Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.23.0 · метрики 1.13.0 · 2026-07-21 19:04 UTC

agentmail-to / agentmail-toolkit

TypeScript · PythonЛіцензію не виявлено★ 84 зірки⑂ 25 форківз бер. 2025 р.Переглянути на GitHub ↗

agentmail-to/agentmail-toolkit має індекс здоров’я 44 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — AI Readiness (58/100), найнижчий — Security (37/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

44
загалом / 100
У зоні ризику

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

44
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

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.

Власність

AgentMailОрганізація
295 підписників31 публічний репозиторійз груд. 2024 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
npmagentmail-toolkit0.5.16 247606 днів томуagentmailtoolkittoolsaivercellangchain
PyPIagentmail-toolkit0.3.0-448 днів тому—

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

46У зоні ризику · 22% загального індексу

Активність розробки

76Добрий
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
12.5/36Ритм комітів — 18/52 тижнів із комітами
18/18Обсяг комітів — 115 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year115
human_commit_share1
days_since_last_push0
active_weeks_last_year18

Дисципліна релізів

1Критичний
Як обчислюється оцінка
0/27Випускає релізи — релізів не опубліковано
0/36Свіжість релізів — релізів немає
0/27Ритм релізів — релізів немає
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count0
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

42У зоні ризику · 18% загального індексу

Популярність і впровадження

43У зоні ризику
Як обчислюється оцінка
31.1/60Зірки — 84 зірок
11.5/25Форки — 25 форків
0/15Спостерігачі — 2 спостерігачів
Використані вхідні дані
forks25
stars84
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

Здоров'я спільноти

25Критичний
Як обчислюється оцінка
22.5/22.5README
0/22.5Ліцензія — файлу ліцензії не виявлено
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseні
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Впровадження в екосистемі (завантаження)

63Помірний
Як обчислюється оцінка
50.6/80Щомісячні завантаження — 6 247 завантажень/місяць у npm, pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesagentmail-toolkit, agentmail-toolkit
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads6 247
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

51Помірний · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

25Критичний
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
7.9/22.5Розподіл комітів — головний контриб’ютор — автор 65% комітів
8.1/13.5Широта контриб’юторів — 6 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled6
top_contributor_share0,648

Реактивність на issue та PR

33У зоні ризику
Як обчислюється оцінка
7.8/46.8Вирішення issue — закрито 17% issue
22/38.3Прийняття PR — злито 19/33 вирішених PR
3/15OpenSSF Scorecard: Code-Review — Found 1/4 approved changesets -- score normalized to 2
Використані вхідні дані
merged_prs19
open_issues5
closed_issues1
issue_closed_ratio0,167
closed_unmerged_prs14

Власність та опіка

62Помірний
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
17.8/25Охоплення власника — 295 підписників у agentmail-to
14.1/25Послужний список — 31 публічних репозиторіїв, вік облікового запису ~1 р.
Використані вхідні дані
followers295
owner_typeOrganization
is_verified—
owner_loginagentmail-to
public_repos31
account_age_days575

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у npm, pypi
35/35Свіжість публікацій — остання публікація 6 дн. тому
20/20Історія версій — 60 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesagentmail-toolkit, agentmail-toolkit
ecosystemsnpm, pypi
any_deprecatedні
min_days_since_publish6

Інженерна якість

Чи наявні базові інженерні практики та документація?

40У зоні ризику · 20% загального індексу

Інженерні практики

40У зоні ризику
Як обчислюється оцінка
0/24Процеси CI
24/24Наявні тести
16/16Конфігурація лінтера — eslint.config.mjs
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
Використані вхідні дані
has_ciні
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

40У зоні ризику
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
0/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics—
has_wikiтак
homepage—
has_readmeтак
has_docs_dirні
has_descriptionні

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

37У зоні ризику · 16% загального індексу

Стан безпеки

29Критичний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 1/4 approved changesets -- score normalized to 2
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflow — немає даних
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5Ліцензія — license file not detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
0/5Pinned-Dependencies — немає даних
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 — немає даних
0/7.5Token-Permissions — немає даних
0/7.5Vulnerabilities — 251 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate2,9
Виключено з оцінювання (немає даних або не застосовно): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Залишкові ваги перенормовано.

Сповіщення про залежності

67Помірний
Як обчислюється оцінка
15.5/35Прямі залежності без відомих сповіщень — уражено 2: langchain 1.1.0 (moderate 5.5), pymupdf 1.26.6 (moderate 6.2)
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
34.6/40Немає задавнених сповіщень — 1 пакет(ів) зі сповіщеннями без реакції понад 90 дн.; найдавніше опубліковано 124 дн. тому
Використані вхідні дані
sourceosv
advisories359
affected_packages73
assessed_packages1 101
unassessed_packages9
affected_by_severitycritical 8, high 30, moderate 13, low 3, unknown 19
direct_affected_packages2
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 1101 резолвлених залежностей із OSV. 9 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

58Помірний · 0% загального індексу

Контекст і настанови для агентів

28Критичний
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
27.7/40Читабельна історія комітів — намір зазначено у 52 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,52
agent_instruction_files—
agent_instruction_max_bytes—

Цикл верифікації (збірка / тести / перевірка типів)

71Добрий
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — eslint.config.mjs
11/11Статична перевірка типів — node/tsconfig.json, python/src/agentmail_toolkit/py.typed
10/10Відтворюване середовище — lockfile
10/10Підтверджена практика роботи з агентами — 37 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — немає даних
Використані вхідні дані
has_nixні
has_testsтак
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileні
typed_languageтак
bootstrap_files—
has_devcontainerні
has_linter_configтак
typecheck_configsnode/tsconfig.json, python/src/agentmail_toolkit/py.typed
agent_commit_share0,37
toolchain_manifests—
dependency_bot_commit_share0
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Pinned-Dependencies. Залишкові ваги перенормовано.

Читабельність коду для моделей

100Відмінний
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
55/55Керовані розміри файлів — 0/36 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes15 818
source_files_sampled36
oversized_source_files0

Машиночитні інтерфейси

40У зоні ризику
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files—

Ключові факти

84зірок GitHub
6контриб'юторів
115комітів за останні 12 місяців
0днів від останнього пушу
0релізів
1бас-фактор
5відкритих issue
npm, PyPIпакетних екосистем

Попередження щодо збору даних

  • deps.dev does not index npm:agentmail-toolkit@0.5.1; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 266 advisories (lookup cap); the remainder are reported as unknown severity

Докладніше

Історія зірок і форків 84 ★ / 25 ⇿
84Зірки
25Форки

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.

