavior",
          "author_name": "Cursor Agent",
          "author_login": "cursoragent",
          "committed_at": "2026-07-16T00:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "193781f81b080f0b5edda222f0985a0d5bbff389",
          "body": "…pla-pricing-a4c2\n\nfeat: support License Manager / Office SPLA pricing (Catalog-absent)",
          "is_bot": true,
          "headline": "Merge pull request #22 from nozomi-koborinai/cursor/license-manager-s…",
          "author_name": "cursor[bot]",
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          "is_coding_agent": false
        },
        {
          "oid": "40be3bad5fb77a42f8b00f304b0ac63fb7f56b80",
          "body": "Surface Catalog-absent Office SPLA pricing via curated supplemental\nentries so list/price/estimate tools can cost-classify existence-based\nlicense_count billing (issue #18).\n\nCo-authored-by: Nozomi Koborinai <nozomi-koborinai@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add supplemental catalog for License Manager / Office SPLA",
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          "headline": "Merge pull request #19 from nozomi-koborinai/refactor/go-structure-cl…",
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          "headline": "Merge pull request #21 from nozomi-koborinai/cursor/add-goldie-golden…",
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          "body": "Script the three representative tool chains (quick estimate, multi-service\ntotal, explore pricing) and pin steps plus final costs via goldie.\n\nCo-authored-by: Nozomi Koborinai <nozomi-koborinai@users.noreply.github.com>",
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          "body": "Pin full JSON outputs of estimate_cost and get_sku_price so refactors\ncannot silently change pricing behavior. Update with go test -update.\n\nCo-authored-by: Nozomi Koborinai <nozomi-koborinai@users.noreply.github.com>",
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          "headline": "feat: add ListAllServices and ListAllSKUs to pricing client",
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          "committed_at": "2026-07-10T14:02:45Z",
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          "headline": "Merge pull request #16 from nozomi-koborinai/feature/issue-13-15-filt…",
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          "headline": "Merge pull request #12 from nozomi-koborinai/chore/docs-and-ci",
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          "body": "README updates:\n- Replace ASCII diagrams with Mermaid flowcharts and sequence diagrams\n- Update Available Tools table with free tier auto-deduction feature\n- Replace hardcoded service list with dynamic guide generation description\n- Add Project Structure section with internal/freetier/ package\n- Add\n[…]\ne examples to show free tier application in output\n- Consolidate duplicate Development sections\n\nCI updates:\n- Add test job with race detection and coverage report\n- Upload coverage report as artifact",
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          "is_bot": false,
          "headline": "feat: auto-apply free tier deduction in estimate_cost",
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          "headline": "Merge pull request #9 from nozomi-koborinai/feature/issue-7-freetier-…",
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          "headline": "feat: implement free tier information retrieval service",
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          "headline": "Merge pull request #5 from nozomi-koborinai/fix/releaser",
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          "headline": "Merge pull request #4 from nozomi-koborinai/docs/homebrew-upgrade-ins…",
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          "committed_at": "2025-11-30T13:49:20Z",
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          "is_bot": false,
          "headline": "Merge pull request #3 from nozomi-koborinai/feature/conversational-co…",
          "author_name": "Nozomi Koborinai",
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          "is_bot": false,
          "headline": "feat: add conversational cost estimation with architecture diagram su…",
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          "headline": "Merge pull request #2 from nozomi-koborinai/docs/add-homebrew-install",
          "author_name": "Nozomi Koborinai",
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          "body": "- Add Homebrew as the recommended installation method (Option A)\n- Move binary download to Option B with macOS quarantine removal instructions\n- Move build from source to Option C\n- Add `which` command to find binary path\n- Update MCP client configs with concrete paths instead of /path/to/\n- Rename \"AI Client\" to \"MCP Client\" for consistency with MCP terminology",
          "is_bot": false,
          "headline": "docs: add Homebrew installation and improve install guide",
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        },
        {
          "oid": "73b1289857c2fd894d22eb861d3ec67c849e26c3",
          "body": "Add table explaining which binary to download based on\noperating system and CPU architecture, with tip for\nchecking architecture on macOS.",
          "is_bot": false,
          "headline": "docs: add binary selection guide for different platforms",
          "author_name": "nozomi-koborinai",
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          "committed_at": "2025-11-30T11:56:38Z",
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        },
        {
          "oid": "9652223dec3b1ae4231b38ac7672c51f9f649ef1",
          "body": "feat: implement GCP Cost MCP Server with Genkit",
          "is_bot": false,
          "headline": "Merge pull request #1 from nozomi-koborinai/feat/initial-implementation",
          "author_name": "Nozomi Koborinai",
          "author_login": "nozomi-koborinai",
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        },
        {
          "oid": "aff4b9a9e02b5d18e3fe106597cb81163df5aa7f",
          "body": "Add comprehensive documentation including:\n- Project overview and disclaimer\n- Features table with available MCP tools\n- Quick start guide with installation options\n- AI client configuration (Claude, Cursor, Gemini CLI)\n- Usage examples and authentication options\n- Development instructions\n- Why Genkit for Go section explaining benefits",
          "is_bot": false,
          "headline": "docs: update README with full documentation",
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          "oid": "31ade386cdd82abb9141017fdffa18c7b005bbe1",
          "body": "Add workflow diagram showing AI chat interface\nconnecting to GCP via Genkit MCP server.",
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              {
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              {
                "key": "watchers",
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            ]
