Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-29 03:00 UTC

erpipe-org / mcp-odoo

Odoo MCP for AI agents — 41 tools, gated writes, multi-instance. Free hosted: ERPipe → mcp.erpipe.com

PythonMIT★ 374 зірки⑂ 174 форкиз бер. 2025 р.Переглянути на GitHub ↗

erpipe-org/mcp-odoo має індекс здоров’я 67 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (84/100), найнижчий — Security (50/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.

67
загалом / 100
Помірний

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.

67
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

erpipe-orgОрганізація
1 підписник2 публічні репозиторіїз лип. 2026 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікаціяТеги
PyPIodoo-mcp1.3.07 790210 днів томуodoomcpservermodel-context-protocolchatgptclaudeerpipe

Метрики за категоріями

Життєздатність

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

78Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
5.5/36Ритм комітів — 8/52 тижнів із комітами
18/18Обсяг комітів — 99 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year99
human_commit_share1
days_since_last_push0
active_weeks_last_year8
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 19 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~5,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count19
latest_release_tagv1.3.0
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases5,3

Спільнота та впровадження

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

75Добрий · 18% загального індексу
Як обчислюється оцінка
41.7/60Зірки — 374 зірок
18.7/25Форки — 174 форків
7/15Спостерігачі — 19 спостерігачів
Використані вхідні дані
forks174
stars374
watchers19
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак
Як обчислюється оцінка
51.9/80Щомісячні завантаження — 7 790 завантажень/місяць у pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesodoo-mcp
dependents
ecosystemspypi
total_downloads
monthly_downloads7 790
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?

50Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
2.6/22.5Розподіл комітів — головний контриб’ютор — автор 88% комітів
12.2/13.5Широта контриб’юторів — 9 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled9
top_contributor_share0,885
Як обчислюється оцінка
30.1/46.8Вирішення issue — закрито 64% issue
21.2/38.3Прийняття PR — злито 15/27 вирішених PR
3/15OpenSSF Scorecard: Code-Review — Found 6/25 approved changesets -- score normalized to 2
Використані вхідні дані
merged_prs15
open_issues10
closed_issues18
issue_closed_ratio0,643
closed_unmerged_prs12

Власність та опіка

36У зоні ризику
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
2.2/25Охоплення власника — 1 підписників у erpipe-org
3.5/25Послужний список — 2 публічних репозиторіїв, вік облікового запису ~0 р.
Використані вхідні дані
followers1
owner_typeOrganization
is_verified
owner_loginerpipe-org
public_repos2
account_age_days6

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 21 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesodoo-mcp
ecosystemspypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

84Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 4 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigтак
has_linter_configні
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://erpipe-org.github.io/mcp-odoo/
10/10Опис репозиторію
10/10Теми — 9 тем
10/10Wiki
Використані вхідні дані
topicsmcp, mcp-server, mcp-servers, odoo, odoo-mcp, agent-skills, claude-code, chatgpt, erpipe
has_wikiтак
homepagehttps://erpipe-org.github.io/mcp-odoo/
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

50Помірний · 16% загального індексу

Стан безпеки

37У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 6/25 approved changesets -- score normalized to 2
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 18 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,7
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories32
affected_packages5
assessed_packages74
unassessed_packages8
affected_by_severityhigh 5
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 74 резолвлених залежностей із OSV. 8 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.

55Помірний · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — CLAUDE.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 89 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,89
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes963
Як обчислюється оцінка
0/18Розгортання однією командою
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
0/11Статична перевірка типів
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesuv.lock
has_dockerfileтак
typed_languageні
bootstrap_files
has_devcontainerні
has_linter_configні
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Як обчислюється оцінка
0/45Типізований код — Python без конфігурації перевірки типів
53.6/55Керовані розміри файлів — 2/78 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languagePython
largest_source_bytes140 612
source_files_sampled78
oversized_source_files2
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
20/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalтак
api_schema_files

Ключові факти

374зірок GitHub
9контриб'юторів
99комітів за останні 12 місяців
0днів від останнього пушу
19релізів
1бас-фактор
10відкритих issue
PyPIпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:odoo-mcp@1.3.0; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 174 ⇿
0Зірки
174Форки
18Релізи

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.