020406080100842532025-042025-112026-07

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 2.9 / 10
2.9сукупно

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).Scorecard v5.5.0 · 2026-07-21 19:04 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 1/4 approved changesets -- score normalized to 2
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
н/дDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
н/дPinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
н/дToken-PermissionsNo tokens found
0Vulnerabilities251 existing vulnerabilities detected
Прямі залежності 12
РеєстрПакетОбмеження версіїМаніфест
npmagentmail^0.5.11node/package.json
npmjszip^3.10.1node/package.json
npmunpdf^1.4.0node/package.json
npmzod^4.1.13node/package.json
PyPIagentmail>=0.4.10python/pyproject.toml
PyPIfiletype>=1.2.0python/pyproject.toml
PyPIlangchain>=1.1.0python/pyproject.toml
PyPIlivekit-agents>=1.3.5python/pyproject.toml
PyPIopenai-agents>=0.6.1python/pyproject.toml
PyPIpydantic>=2.12.5python/pyproject.toml
PyPIpymupdf>=1.26.6python/pyproject.toml
PyPIpython-docx>=1.2.0python/pyproject.toml
Усі залежності 1 110

Повний розв'язаний набір залежностей із графа залежностей GitHub: 15 прямих і 1 095 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
npmagentmail0.5.11пряма
npmjszip3.10.1пряма
npmunpdf1.4.0пряма
npmzod3.25.76пряма
npmzod4.2.1пряма
npmzod4.3.6пряма
PyPIagentmail—пряма
PyPIagentmail0.4.10пряма
PyPIfiletype1.2.0пряма
PyPIlangchain1.1.0пряма
PyPIlivekit-agents1.3.5пряма
PyPIopenai-agents0.6.1пряма
PyPIpydantic2.12.5пряма
PyPIpymupdf1.26.6пряма
PyPIpython-docx1.2.0пряма
npm@agentclientprotocol/sdk0.13.1непряма
npm@ai-sdk/gateway3.0.148непряма
npm@ai-sdk/openai3.0.84непряма
npm@ai-sdk/provider3.0.14непряма
npm@ai-sdk/provider-utils4.0.38непряма
npm@anthropic-ai/sdk0.71.2непряма
npm@aws-crypto/crc325.2.0непряма
npm@aws-crypto/sha256-browser5.2.0непряма
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npmsetprototypeof1.2.0непряма
npmsharp0.34.5непряма
npmshebang-command2.0.0непряма
npmshebang-regex3.0.0непряма
npmside-channel1.1.0непряма
npmside-channel-list1.0.0непряма
npmside-channel-map1.0.1непряма
npmside-channel-weakmap1.0.2непряма
npmsiginfo2.0.0непряма
npmsignal-exit3.0.7непряма
npmsignal-exit4.1.0непряма
npmsimple-git3.30.0непряма
npmsimple-wcswidth1.1.2непряма
npmsisteransi1.0.5непряма
npmsleep-promise9.1.0непряма
npmslice-ansi7.1.2непряма
npmsmart-buffer4.2.0непряма
npmsocks2.8.7непряма
npmsocks-proxy-agent8.0.5непряма
npmsonic-boom4.2.0непряма
npmsource-map0.6.1непряма
npmsource-map0.7.6непряма
npmsource-map-js1.2.1непряма
npmsource-map-support0.5.21непряма
npmsplit24.2.0непряма
npmsqlite-vec0.1.7-alpha.2непряма
npmsqlite-vec-darwin-arm640.1.7-alpha.2непряма
npmsqlite-vec-darwin-x640.1.7-alpha.2непряма
npmsqlite-vec-linux-arm640.1.7-alpha.2непряма
npmsqlite-vec-linux-x640.1.7-alpha.2непряма
npmsqlite-vec-windows-x640.1.7-alpha.2непряма
npmstackback0.0.2непряма
npmstatuses2.0.2непряма
npmstd-env3.10.0непряма
npmstd-env4.2.0непряма
npmstdin-discarder0.2.2непряма
npmstdout-update4.0.1непряма
npmsteno4.0.2непряма
npmstring-width4.2.3непряма
npmstring-width5.1.2непряма
npmstring-width7.2.0непряма
npmstring_decoder1.1.1непряма
npmstrip-ansi6.0.1непряма
npmstrip-ansi7.1.2непряма
npmstrip-json-comments2.0.1непряма
npmstrip-json-comments3.1.1непряма
npmstrnum2.1.2непряма
npmstrtok310.3.4непряма
npmsucrase3.35.1непряма
npmsupports-color7.2.0непряма
npmtar6.2.1непряма
npmtar7.5.4непряма
npmthenify3.3.1непряма
npmthenify-all1.6.0непряма
npmthread-stream3.1.0непряма
npmtinybench2.9.0непряма
npmtinyexec0.3.2непряма
npmtinyexec1.2.4непряма
npmtinyglobby0.2.15непряма
npmtinyglobby0.2.17непряма
npmtinyrainbow3.1.0непряма
npmtoad-cache3.7.0непряма
npmtoidentifier1.0.1непряма
npmtoken-types6.1.2непряма
npmtr460.0.3непряма
npmtree-kill1.2.2непряма
npmts-algebra2.0.0непряма
npmts-api-utils2.1.0непряма
npmts-interface-checker0.1.13непряма
npmtslib2.8.1непряма
npmtslog4.10.2непряма
npmtsscmp1.0.6непряма
npmtsup8.5.1непряма
npmtype-check0.4.0непряма
npmtype-is2.0.1непряма
npmtypescript5.9.3непряма
npmtypescript-eslint8.50.0непряма
npmuc.micro2.1.0непряма
npmufo1.6.1непряма
npmuhyphen0.2.0непряма
npmuint8array-extras1.5.0непряма
npmundici7.19.1непряма
npmundici-types7.16.0непряма
npmuniversal-github-app-jwt2.2.2непряма
npmuniversal-user-agent7.0.3непряма
npmuniversalify2.0.1непряма
npmunpipe1.0.0непряма
npmuri-js4.4.1непряма
npmurl-join4.0.1непряма
npmutil-deprecate1.0.2непряма
npmuuid10.0.0непряма
npmuuid9.0.1непряма
