Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 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
nozomi-koborinai/gcp-cost-mcp-server має індекс здоров’я 57 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (71/100), найнижчий — Community & Adoption (35/100). Останнє оновлення було 13 днів тому. Більшість нещодавньої роботи виконує один учасник.
57
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє зважене середнє, відкаліброване за розподілом публічного реєстру, тож діапазони мають перцентильний зміст; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 34 («У зоні ризику»).
57
Винятковий93-100Верхній щабель реєстру (≈ топ-5%); відповідає практично всім перевіреним критеріям
Відмінний80-92Сильний за всіма напрямами; незначні прогалини
Добрий65-79Здоровий; прогалини обмежені та керовані
Помірний50-64Прийнятний, але з помітними прогалинами; рекомендовано перевірку
Слабкий35-49Суттєві недоліки в кількох сферах
У зоні ризику20-34Суттєві слабкі місця; впровадження потребує обережності
Критичний1-19Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Зважений загальний бал 55 калібровано до 57 за шкалою опублікованого індексу (калібрування реєстру 2026-08-02).
Власність
Nozomi KoborinaiОсобистий обліковий запис
60 підписників40 публічних репозиторіївз трав. 2018 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| Go | github.com/nozomi-koborinai/gcp-cost-mcp-server | v0.10.0 | - | 7 | 15 днів тому |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
71
Активність розробки
58Помірний
Як обчислюється оцінка
| 28.8/36 | Свіжість push — останній push 13 дн. тому |
| 2.8/36 | Ритм комітів — 4/52 тижнів із комітами |
| 16.1/18 | Обсяг комітів — 61 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 61 |
| human_commit_share | 0,934 |
| days_since_last_push | 13 |
| active_weeks_last_year | 4 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 7 релізів |
| 36/36 | Свіжість релізів — останній реліз 13 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~38,4 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 7 |
| latest_release_tag | v0.10.0 |
| releases_from_tags | ні |
| days_since_latest_release | 13 |
| mean_days_between_releases | 38,4 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
35
Популярність і впровадження
21У зоні ризику
Як обчислюється оцінка
| 21.4/60 | Зірки — 22 зірок |
| 0/25 | Форки — 2 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 2 |
| stars | 22 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
50Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| readme_badges | — |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| readme_badge_services | — |
| has_pull_request_template | ні |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
61
Стійкість мейнтейнерів (бас-фактор)
15Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 3.6/22.5 | Розподіл комітів — головний контриб’ютор — автор 84% комітів |
| 2.7/13.5 | Широта контриб’юторів — 2 контриб’юторів |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,842 |
Реактивність на issue та PR
89Відмінний
Як обчислюється оцінка
| 42/42 | Вирішення issue — закрито 100% issue |
| 28.1/30 | Прийняття PR — злито 15/16 вирішених PR |
| 0/13 | Newcomer PR acceptance — за 30 дн. не вирішено жодного PR від новачка |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 4/7 approved changesets -- score normalized to 5 |
Використані вхідні дані
| merged_prs | 15 |
| open_issues | 0 |
| closed_issues | 7 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 1 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Виключено з оцінювання (немає даних або не застосовно): newcomer_pr_acceptance. Залишкові ваги перенормовано.
Власність та опіка
58Помірний
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 12.8/25 | Охоплення власника — 60 підписників у nozomi-koborinai |
| 23.7/25 | Послужний список — 40 публічних репозиторіїв, вік облікового запису ~8 р. |
Використані вхідні дані
| followers | 60 |
| owner_type | User |
| is_verified | — |
| owner_login | nozomi-koborinai |
| public_repos | 40 |
| account_age_days | 2 991 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Винятковий
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у go |
| 35/35 | Свіжість публікацій — остання публікація 15 дн. тому |
| 20/20 | Історія версій — 7 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | github.com/nozomi-koborinai/gcp-cost-mcp-server |
| ecosystems | go |
| any_deprecated | ні |
| min_days_since_publish | 15 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
61
Інженерні практики
68Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
50Помірний
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 0/15 | Сайт документації / домашня сторінка |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 8 тем |
| 0/10 | Wiki |
Використані вхідні дані
| topics | cloud-billing, gcp, genkit, golang, google-cloud, llm-tools, mcp, mcp-server |
| has_wiki | ні |
| homepage | — |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
37
Стан безпеки
37Слабкий
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 4/7 approved changesets -- score normalized to 5 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 13 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,7 |
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Має свідомо малу вагу (4%): агентний інструментарій — реальний сигнал супроводу, але репозиторій без нього все одно може отримати 100/100.