0408012016020017252025-032025-112026-07
Мажорні 1Мінорні 11Патчі 6

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 3.7 / 10
3.7сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-29 03:00 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 6/25 approved changesets -- score normalized to 2
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities18 existing vulnerabilities detected
Прямі залежності 2
РеєстрПакетОбмеження версіїМаніфест
PyPImcp>=2,<3pyproject.toml
PyPIrequests>=2.31.0pyproject.toml
Усі залежності 82

Повний розв'язаний набір залежностей із графа залежностей GitHub: 2 прямих і 80 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
PyPImcp2.0.0пряма
PyPIrequests2.33.1пряма
PyPIannotated-types0.7.0непряма
PyPIanyio4.13.0непряма
PyPIattrs26.1.0непряма
PyPIbackports-tarfile1.2.0непряма
PyPIblack26.3.1непряма
PyPIbuild1.4.4непряма
PyPIcertifi2026.4.22непряма
PyPIcffi2.0.0непряма
PyPIcharset-normalizer3.4.7непряма
PyPIclick8.3.3непряма
PyPIcolorama0.4.6непряма
PyPIcrewaiнепряма
PyPIcrewai-toolsнепряма
PyPIcryptography47.0.0непряма
PyPIdocutils0.22.4непряма
PyPIexceptiongroup1.3.1непряма
PyPIh110.16.0непряма
PyPIhttpcore22.9.1непряма
PyPIhttpx22.9.1непряма
PyPIid1.6.1непряма
PyPIidna3.18непряма
PyPIimportlib-metadata9.0.0непряма
PyPIiniconfig2.3.0непряма
PyPIisort8.0.1непряма
PyPIjaraco-classes3.4.0непряма
PyPIjaraco-context6.1.2непряма
PyPIjaraco-functools4.4.0непряма
PyPIjeepney0.9.0непряма
PyPIjsonschema4.26.0непряма
PyPIjsonschema-specifications2025.9.1непряма
PyPIkeyring25.7.0непряма
PyPIlangchain-mcp-adaptersнепряма
PyPIlangchain-openaiнепряма
PyPIlanggraphнепряма
PyPIlibrt0.9.0непряма
PyPImarkdown-it-py4.0.0непряма
PyPImcp-types2.0.0непряма
PyPImdurl0.1.2непряма
PyPImore-itertools11.0.2непряма
PyPImypy1.20.2непряма
PyPImypy-extensions1.1.0непряма
PyPInh30.3.5непряма
PyPIodoo-mcpнепряма
PyPIodoo-mcp1.3.0непряма
PyPIopenai-agentsнепряма
PyPIopentelemetry-api1.44.0непряма
PyPIpackaging26.2непряма
PyPIpathspec1.1.1непряма
PyPIplatformdirs4.9.6непряма
PyPIpluggy1.6.0непряма
PyPIpycparser3.0непряма
PyPIpydantic2.13.3непряма
PyPIpydantic-core2.46.3непряма
PyPIpygments2.20.0непряма
PyPIpyjwt2.12.1непряма
PyPIpyproject-hooks1.2.0непряма
PyPIpytest9.0.3непряма
PyPIpython-multipart0.0.27непряма
PyPIpytokens0.4.1непряма
PyPIpywin32311непряма
PyPIpywin32-ctypes0.2.3непряма
PyPIreadme-renderer44.0непряма
PyPIreferencing0.37.0непряма
PyPIrequests-toolbelt1.0.0непряма
PyPIrfc39862.0.0непряма
PyPIrich15.0.0непряма
PyPIrpds-py0.30.0непряма
PyPIruff0.15.12непряма
PyPIsecretstorage3.5.0непряма
PyPIsetuptoolsнепряма
PyPIsse-starlette3.4.1непряма
PyPIstarlette1.0.0непряма
PyPItomli2.4.1непряма
PyPItruststore0.10.4непряма
PyPItwine6.2.0непряма
PyPItyping-extensions4.15.0непряма
PyPItyping-inspection0.4.2непряма
PyPIurllib32.6.3непряма
PyPIuvicorn0.46.0непряма
PyPIzipp3.23.1непряма
Сповіщення про залежності 5