npmvalidate-npm-package-name6.0.2непряма
npmvary1.1.2непряма
npmvite8.1.4непряма
npmvitest4.1.10непряма
npmweb-streams-polyfill3.3.3непряма
npmwebidl-conversions3.0.1непряма
npmwhatwg-url5.0.0непряма
npmwhich2.0.2непряма
npmwhich5.0.0непряма
npmwhy-is-node-running2.3.0непряма
npmwide-align1.1.5непряма
npmwin-guid0.2.0непряма
npmword-wrap1.2.5непряма
npmwrap-ansi7.0.0непряма
npmwrap-ansi8.1.0непряма
npmwrappy1.0.2непряма
npmws8.19.0непряма
npmws8.21.0непряма
npmy18n5.0.8непряма
npmyallist4.0.0непряма
npmyallist5.0.0непряма
npmyaml2.8.2непряма
npmyargs16.2.0непряма
npmyargs17.7.2непряма
npmyargs-parser20.2.9непряма
npmyargs-parser21.1.1непряма
npmyocto-queue0.1.0непряма
npmyoctocolors2.1.2непряма
npmzod-to-json-schema3.25.1непряма
PyPIagentmail-toolkit—непряма
PyPIagentmail-toolkit0.3.0непряма
PyPIagentmail-toolkit-examples0.1.0непряма
PyPIaiofiles25.1.0непряма
PyPIaiohappyeyeballs2.6.1непряма
PyPIaiohttp3.13.2непряма
PyPIaiosignal1.4.0непряма
PyPIannotated-types0.7.0непряма
PyPIanyio4.9.0непряма
PyPIattrs25.4.0непряма
PyPIav16.0.1непряма
PyPIbackports-tarfile1.2.0непряма
PyPIbuild1.2.2.post1непряма
PyPIcertifi2025.11.12непряма
PyPIcffi1.17.1непряма
PyPIcharset-normalizer3.4.2непряма
PyPIclick8.2.1непряма
PyPIcolorama0.4.6непряма
PyPIcryptography45.0.4непряма
PyPIdistro1.9.0непряма
PyPIdocstring-parser0.17.0непряма
PyPIdocutils0.21.2непряма
PyPIeval-type-backport0.3.0непряма
PyPIfastmcp—непряма
PyPIfrozenlist1.8.0непряма
PyPIgoogleapis-common-protos1.72.0непряма
PyPIgriffe1.15.0непряма
PyPIgrpcio1.76.0непряма
PyPIh110.16.0непряма
PyPIhttpcore1.0.9непряма
PyPIhttpx—непряма
PyPIhttpx0.28.1непряма
PyPIhttpx-sse0.4.3непряма
PyPIid1.5.0непряма
PyPIidna3.10непряма
PyPIimportlib-metadata8.7.0непряма
PyPIiniconfig2.3.0непряма
PyPIjaraco-classes3.4.0непряма
PyPIjaraco-context6.0.1непряма
PyPIjaraco-functools4.1.0непряма
PyPIjeepney0.9.0непряма
PyPIjiter0.10.0непряма
PyPIjsonpatch1.33непряма
PyPIjsonpointer3.0.0непряма
PyPIjsonschema4.25.1непряма
PyPIjsonschema-specifications2025.9.1непряма
PyPIkeyring25.6.0непряма
PyPIlangchain-core1.1.0непряма
PyPIlangchain-openai—непряма
PyPIlangchain-openai1.1.0непряма
PyPIlanggraph1.0.4непряма
PyPIlanggraph-checkpoint3.0.1непряма
PyPIlanggraph-prebuilt1.0.5непряма
PyPIlanggraph-sdk0.2.10непряма
PyPIlangsmith0.3.45непряма
PyPIlivekit1.0.19непряма
PyPIlivekit-api1.0.7непряма
PyPIlivekit-blingfire1.0.0непряма
PyPIlivekit-protocol1.1.0непряма
PyPIlxml6.0.2непряма
PyPImarkdown-it-py3.0.0непряма
PyPImcp—непряма
PyPImcp1.22.0непряма
PyPImdurl0.1.2непряма
PyPImore-itertools10.7.0непряма
PyPImultidict6.7.0непряма
PyPInest-asyncio1.6.0непряма
PyPInh30.2.21непряма
PyPInumpy2.3.5непряма
PyPIopenai2.8.1непряма
PyPIopentelemetry-api1.38.0непряма
PyPIopentelemetry-exporter-otlp1.38.0непряма
PyPIopentelemetry-exporter-otlp-proto-common1.38.0непряма
PyPIopentelemetry-exporter-otlp-proto-grpc1.38.0непряма
PyPIopentelemetry-exporter-otlp-proto-http1.38.0непряма
PyPIopentelemetry-proto1.38.0непряма
PyPIopentelemetry-sdk1.38.0непряма
PyPIopentelemetry-semantic-conventions0.59b0непряма
PyPIorjson3.10.18непряма
PyPIormsgpack1.12.0непряма
PyPIpackaging24.2непряма
PyPIpluggy1.6.0непряма
PyPIprometheus-client0.23.1непряма
PyPIpropcache0.4.1непряма
PyPIprotobuf6.33.1непряма
PyPIpsutil7.1.3непряма
PyPIpycparser2.22непряма
PyPIpydantic-core2.41.5непряма
PyPIpydantic-settings2.12.0непряма
PyPIpygments2.19.1непряма
PyPIpyjwt2.10.1непряма
PyPIpyproject-hooks1.2.0непряма
PyPIpytest9.1.1непряма
PyPIpython-dotenv—непряма
PyPIpython-dotenv1.2.1непряма
PyPIpython-multipart0.0.20непряма
PyPIpywin32311непряма
PyPIpywin32-ctypes0.2.3непряма
PyPIpyyaml6.0.2непряма
PyPIreadme-renderer44.0непряма
PyPIreferencing0.37.0непряма
PyPIregex2024.11.6непряма
PyPIrequests2.32.4непряма
PyPIrequests-toolbelt1.0.0непряма
PyPIrfc39862.0.0непряма
PyPIrich14.0.0непряма
PyPIrpds-py0.29.0непряма
PyPIsecretstorage3.3.3непряма
PyPIshellingham1.5.4непряма
PyPIsniffio1.3.1непряма
PyPIsounddevice0.5.3непряма
PyPIsse-starlette3.0.3непряма
PyPIstarlette0.50.0непряма
PyPItenacity9.1.2непряма
PyPItiktoken0.9.0непряма
PyPItqdm4.67.1непряма
PyPItwine6.1.0непряма
PyPItyper0.20.0непряма
PyPItypes-protobuf6.32.1.20251105непряма
PyPItypes-requests2.32.4.20250913непряма
PyPItyping-extensions4.15.0непряма
PyPItyping-inspection0.4.2непряма
PyPIurllib32.4.0непряма
PyPIuvicorn0.38.0непряма
PyPIwatchfiles1.1.1непряма
PyPIwebsockets16.0непряма
PyPIxxhash3.5.0непряма
PyPIyarl1.22.0непряма
PyPIzipp3.23.0непряма
PyPIzstandard0.23.0непряма
Сповіщення про залежності 73