          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "readme_badges": null,
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              {
                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 0,
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              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "pr_template",
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.23,
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            "key": "maintainer_resilience",
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              {
                "key": "bus_factor",
                "name": "Bus factor",
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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              {
                "key": "openssf_scorecard_contributors",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            "value": 89,
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              "merged_prs": 15,
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              "closed_issues": 7,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
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              "issue_closed_ratio": 1,
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              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 42,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "15/16 decided PRs merged",
                "points": 28.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 15,
                      "decided": 16
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
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                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                  }
                ],
                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 58,
            "inputs": {
              "followers": 60,
              "owner_type": "User",
              "is_verified": null,
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              "account_age_days": 2991
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "60 followers of nozomi-koborinai",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 60,
                      "login": "nozomi-koborinai"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "40 public repos, account ~8 yr old",
                "points": 23.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 40
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/nozomi-koborinai/gcp-cost-mcp-server"
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              "ecosystems": "go",
              "any_deprecated": false,
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 15 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 15
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "7 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 7
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
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        "weight": 0.19,
        "metrics": [
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            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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                ],
                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
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              {
                "key": "linter_config",
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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            "inputs": {
              "topics": [
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                "mcp-server"
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              "has_wiki": false,
              "homepage": null,
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            "components": [
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                "key": "readme",
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 0,
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              },
              {
                "key": "documentation_homepage_site",
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                "points": 0,
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
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                "details": [
                  {
                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": null,
            "notes": [],
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              "source": "openssf_scorecard",
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
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                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "13 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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"
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              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "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": 61,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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",
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            "notes": [],
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              "largest_source_bytes": 18802,
              "source_files_sampled": 35,
              "oversized_source_files": 0
            },
            "components": [
              {
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                "points": 45,
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                  {
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        ],
        "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": {
      "labels": [
        "library",
        "mcp-server"
      ],
      "scores": {
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        "mcp-server": 4
      },
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      "evidence": [
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          "weight": 6
        },
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          "label": "mcp-server",
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          "weight": 2
        },
        {
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          "label": "mcp-server",
          "source": "tag:mcp-server",
          "weight": 2
        }
      ],
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      "confidence": "medium",
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      "runs_as_process": true,
      "consumed_by_code": true
    },
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  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T20:02:49.228162Z",
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  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nozomi-koborinai/gcp-cost-mcp-server.svg",
  "full_name": "nozomi-koborinai/gcp-cost-mcp-server",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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 v2.3.1、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 — Go.