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 74 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 5 мають відомі сповіщення, з них 0 прямі. 8 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
cryptography47.0.0непрямависока148.0.1
pyjwt2.12.1непрямависока92.13.0
python-multipart0.0.27непрямависока80.0.31
starlette1.0.0непрямависока101.3.1
urllib32.6.3непрямависока42.7.0

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
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          "is_bot": false,
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          "author_name": "Lê Anh Tuấn",
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          "is_bot": false,
          "headline": "feat(tools): add per-parameter descriptions to the 10 highest-priorit…",
          "author_name": "Syed Ishmum Ahnaf",
          "author_login": "SyedIshmumAhnaf",
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          "author_name": "Lê Anh Tuấn",
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          "body": "… (#48)\n\ncanonical_json now collapses integral floats (1.0) to ints before hashing, recursively, booleans untouched — a payload crossing a JS/TS transport no longer yields a different SHA-256 approval token between validate and execute.",
          "is_bot": false,
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          "body": "policy_file_path() falls back to ./odoo_mcp_policy.json, and a developer\ncheckout legitimately carries one at the documented default location;\nchdir to tmp_path so suite results don't depend on it.",
          "is_bot": false,
          "headline": "fix(tests): run write-policy tests from an empty CWD",
          "author_name": "Lê Anh Tuấn",
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          "headline": "feat(site): add Cloud waitlist and fixed-price services pages",
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          "is_bot": false,
          "headline": "feat: support local-file attachment uploads via from_path (#46)",
          "author_name": "Arnold Gálovics",
          "author_login": "galovics",
          "committed_at": "2026-07-07T14:45:56Z",
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          "body": "Add a stdlib difflib fallback so lookup_model_history can suggest likely catalog names after exact and partial matches fail.",
          "is_bot": false,
          "headline": "feat: suggest close model names for history lookups (#43)",
          "author_name": "Barry",
          "author_login": "barry166",
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        },
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          "body": "Extend the static Odoo rename catalog with six verified 17.0/18.0 model mappings and add regression coverage for payment.icon to payment.method.",
          "is_bot": false,
          "headline": "feat: add additional Odoo model rename mappings (#36)",
          "author_name": "Subhakar",
          "author_login": "subhakartadimalla",
          "committed_at": "2026-07-07T12:14:13Z",
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          "body": "…#44)\n\nRequest a bounded fields_get attributes list so Odoo 19 XML-RPC does not fail server-side on None-valued metadata attributes.",
          "is_bot": false,
          "headline": "fix: request marshal-safe fields_get attributes in get_model_fields (…",
          "author_name": "Yousef",
          "author_login": "WassoufZ",
          "committed_at": "2026-07-07T12:13:58Z",
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        },
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          "is_bot": false,
          "headline": "docs: sync landing page + comparison to v1.1.0 counts (41 tools, 11 p…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-03T01:21:50Z",
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        },
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          "is_bot": false,
          "headline": "docs(skills): add skills.sh badge (README + skills/README)",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T17:43:56Z",
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        },
        {
          "oid": "6bda110aadac8c9e7b5960bb760a057fa8b20583",
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          "is_bot": false,
          "headline": "docs(skills): cross-link the odoo-ai-skills developer suite as compan…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T17:23:28Z",
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        },
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          "body": "…kills detected)",
          "is_bot": false,
          "headline": "docs(skills): lead install with npx skills add (verified working, 4 s…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T17:16:40Z",
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        },
        {
          "oid": "6e25a5d451afecf16ed8e4b7ed3e3a8a62db7d44",