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 1 101 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 73 мають відомі сповіщення, з них 2 прямі. 9 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
@whiskeysockets/baileys7.0.0-rc.9непрямакритична17.0.0-rc12
basic-ftp5.1.0непрямакритична45.3.1
clawdbot2026.1.24-3непрямакритична112026.2.14
fast-xml-parser5.2.5непрямакритична75.7.0
flatted3.3.3непрямакритична23.4.2
protobufjs7.5.4непрямакритична128.6.6
rollup4.53.5непрямакритична14.59.0
simple-git3.30.0непрямакритична33.36.0
@hono/node-server1.19.7непрямависока32.0.5
@hono/node-server1.19.9непрямависока32.0.5
@isaacs/brace-expansion5.0.0непрямависока15.0.1
@langchain/core1.1.7непрямависока11.2.3
@modelcontextprotocol/sdk1.25.1непрямависока21.26.0
axios1.13.3непрямависока291.18.0
brace-expansion1.1.12непрямависока25.0.7
brace-expansion2.0.2непрямависока25.0.7
click8.2.1непрямависока18.3.3
fast-uri3.1.0непрямависока23.1.2
form-data4.0.5непрямависока14.0.6
hono4.11.4непрямависока314.12.27
js-yaml4.1.1непрямависока24.3.0
langchain1.2.2непрямависока11.2.3
langsmith0.4.0непрямависока41.0.7
langsmith0.3.45непрямависока51.0.7
linkify-it5.0.0непрямависока15.0.1
minimatch10.1.1непрямависока310.2.3
minimatch3.1.2непрямависока310.2.3
minimatch9.0.5непрямависока310.2.3
music-metadata11.11.0непрямависока111.12.3
path-to-regexp8.3.0непрямависока28.4.0
picomatch4.0.3непрямависока24.0.4
tar6.2.1непрямависока117.5.19
tar7.5.4непрямависока97.5.19
undici7.19.1непрямависока118.5.0
urllib32.4.0непрямависока122.7.0
uuid10.0.0непрямависока113.0.1
uuid9.0.1непрямависока113.0.1
ws8.19.0непрямависока28.21.0
langchain1.1.0прямапомірна21.4.6
pymupdf1.26.6прямапомірна21.26.7
@protobufjs/utf81.1.0непрямапомірна18.0.2
ajv6.12.6непрямапомірна18.18.0
ajv8.17.1непрямапомірна18.18.0
file-type21.3.0непрямапомірна221.3.2
follow-redirects1.15.11непрямапомірна11.16.0
ip-address10.1.0непрямапомірна110.1.1
markdown-it14.1.0непрямапомірна214.2.0
protobufjs7.6.3непрямапомірна18.6.6
qs6.14.0непрямапомірна36.15.2
qs6.14.1непрямапомірна26.15.2
yaml2.8.2непрямапомірна12.8.3
@mariozechner/pi-coding-agent0.49.3непряманизька20.78.1
body-parser2.2.2непряманизька12.3.0
pygments2.19.1непряманизька22.20.0
aiohttp3.13.2непряманевідома58—
cryptography45.0.4непряманевідома7—
idna3.10непряманевідома2—
jaraco-context6.0.1непряманевідома2—
langchain-core1.1.0непряманевідома10—
langchain-openai1.1.0непряманевідома2—
langgraph1.0.4непряманевідома2—
langgraph-checkpoint3.0.1непряманевідома4—
langgraph-sdk0.2.10непряманевідома2—
lxml6.0.2непряманевідома2—
mcp1.22.0непряманевідома4—
orjson3.10.18непряманевідома2—
protobuf6.33.1непряманевідома2—
pydantic-settings2.12.0непряманевідома1—
pyjwt2.10.1непряманевідома13—
python-dotenv1.2.1непряманевідома2—
python-multipart0.0.20непряманевідома14—
requests2.32.4непряманевідома2—
starlette0.50.0непряманевідома10—