61
Контекст і настанови для агентів
40Слабкий
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 57 з 57 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 12.6/18 | Розгортання однією командою — go.mod (домовленість інструментарію, без раннера задач) |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — Go (статично типізована) |
| 10/10 | Відтворюване середовище — lockfile |
| 6.6/10 | Підтверджена практика роботи з агентами — 2 з останніх 61 комітів створено агентом або з його зазначенням |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | go.sum |
| has_dockerfile | ні |
| typed_language | так |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | 0,033 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Читабельність коду для моделей
100Винятковий
Як обчислюється оцінка
| 45/45 | Типізований код — Go (статично типізована) |
| 55/55 | Керовані розміри файлів — 0/35 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Go |
| largest_source_bytes | 18 802 |
| source_files_sampled | 35 |
| oversized_source_files | 0 |
Ключові факти
22зірок GitHub
2контриб'юторів
61комітів за останні 12 місяців
13днів від останнього пушу
7релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем
Попередження щодо збору даних
- 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
Докладніше
Історія зірок і форків 0 ★ / 2 ⇿
0Зірки
2Форки
1Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 0Мінорні 1Патчі 0
OpenSSF Scorecard 3.7 / 10
3.7сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 4/7 approved changesets -- score normalized to 5 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 25 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 13 existing vulnerabilities detected |
Прямі залежності 4
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| Go | github.com/firebase/genkit/go | v1.2.0 | go.mod |
| Go | github.com/sebdah/goldie/v2 | v2.8.0 | go.mod |
| Go | golang.org/x/net | v0.47.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.30.0 | go.mod |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"cloud-billing",
"gcp",
"genkit",
"golang",
"google-cloud",
"llm-tools",
"mcp",
"mcp-server"
],
"is_fork": false,
"size_kb": 3063,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 223280
},
"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",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "kobofender@gmail.com",
"name": "Nozomi Koborinai",
"type": "User",
"login": "nozomi-koborinai",
"company": null,
"location": "Tokyo, Japan",
"followers": 60,
"avatar_url": "https://avatars.githubusercontent.com/u/39579511?v=4",
"created_at": "2018-05-24T05:08:30Z",
"is_verified": null,
"public_repos": 40,
"account_age_days": 2991
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-19T01:53:49Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-07-17T07:09:51Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-02-22T13:07:01Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2025-12-02T14:42:49Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2025-12-01T03:00:36Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2025-11-30T13:40:38Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2025-11-30T10:30:32Z"
}
],
"recent_commits": [
{
"oid": "5f9d25f11476ebef1917dfab5f5772f9cdbdd909",
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{
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"weight": 0.17,
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"details": [
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"notes": [],
"value": 50,
"inputs": {
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"has_license": true,
"readme_badges": null,
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{
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],
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{
"key": "governance",
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"name": "Sustainability & Governance",
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{
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}
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{
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{
"key": "openssf_scorecard_contributors",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
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"notes": [
{
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"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
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"inputs": {
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}
],
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{
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"code": "decided_prs_merged",
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"decided": 16
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}
],
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{
"key": "newcomer_pr_acceptance",
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{
"key": "openssf_scorecard_code_review",
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"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 58,
"inputs": {
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"components": [
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"key": "ownership_backing",
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"status": "partial",
"details": [
{
"code": "owner_personal",
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}
],
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{
"key": "verified_domain",
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"details": [
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"code": "not_applicable_to_user_accounts",
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],
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{
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"status": "partial",
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{
"code": "owner_followers",
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],
"max_points": 25
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{
"key": "track_record",
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"points": 23.7,
"status": "partial",
"details": [
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},
{
"code": "account_age_years",
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}
],
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"components": [
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"code": "packages_published",
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}
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{
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}
],
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{
"key": "version_history",
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"code": "published_versions",
"params": {
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}
],
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{
"key": "not_deprecated",
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"code": "package_not_deprecated",
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],
"max_points": 20
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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
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"weight": 0.19,
"metrics": [
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"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
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"components": [
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"details": [
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"code": "ci_workflows",
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pre_commit_hooks",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "editorconfig",
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"points": 0,
"status": "missed",
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{
"key": "openssf_scorecard_ci_tests",
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 50,
"inputs": {
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"components": [
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{
"key": "documentation_directory",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "documentation_homepage_site",
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"details": [],
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{
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"key": "wiki",
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"points": 0,
"status": "missed",
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]
}
],
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{
"key": "security",
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"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [],
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"inputs": {
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"components": [
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"status": "met",
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{
"key": "branch_protection",
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{
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{
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{
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{
"key": "contributors",
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"points": 0,
"status": "missed",
"details": [],
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{
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"status": "met",
"details": [],
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{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
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{
"key": "maintained",
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"points": 7.5,
"status": "met",
"details": [],
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{
"key": "packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
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{
"key": "pinned_dependencies",
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"status": "missed",
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{
"key": "sast",
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"status": "missed",
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{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
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{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
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"max_points": 7.5
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{
"key": "vulnerabilities",
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"points": 0,
"status": "missed",
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]
},
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"notes": [
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"code": "jurisdiction_evidence_limits",
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],
"value": 100,
"inputs": {
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"commit_weight_rule": {
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"min_commit_share": 0.1
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"components": [
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"code": "jurisdiction_no_match",
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],
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]
}
],
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{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 61,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
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"note": null,
"notes": [],
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"inputs": {
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"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
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"key": "agent_instructions",
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"status": "missed",
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
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{
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"status": "met",
"details": [
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"code": "legible_history",
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}
],
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]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 62,
"inputs": {
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"has_tests": true,
"lockfiles": [
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"agent_commit_share": 0.033,
"toolchain_manifests": [
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"dependency_bot_commit_share": 0
},
"components": [
{
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"name": "One-command bootstrap",
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"points": 12.6,
"status": "partial",
"details": [
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"code": "toolchain_convention",
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
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"points": 22,
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
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"status": "met",
"details": [
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"code": "statically_typed_language",
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}
],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "2 of the last 61 commits agent-authored or agent-credited",
"points": 6.6,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 2,
"sampled": 61
}
}
],
"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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 18802,
"source_files_sampled": 35,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/35 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 35,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"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": {
"library": 6,
"mcp-server": 4
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
},
{
"tier": "description",
"label": "mcp-server",
"source": "description:mcp-server",
"weight": 2
},
{
"tier": "tags",
"label": "mcp-server",
"source": "tag:mcp-server",
"weight": 2
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"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",
"schema_version": "0.27.0",
"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"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v2.3.1, схема v0.27.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — Go.