          "body": "- skills/: odoo-data-quality-gate, odoo-migration-copilot,\n  odoo-month-end-close, odoo-agency-fleet-review (open Agent Skills format,\n  SKILL.md + frontmatter) + install README\n- Each skill enforces the house rules: evidence-first, writes only through\n  the gated workflow, field-ACL/opt-outs are policy\n- README highlights row + CHANGELOG",
          "is_bot": false,
          "headline": "feat(skills): Agent Skills pack — 4 business-workflow playbooks",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T17:08:40Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Release 1.1.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T16:08:48Z",
          "body_truncated": false,
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        },
        {
          "oid": "40ab331035e75860d276538ff59c2efaf9585ca2",
          "body": "…filtering\n\n- plugin_api.py: stable v1 surface for plugin authors (tool decorator,\n  resolve_odoo, field-ACL redaction, envelopes) — no gate-bypassing helpers\n- server_core: load_plugins(plugin_api) gated by ODOO_MCP_PLUGINS (install\n  alone activates nothing), fail-isolated per plugin, module injec\n[…]\nn health_check\n- examples/plugin-example/: runnable plugin package; docs/plugins.md with\n  threat model; README env rows + highlights\n- 885 tests, ruff, mypy, import-linter (2 contracts, exit 0) green",
          "is_bot": false,
          "headline": "feat(plugins): opt-in third-party tool plugins + per-deployment tool …",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T15:36:26Z",
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        },
        {
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          "body": "…worklist taxonomy\n\n- data_quality.py + tools_data_quality.py: data_quality_report with 4\n  evidence-first read-only checks (duplicates via read_group, missing\n  required, orphaned references w/ ACL honesty note, format anomalies);\n  field ACL applied before any scan; per-check failure isolation; as\n[…]\npy: pre_migration_data_quality workflow prompt (10 -> 11)\n- docs/data-quality.md; README/site counts 41 tools / 11 prompts; smoke +\n  surface tests updated\n- 879 tests, ruff, mypy, import-linter green",
          "is_bot": false,
          "headline": "feat(dqa+migration): data-quality pack, upgrade-log analyzer, action …",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T15:31:39Z",
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          "body": "…ning\n\n- mcpb/manifest.template.json + scripts/build_mcpb.py (thin uvx bundle;\n  fat-bundle upgrade path documented in the script)\n- publish.yml: mcpb-publish job attaches odoo-mcp-<ver>.mcpb to every release\n- docs/claude-desktop-connector.md: one-click install section\n- README + site hero: 'The free AI layer for Odoo — any edition, any version'",
          "is_bot": false,
          "headline": "feat(dist): one-click .mcpb bundle for Claude Desktop + CE-AI positio…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T15:17:51Z",
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          "body": "…r instructions\n\n- schemas.py: Pydantic response models for the 10 dict-returning read tools;\n  tools/list now advertises real outputSchema (envelope + payload fields)\n- auth.py: issuer validation on introspection responses, REQUIRE_ISS /\n  REQUIRE_AUD opt-in strictness, TTL-bounded introspection ve\n[…]\nprecation warning\n- mypy: scoped return-value override for tools_read (protocol-level models,\n  dict envelope at runtime)\n- 868 tests, ruff, mypy, import-linter green; sdk 2.0.0b1 spike notes recorded",
          "is_bot": false,
          "headline": "feat(mcp): typed read-tool output schemas, OAuth SEP hardening, serve…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T15:14:57Z",
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        },
        {
          "oid": "b0256333034653f4d99ae4ac70aa9d6aada4552a",
          "body": "- docs/adding-a-tool.md: layering contracts, registration ritual, test conventions\n- CONTRIBUTING.md: point tool authors at the walkthrough + good-first-issue label\n- CLAUDE.md: repo guidance for Claude Code contributors\n- glama.json: maintainer manifest for Glama listing claim (#12)",
          "is_bot": false,
          "headline": "docs(community): contributor path + glama manifest",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-07-02T15:04:34Z",
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        },
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          "oid": "77c40abb8ac3a50dcf6cf038ddd69d4f3b1bf68c",
          "body": "Odoo's XML-RPC server emits <nil/>; without allow_none=True any payload or fields_get metadata containing None raises 'cannot marshal None unless allow_none is enabled'. Contributed by @WassoufZ.",
          "is_bot": false,
          "headline": "fix: enable allow_none on XML-RPC ServerProxy (#25)",
          "author_name": "Yousef",
          "author_login": "WassoufZ",