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
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      "is_fork": false,
      "size_kb": 930,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 39157,
        "JavaScript": 609,
        "TypeScript": 99043
      },
      "pushed_at": "2026-07-21T18:37:26Z",
      "created_at": "2025-03-11T22:51:25Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T18:37:56Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": null,
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript",
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "AgentMail",
      "type": "Organization",
      "login": "agentmail-to",
      "company": null,
      "location": null,
      "followers": 295,
      "avatar_url": "https://avatars.githubusercontent.com/u/192555352?v=4",
      "created_at": "2024-12-23T01:05:42Z",
      "is_verified": null,
      "public_repos": 31,
      "account_age_days": 575
    },
    "license": {
      "state": "absent",
      "spdx_id": null,
      "raw_spdx": null,
      "file_present": false,
      "scorecard_found": false,
      "profile_has_license": false
    },
    "activity": {
      "releases": [],
      "recent_commits": [
        {
          "oid": "f794bc9cddb71fb59c3a27d4d8b1a8551dc2d50a",
          "body": "feat(node): AgentMailToolkit.invoke for per-call client injection (mcp)",
          "is_bot": false,
          "headline": "Merge pull request #45 from agentmail-to/feat/mcp-invoke-per-call-client",
          "author_name": "Shangran Du",
          "author_login": "duharry0915",
          "committed_at": "2026-07-21T18:37:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c94d5ce501463a6112b11897828d3110f6d18d0c",
          "body": "… (mcp)\n\nThe MCP AgentMailToolkit binds a client at construction, so a host that\nserves many users had to build a fresh toolkit per request AND again per\ntool call to run a call under a per-request client. Under long-lived /\nstreaming connections that retains a per-call object graph and drives\nheap \n[…]\nd backward-compatible: getTools()/callback are\nunchanged. Adds tests for per-call client selection, unknown-tool\nhandling, and error surfacing.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(node): add AgentMailToolkit.invoke for per-call client injection…",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
          "committed_at": "2026-07-21T18:24:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3516bae169d341848e72032d6d1d9f11dd843727",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump versions to 0.5.1 (node) and 0.3.1 (python)",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-14T19:31:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7251f8ccadd58ba7a14e92eb64a2dcf77a9829ba",
          "body": "fix(schemas): specify attachment content/url exclusivity and replyAll interaction",
          "is_bot": false,
          "headline": "Merge pull request #44 from agentmail-to/fix/openai-unclear-arguments",
          "author_name": "SanjithSambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-14T19:27:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fae5f54a5a738202a3e0c7dca63fb3ca6a1c4d3",
          "body": "… interaction\n\nOpenAI's MCP review flagged send/reply/forward for unclear arguments:\nattachment items allowed both content and url with no stated relationship,\nand replyAll vs to/cc/bcc overrides was unspecified. Document what the API\nalready enforces (SendAttachmentSchema and ReplyMessageSchema refines):\nexactly one of content or url, and replyAll mutually exclusive with\nrecipient overrides (default reply goes to the original sender).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(schemas): specify attachment content/url exclusivity and replyAll…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-14T19:02:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "705559b520d3ac09412df48699089de51dc5013e",
          "body": "MCP structured output, explicit annotations, native error semantics, attachment hardening, test suites",
          "is_bot": false,
          "headline": "Merge pull request #43 from agentmail-to/feat/audit-node",
          "author_name": "SanjithSambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-13T03:42:32Z",
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          "oid": "b9a57b6ee5397e40a1fcc76a52fb1ba76a7933c9",
          "body": "…hoices, not API-derived\n\nUnlike the size caps (which mirror the API's RESPONSE_SIZE_LIMIT), the fetch and\nextraction timeouts have no enforced upstream constant to derive from - only this\nsurface can bound how long it waits. Documenting the distinction so the value\nreads as judgment, not an unsourced arbitrary number.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(node): note the attachment timeouts are deliberate client-side c…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-13T02:56:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2b59e8c139bf8cf4a1dd451643137fe4e27dc1be",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'feat/audit-python' into feat/audit-node",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-13T02:53:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7af9a8dcd2383cd436fb28ede51762ecb542b14",
          "body": "…IZE_LIMIT\n\nReplace the invented 25MB cap with the AgentMail API's own enforced content\nceiling (RESPONSE_SIZE_LIMIT = 5.95MB, agentmail-api utils/limits.ts) - the size\nabove which the API stops inlining content and returns a URL instead.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): derive attachment cap from the API's enforced RESPONSE_S…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-13T02:53:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0b439b7aa26ba2da94253a01b576cfc6abf03990",
          "body": "…ZE_LIMIT\n\nReplace the invented 25MB download / 500K-char extraction caps with the\nAgentMail API's own enforced content ceiling (RESPONSE_SIZE_LIMIT = 5.95MB in\nagentmail-api/src/agentmail/utils/limits.ts). The API inlines extracted message\ncontent only up to that size and otherwise returns a URL (g\n[…]\n\ntoolkit inlines extracted attachment text into a tool result, the same payload\nclass, so it uses the same ceiling rather than an arbitrary one.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): derive attachment caps from the API's enforced RESPONSE_SI…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-13T02:53:08Z",
          "body_truncated": true,
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          "oid": "4609981a8f6ed77b3b900239dd5fb858cbf20b20",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'feat/audit-python' into feat/audit-node",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-11T01:46:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c331ec43e4158f23b5d1ba623c4985797aa9a0c",
          "body": "…p to 0.3.0\n\n- api_error_message caps returned text at 500 chars, mirroring node's\n  MAX_ERROR_BODY_LENGTH (an unbounded validation-errors body was raised\n  verbatim to every adapter's caller)\n- attachment downloads use a no-redirect opener so a redirect cannot\n  downgrade the https-only check\n- ver\n[…]\n2.7 -> 0.3.0: adapters now raise on failure instead of\n  returning error values, matching the node 0.5.0 bump\n(H3/M1/M2 from adversarial review)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): bound API error messages, refuse download redirects, bum…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T23:23:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b3c9f05faa9d2ecc1a2cd242e8b1adf0c520fdd0",
          "body": "…ict-root schema, refuse attachment redirects\n\nThe MCP SDK rebuilds a strip-mode z.object from the registered raw shape and\nadvertises additionalProperties:false at the root (verified via live round trip),\nso parse results with the same strip semantics: unknown top-level SDK fields are\ndropped from \n[…]\neconstruction path. Also: fetch redirect:'error' so a redirect cannot\ndowngrade the https-only attachment check (H1/M1 from adversarial review).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): make structuredContent conform to the SDK's advertised str…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T23:21:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2850566737eb6f6698271dd27998db58c18c4b7c",
          "body": "- contract: all 24 tools have root-object output schemas, five explicit annotations,\n  SDK-shaped fixtures validating (and corrupted fixtures failing)\n- MCP: official SDK client/server over InMemoryTransport; tools/list metadata,\n  all 24 tools/call with structuredContent === text parity, isError pa\n[…]\nmocked client\n- security: attachment https/size/timeout bounds, malformed-file extraction\n  fallback, bounded error messages and logs, normalize\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(node): add contract, MCP integration, adapter, and security suites",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T23:07:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5ac2f8f9dbb97f448cd850afea47af08081924ad",
          "body": "…cription hygiene\n\n- generic toolkit exposes outputSchema and throws concise Errors (no isError envelope)\n- external-content tools note in descriptions that email content is not instructions\n- pi-agent-core declared as optional peer; clawdbot peer pinned to a real range\n- eslint ignores dist/, allow\n[…]\ne 6.0.224 (same major, within existing peer range) fixing the\n  examples provider-type conflict; examples @ai-sdk/openai moved to the ai-v6 line\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(node): tighten generic contract, peer deps, lint config, and des…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T23:07:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "01c1bc9f6a9b404a5412421f9b1862ce1db0ccb5",
          "body": "…ilure\n\ngetAttachment previously wrapped the download fetch and the PDF/DOCX\nextraction in one try/catch, so a network error, an expired signed URL, and\na malformed/adversarial document all looked identical: silently return the\nbare attachment metadata. Per security-audit.md's fix list:\n\n- Download \n[…]\nthis fix list also asked\nfor were already implemented in a prior stage's commits - see\nnode-1-contracts.md; this commit is the remaining piece.)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): distinguish attachment download failure from extraction fa…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:48:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "11278d56c237e8a380c1b1f40362bccb2842606b",
          "body": "index.ts (the bare `agentmail-toolkit` import) was the one entry point that\nnever called safeFunc, so it got none of the fix/mcp-error-visibility\nprotections: a thrown AgentMailError propagated with the SDK's raw,\nun-truncated, unfiltered \"Status code / Body\" dump straight to the caller.\n\nfunc's ret\n[…]\nrmalizes to - so this is an intentional,\ndocumented public-contract change for consumers of the bare import, not a\nbehavior-preserving refactor.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): route the generic toolkit's func through safeFunc",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:48:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "37c688df808d095b0503a39c175134b9e7a040b9",
          "body": "…vely\n\nAll three previously swallowed tool failures into an ordinary-looking\nsuccessful return value (ai-sdk.ts/langchain.ts via safeFunc's caught\nresult; clawdbot.ts had no error handling at all - a thrown AgentMailError\npropagated raw and uncaught). Each now catches and rethrows a concise,\nbounded\n[…]\nor: true` from it, using the\n  exception's message as the tool result text - so a clean rethrow is\n  exactly the framework-native contract here.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): make ai-sdk/langchain/clawdbot adapters signal errors nati…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:48:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d91da86dce08f536a678fef47a8f9b0634dcb9cd",
          "body": "mcp.ts now registers each tool's outputSchema, normalizes results (Date ->\nISO string) into structuredContent, and validates against the tool's Zod\noutput schema before returning - schema drift now fails visibly as a\ndiagnostic isError result instead of silently shipping malformed structured\ncontent\n[…]\nruncateForLog` (previously only string bodies\nwere truncated at the call site; object bodies like ValidationErrorResponse\nnow get the same cap).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(node): wire outputSchema/structuredContent into the MCP binding",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:48:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5c487e0eb84aff5c5bfcb23b5db785cd38ed515a",
          "body": "…ecurity semantics\n\nAdds pytest (uv dev group) and 30 tests across three files, all against a\nmocked AgentMail client — no network calls:\n\n- test_functions.py: SDK call shape for every tool function, with explicit\n  coverage of F1 (create_inbox builds CreateInboxRequest and passes it as\n  request=) \n[…]\nins\npy.typed + all modules, imports cleanly from a fresh venv); README documents\neach adapter's error type and get_attachment's download bounds.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(python): add pytest suite covering audit fixes; document error/s…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:44:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2fbd04e98959d13103ba2bab5b3338022a41e3cc",
          "body": "tool()'s functional factory doesn't accept handle_tool_error as a kwarg on\nthe installed langchain==1.1.0 (it's a BaseTool field, set post-construction)\n— AgentMailToolkit() raised TypeError building its very first tool. Found\nwhile writing adapter tests for the langchain error-signaling fix from the\nprior commit; set the field on the built tool instead of passing it to the\nfactory.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): langchain adapter crashed on construction, every tool build",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:44:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f10d6b13118784a5807dc299a49e733cfe1ecbfa",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(node): bump package version to 0.5.0",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:38:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d5e216dfd1eb3abed38ec808a46cc64a1377e4d9",
          "body": "This is a server-side Node.js package; browser globals (window, document) were\nbeing treated as available while Node globals (process, Buffer) weren't\npre-declared (node-audit.md §9.7).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): use node globals in eslint config, not browser",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:38:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a900572c291a48b303b710d396a3ce2a2cf0817a",
          "body": "Preserve unrecognized fields the SDK adds in the future instead of silently\nstripping them from validated structured content.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(node): use z.looseObject for output schemas",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:38:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "757fbcd774548660f9ace3eb170c46b8c8a9c17d",
          "body": "…ailures\n\nget_attachment previously fetched and buffered an attachment of any size with no\ncap, and a bare `catch {}` made a blocked fetch, expired URL, or malformed\nPDF/DOCX indistinguishable from \"not extractable\" (node-audit.md §9.2/§9.3).\n\n- Skip extraction for non-https download URLs, attachmen\n[…]\nding logged error bodies the same way whether\n  they're strings or parsed JSON objects (continuing ce30e5d, which only\n  bounded string bodies).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): bound attachment extraction (size/timeout/https) and log f…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:38:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2e7b36faea17880ddf6492798d70d2bcb57553ee",
          "body": "…Tool contract\n\n- Add src/output-schemas.ts: shared Zod output schemas (Inbox, Thread/ThreadItem,\n  Message/MessageItem, Draft/DraftItem, AttachmentResponse, pagination envelope,\n  send-result, Identity, void-result) derived from the installed agentmail SDK\n  (0.5.11) .d.ts response types. Dates are\n[…]\na.\n- mcp.ts: consume the canonical tool.title/tool.annotations instead of\n  re-deriving a title string that duplicated the new Tool.title field.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(node): add output schemas and full annotations to the canonical …",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:35:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d21f89d18f5b8faaad333a2bf3bc6dc69c22ec72",
          "body": "…se bodies\n\napiErrorMessage only handled {message|detail|error} bodies and never bounded the\ntext it returns to callers (only ce30e5d's log-line truncation was bounded, and\nonly for string bodies). Add a concise, bounded message path for the\nValidationErrorResponse shape ({name, errors}, no top-leve\n[…]\n`normalize()`, a small JSON-safety helper (Date -> ISO string, undefined\nstripped) for checking tool results against the new Zod output schemas.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): bound apiErrorMessage output, handle ValidationErrorRespon…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:34:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0cbf7067c1021be90595ba7f480fab1e57919af4",
          "body": "…entDisposition\n\nschemas.ts's AttachmentSchema used content_id (snake_case), but the SDK's outbound\nserializer expects contentId (camelCase) and silently strips unrecognized keys, so\ninline-attachment Content-ID references were dropped before ever reaching the API\n(broken cid: image references, no error). Also add the missing contentType/\ncontentDisposition fields the SDK's SendAttachment type supports.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(node): correct attachment content_id casing, add contentType/cont…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:34:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "acd694d060bddcc291621c798119005463ae4e60",
          "body": "… AI SDK support\n\n- toolkit.py: type _tools as Optional[Dict[str, T]] instead of\n  Dict[str, T] = None, matching its actual runtime behavior (harmless today\n  since __init__ always overwrites it before use, but incorrect for static\n  type checkers and readers).\n- README.md: stop claiming MCP and Ver\n[…]\nther exists\n  in this package (only openai.py, langchain.py, livekit.py); that sentence\n  was copied from the Node README without being adapted.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): fix _tools type-hint lie, README overclaiming MCP/Vercel…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:32:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "588b8b333c56e68b608d48d7c84407953951d1b2",
          "body": "…stop blocking the event loop\n\nAll three adapters previously caught every exception and returned it as an\nordinary \"successful\" value (a bare string in openai.py, a ToolError\nPydantic object in langchain.py), making a failed AgentMail API call\nindistinguishable from a real result to the calling agen\n[…]\nnt's blocking download +\n  PDF/DOCX parsing). This also lets livekit's status-update task actually\n  get a chance to run before being cancelled.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): surface tool errors natively in each framework adapter, …",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:31:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fb3a6b1f89945099814f7c3b5c37087d77ae28ba",
          "body": "…inbox, harden attachment download\n\n- create_inbox: the pinned agentmail==0.4.10 SDK requires\n  inboxes.create(request=CreateInboxRequest(...)), not flat kwargs. The old\n  call raised TypeError on any non-empty call, i.e. every real use of the\n  tool.\n- get_attachment: use the inbox-scoped client.in\n[…]\nwned kwargs\n  dict via .pop(); operate on a local copy instead, since livekit.py passes\n  its raw framework dict through with no defensive copy.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): fix create_inbox TypeError, scope get_attachment to its …",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:31:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "67278a25e5e643eb660df414234e1d22c95b6219",
          "body": "…ntic v2\n\nPydantic v2 requires an explicit default=None (not just Optional[X] typing)\nor the field is mandatory both for direct construction and in the generated\nJSON Schema's \"required\" list. Nearly every Optional field in schemas.py was\nmissing this, breaking ordinary usage of list_inboxes, create\n[…]\n/include_spam/include_blocked/include_trash to\nlist_threads' params -- already supported by the pinned agentmail==0.4.10\nSDK, a schema-only gap.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): make Optional schema fields actually optional under Pyda…",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-10T22:31:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e472fff5df6dea99f205b62596898dfe165c1dd0",
          "body": "Surface API error reason + log tool failures in MCP",
          "is_bot": false,
          "headline": "Merge pull request #41 from agentmail-to/fix/mcp-error-visibility",
          "author_name": "Shangran Du",
          "author_login": "duharry0915",
          "committed_at": "2026-07-08T19:05:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce30e5d43d76456156fd8b1d9d516974cbadde0e",
          "body": "Error bodies can contain user-sensitive info; cap logged string bodies to\nlimit exposure and log volume.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Truncate string error bodies in logs to 500 chars",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-08T19:05:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9fa0b2c67f7f858526fa40d9e06507447b04abea",
          "body": "safeFunc now detects AgentMailError, returns statusCode/body and a concise\nmessage pulled from the API's own error body (e.g. \"address already taken\")\ninstead of the SDK's verbose multi-line dump. The MCP callback logs\n{ tool, statusCode, body } at the real catch site, so failures are visible\nin host logs (they're returned as isError over HTTP 200 and otherwise never\nreach them). Bump 0.4.0 -> 0.4.1.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Surface API error reason + log tool failures in MCP",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-07-07T21:57:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "63cbc150a9919ad46da4214e6648f8a5a1bfb7b7",
          "body": "0.4.0",
          "is_bot": false,
          "headline": "Merge pull request #40 from agentmail-to/release-0.4.0",
          "author_name": "SanjithSambath",
          "author_login": "SanjithSambath",
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          "headline": "0.4.0",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
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          "oid": "13f50c3f0d468bd9a3b1930f12213ffd52adb8a8",
          "body": "API parity: SDK 0.5.11, search + management tools, missing params",
          "is_bot": false,
          "headline": "Merge pull request #39 from agentmail-to/api-parity-update",
          "author_name": "SanjithSambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-06-12T02:08:09Z",
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        },
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          "oid": "5021c9666faeb46a9be2ad310923149a5a0807e8",
          "body": "- Remove now-unused ListInboxItemsParams import (src lint back to main's count)\n- Describe filter semantics precisely: substring match, all values ANDed\n- Note that system labels cannot be modified via update_thread\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Address review: drop unused import, tighten filter descriptions",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-06-12T01:35:45Z",
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          "is_coding_agent": true
        },
        {
          "oid": "4e79a34b39fcb6b2de34faefc1b48172436f0b44",
          "body": "The API docs describe two-stage deletion (trash, then permanent), but\nempirically a deleted thread is immediately absent from include_trash\nand labels=trash listings and 404s on direct get. Describe only what\nis observably true; restore the trash wording once server behavior\nmatches the docs.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Use conservative delete_thread description",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-06-12T00:50:25Z",
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        },
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          "body": "- search_threads / search_messages: full-text search (requires SDK 0.5)\n- update_thread: thread-level label add/remove\n- delete_thread: trash, then permanent on repeat (idempotentHint: false)\n- list_messages: flat message listing with filters\n- update_inbox: display name / metadata\n- auth_me: identi\n[…]\nhe authenticated credential\n\nBrings the MCP surface to 24 tools. New tools flow into the ai-sdk,\nlangchain, and clawdbot adapters automatically.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add 7 tools: search, thread/inbox management, identity",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-06-12T00:43:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
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          "oid": "ca5f1fae7bcbb3c16cdc12161d73003a01a7d6de",
          "body": "- send_message / forward_message: replyTo\n- reply_to_message: to/cc/bcc overrides, replyTo\n- create_inbox: clientId (idempotency), metadata\n- create_draft: clientId\n- list_threads: sender/recipient/subject filters, includeSpam,\n  includeTrash (new ListThreadsParams, split from the shared schema\n  since the drafts list endpoint does not support thread filters)\n- all inbox list tools: ascending\n\nDeliberately omitted: custom SMTP headers.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add missing API parameters to existing tool schemas",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
          "committed_at": "2026-06-12T00:39:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "f0920b1abffe4475fd6a687999dad79781385c7f",
          "body": "The tool schema requires inboxId but the implementation ignored it and\ncalled the org-level endpoint. Use the inbox-scoped endpoint so the\nparameter is honored.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Scope get_attachment to its inboxId parameter",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
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        },
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          "oid": "674f5953571c386d60cab03bb7f3021b55edb150",
          "body": "Required for threads/messages search, thread update, and the auth\nresource, none of which exist in 0.4.x. All existing call signatures\nare unchanged between 0.4.10 and 0.5.11.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bump agentmail SDK to ^0.5.11",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
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        },
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          "oid": "233847ef5e6dc52a0c916ec5f36605278570fe59",
          "body": "Align MCP tool annotations and descriptions with Anthropic directory review criteria",
          "is_bot": false,
          "headline": "Merge pull request #38 from agentmail-to/mcp-directory-review-fixes",
          "author_name": "Shangran Du",
          "author_login": "duharry0915",
          "committed_at": "2026-06-11T23:52:55Z",
          "body_truncated": false,
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        },
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          "oid": "e76097dc20520ff58e1236eb95f85cbb49511f2a",
          "body": "…review criteria\n\n- Set destructiveHint: true on send_message, reply_to_message,\n  forward_message, send_draft (irreversible outbound email) and\n  update_message, update_draft (modify existing data), per the\n  directory requirement that data-modifying tools carry the hint\n- Fix descriptions referenc\n[…]\non\n- Expand terse descriptions to state precisely what each tool does\n- Use compact JSON for tool results (token frugality per directory policy)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Align MCP tool annotations and descriptions with Anthropic directory …",
          "author_name": "Sanjith Sambath",
          "author_login": "SanjithSambath",
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          "oid": "6dbb78ba72f4639d80f9668e356bef5e5548fd7b",
          "body": null,
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          "headline": "0.3.1",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
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          "oid": "e53abf8cd3fbd4f319a8a0bf0026329e040a9592",
          "body": "fix(langchain): annotate args type to unblock dts build",
          "is_bot": false,
          "headline": "Merge pull request #21 from agentmail-to/harry/fix-langchain-dts",
          "author_name": "Michael Kim",
          "author_login": "mikesteroonie",
          "committed_at": "2026-04-18T06:17:03Z",
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          "oid": "35626a5db5352d46b47d135065ccb4189ed7714b",
          "body": "`langchainTool` infers the callback's `args` parameter as `unknown`\nwhen the schema is a generic Zod schema, which then fails to satisfy\n`safeFunc`'s `Record<string, any>` constraint and breaks `tsup --dts`:\n\n  src/langchain.ts(9,101): error TS2345: Argument of type 'unknown'\n  is not assignable to parameter of type 'Record<string, any>'.\n\nAnnotate the parameter explicitly. Runtime behavior is unchanged.",
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          "headline": "fix(langchain): annotate args type to unblock dts build",
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          "body": "fix(mcp): return 'OK' when tool result is undefined",
          "is_bot": false,
          "headline": "Merge pull request #20 from agentmail-to/deletionFix",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
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          "oid": "2fc9f4657d095f9536366122d426411fbc19d0f8",
          "body": "Some SDK calls (delete_inbox, delete_draft) return void because the\nunderlying API responds 204 No Content. JSON.stringify(undefined)\nyields the JS undefined value, not a string, which violates the MCP\nCallToolResult schema (text must be a string) and surfaces as:\n\n  -32602 Invalid tools/call result: ... expected string, received undefined\n\nCoerce undefined results to the literal string \"OK\" before serializing.",
          "is_bot": false,
          "headline": "fix(mcp): return 'OK' when tool result is undefined",
          "author_name": "duharry0915",
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          "oid": "fba920b8417f7afd835448768e190d0bddff486e",
          "body": "AddDraftTools",
          "is_bot": false,
          "headline": "Merge pull request #19 from agentmail-to/addDraftTools",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
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          "headline": "update on fix",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
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          "headline": "change format to coerce to js date",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
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          "body": null,
          "is_bot": false,
          "headline": "add draft tools",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
          "committed_at": "2026-03-31T23:30:37Z",
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          "headline": "Add draft tools",
          "author_name": "duharry0915",
          "author_login": "duharry0915",
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          "headline": "Bumps",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
          "committed_at": "2026-03-21T04:36:27Z",
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        {
          "oid": "dc6faf50e472e0a8bbb2ad39f67b41fb8757ba99",
          "body": "…mpat\n\nfix: replace z.base64() with z.string() for Gemini compatibility",
          "is_bot": false,
          "headline": "Merge pull request #10 from RaviTharuma/fix/gemini-contentEncoding-co…",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
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          "body": "fix: remove structuredContent from MCP tool results",
          "is_bot": false,
          "headline": "Merge pull request #13 from MaxwellCalkin/fix/remove-structured-content",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
          "committed_at": "2026-03-21T04:24:15Z",
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        },
        {
          "oid": "c29f407f77dc319bf52242915889bc397b075910",
          "body": "structuredContent requires tools to declare an outputSchema (per the MCP\nspec), which these tools don't. When the raw API result is a string\ninstead of a record, the MCP SDK raises:\n\n  MCP error -32602: Invalid tools/call result:\n    expected record, received string\n\nRemoving structuredContent fixes\n[…]\nant\nMCP clients. The content field already returns the full result as\nJSON text, so no information is lost.\n\nFixes agentmail-to/agentmail-mcp#5\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: remove structuredContent from MCP tool results",
          "author_name": "Maxwell Calkin",
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          "oid": "8dbea9ecd13a507380709a1f91e26079d72fa73c",
          "body": "z.base64() generates `contentEncoding: \"base64\"` in the JSON Schema\noutput (via zod-to-json-schema). Google Gemini's function calling API\ndoes not support `contentEncoding` in its schema subset, causing 400\nerrors when registering tools that use this field.\n\nReplacing with z.string() preserves the s\n[…]\nme runtime behavior (base64\nstrings are valid strings) while producing a Gemini-compatible schema.\n\nThe description already indicates the expected format is base64.\n\nFixes agentmail-to/agentmail-mcp#8",
          "is_bot": false,
          "headline": "fix: use z.string() instead of z.base64() for attachment content",
          "author_name": "Ravi Tharuma",
          "author_login": "RaviTharuma",
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          "oid": "c4e38e0b07cb0ebf6601302e83ea2c0e2f409820",
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          "headline": "Send attachments",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
          "committed_at": "2026-01-28T03:20:29Z",
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          "headline": "Rework get attachment",
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          "headline": "MCP structured response",
          "author_name": "Haakam Aujla",
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          "headline": "Clawdbot tools",
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          "headline": "Add forward message",
          "author_name": "Haakam Aujla",
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          "headline": "Remove file-type dep",
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          "headline": "Bump",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
          "committed_at": "2025-12-16T09:24:09Z",
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          "headline": "Workspaces",
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          "headline": "Bump",
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          "headline": "Scipts",
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          "headline": "Bump",
          "author_name": "Haakam Aujla",
          "author_login": "Haakam21",
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          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/57567430?v=4"
        },
        {
          "type": "User",
          "login": "MaxwellCalkin",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/101308415?v=4"
        },
        {
          "type": "User",
          "login": "RaviTharuma",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/25951435?v=4"
        }
      ],
      "contributors_sampled": 6,
      "top_contributor_share": 0.648
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": true,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [
        "eslint.config.mjs"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "pnpm-lock.yaml",
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 5,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 2,
            "reason": "Found 1/4 approved changesets -- score normalized to 2",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 0,
            "reason": "license file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "251 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "f794bc9cddb71fb59c3a27d4d8b1a8551dc2d50a",
        "ran_at": "2026-07-21T19:04:24Z",
        "aggregate_score": 2.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/agentmail-to/agentmail-toolkit",
    "host": "github.com",
    "name": "agentmail-toolkit",
    "owner": "agentmail-to"
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 44,
      "inputs": {
        "security": 37,
        "vitality": 46,
        "community": 42,
        "governance": 51,
        "engineering": 40
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "at_risk",
        "name": "Vitality",
        "value": 46,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "commits_last_year": 115,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 18
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                    "code": "push_recency",
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                      "days": 0
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                  }
                ],
                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "18/52 weeks with commits",
                "points": 12.5,
                "status": "partial",
                "details": [
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                    "code": "commit_cadence_weeks",
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                      "weeks": 18
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "115 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 115
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "critical",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 1,
            "inputs": {
              "releases_count": 0
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            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "no releases published",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_releases_published",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_releases",
                    "params": {}
                  }
                ],
                "max_points": 36
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              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_releases",
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
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                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 10
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          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
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              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
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                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
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                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 42,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 43,
            "inputs": {
              "forks": 25,
              "stars": 84,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "84 stars",
                "points": 31.1,
                "status": "partial",
                "details": [
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                    "code": "stars",
                    "params": {
                      "count": 84
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "25 forks",
                "points": 11.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 25
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "license_absent",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "packages": [
                "agentmail-toolkit",
                "agentmail-toolkit"
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              "dependents": null,
              "ecosystems": "npm, pypi",
              "total_downloads": null,
              "monthly_downloads": 6247
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "6,247 downloads/month across npm, pypi",
                "points": 50.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 6247,
                      "ecosystems": "npm, pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 6,
              "top_contributor_share": 0.648
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 65% of commits",
                "points": 7.9,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "6 contributors",
                "points": 8.1,
                "status": "partial",
                "details": [
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                    "code": "contributors_sampled",
                    "params": {
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "merged_prs": 19,
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              "closed_issues": 1,
              "issue_closed_ratio": 0.167,
              "closed_unmerged_prs": 14
            },
            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                "points": 7.8,
                "status": "partial",
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                    "code": "issues_closed_share",
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                      "share": 17
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "points": 22,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "decided": 33
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/4 approved changesets -- score normalized to 2",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "followers": 295,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "agentmail-to",
              "public_repos": 31,
              "account_age_days": 575
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "295 followers of agentmail-to",
                "points": 17.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
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                      "login": "agentmail-to"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "31 public repos, account ~1 yr old",
                "points": 14.1,
                "status": "partial",
                "details": [
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                    "code": "public_repos",
                    "params": {
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "agentmail-toolkit",
                "agentmail-toolkit"
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              "ecosystems": "npm, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on npm, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "npm, pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "60 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 60
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 40,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 37,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 13,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 5,
              "scorecard_aggregate": 2.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 3 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/4 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "251 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1101 resolved dependencies against OSV; 9 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1101
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 9
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "source": "osv",
              "advisories": 359,
              "affected_packages": 73,
              "assessed_packages": 1101,
              "unassessed_packages": 9,
              "affected_by_severity": "critical 8, high 30, moderate 13, low 3, unknown 19",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: langchain 1.1.0 (moderate 5.5), pymupdf 1.26.6 (moderate 6.2)",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "langchain 1.1.0 (moderate 5.5), pymupdf 1.26.6 (moderate 6.2)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 124 days ago",
                "points": 34.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 124
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 1101,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "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": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.52,
              "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",
                "detail": "52 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 27.7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 52,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "node/tsconfig.json",
                "python/src/agentmail_toolkit/py.typed"
              ],
              "agent_commit_share": 0.37,
              "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": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "node/tsconfig.json, python/src/agentmail_toolkit/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "node/tsconfig.json, python/src/agentmail_toolkit/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "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": "37 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 37,
                      "sampled": 100
                    }
                  }
                ],
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 15818,
              "source_files_sampled": 36,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/36 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 36,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index npm:agentmail-toolkit@0.5.1; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 266 advisories (lookup cap); the remainder are reported as unknown severity"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T19:04:41.500820Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/agentmail-to/agentmail-toolkit.svg",
  "full_name": "agentmail-to/agentmail-toolkit",
  "license_state": "absent",
  "license_spdx": null
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з agentmail-to/agentmail-toolkit. Читати поруч →

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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 v1.13.0, схема v0.23.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — npm, PyPI.