          "committed_at": "2026-07-02T15:00:04Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Release 1.0.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:31Z",
          "body_truncated": false,
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        },
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          "oid": "7bd3d5328ff8632ff1df4d6a254f0b7596dcf6e3",
          "body": "…mpts, benchmarks",
          "is_bot": false,
          "headline": "docs(site): reflect 39 tools, field ACL, cross-instance, workflow pro…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:31Z",
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        },
        {
          "oid": "8d9f6a28567c772e44fa9840aced78b75e49b159",
          "body": "…9 tools)\n\nsearch_across_instances, aggregate_across_instances, and\naccounting_health_across_instances ask one question across many configured\ninstances and return merged, _instance-attributed results with a\npartial-failure errors map. Selection by list, 'all', or tags; per-instance\n'cross_instance:\n[…]\n, bounded concurrency, and its own rate-limit\nbudget; large fleets can run via submit_async_task. No warehouse, no sync.\nFirst open-source Odoo MCP with cross-DB queries. See docs/partner-playbook.md.",
          "is_bot": false,
          "headline": "feat(multi-tenant): read-only cross-instance fan-out queries (36 -> 3…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:31Z",
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        },
        {
          "oid": "bc145b3ea1560fdb56c9d6051be00d90ad0d74ad",
          "body": "Opt-in per-instance, per-model field allow/deny enforced at a single choke\npoint: search_records, read_record, aggregate_records (denied groupby/measure\nrejected), get_model_fields (marked restricted, not hidden), index_knowledge\n(excluded before BM25), and odoo:// resources. Responses note redacted\n[…]\nealth_check reports field_acl posture. Malformed policy fails closed at\nstartup; no policy is byte-identical to prior behavior. First open-source\nOdoo MCP server with field ACL. See docs/field-acl.md.",
          "is_bot": false,
          "headline": "feat(security): field-level ACL on every read path",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:21Z",
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        },
        {
          "oid": "51b7e94e5cd3b1e68346630e224980bc0f5a5737",
          "body": "invoice_approval_chain, po_to_receipt, customer_onboarding,\nexpense_claim_review, accounting_close_checklist. Each names required\nmodules, exact tools per step, and human checkpoints; every write-bearing\nstep routes through the gated workflow, never an ungated write.",
          "is_bot": false,
          "headline": "feat(prompts): add 5 operational business-workflow prompts (5 -> 10)",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:21Z",
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        },
        {
          "oid": "d205bbafebe0565b915102edd732a685db3644d4",
          "body": "scripts/benchmark_head_to_head.py runs mcp-odoo and a competitor server\nagainst the same Odoo stack; docs/benchmarks.md publishes reproducible\nmethodology and measured numbers (mcp-odoo p50 ~10ms for common reads on\nlocal Odoo 19). Competitor faster on aggregate_records is reported honestly.",
          "is_bot": false,
          "headline": "feat(bench): head-to-head latency benchmark vs other Odoo MCP servers",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T13:04:21Z",
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          "oid": "c9b0aa60026e4e6ce7d73a8b313826b15e8d32c8",
          "body": "…l commits\n\n.harness/, .agents/, .codex/, AGENTS.md and the two local harness CI\nworkflows depend on untracked local tooling; ignore them so broad git add\nnever sweeps them into a commit again.",
          "is_bot": false,
          "headline": "chore: gitignore local harness/agent scaffolding to prevent accidenta…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T12:38:33Z",
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        },
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          "oid": "0e941fceb8e7b94bd55cba1be3af00f72d2b59cf",
          "body": "These two workflows were untracked local scaffolding that depend on the\nuntracked .harness/ toolchain; they were accidentally staged with the\nNode 24 action bump and fail CI (Missing .harness/scripts/*.mjs). Reverting\nthem to their original untracked state.",
          "is_bot": false,
          "headline": "ci: drop harness/eval-nightly workflows swept in by mistake",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T12:09:18Z",
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        },
        {
          "oid": "bb19d57bbccee1f4733a8f1c47be0d1f17c91fa0",
          "body": "GitHub forces Node 24 for Actions on 2026-06-16; bump every node20 JS action\nto its minimal Node 24 major (verified via each action.yml runs.using):\n- checkout v4->v5, setup-python v5->v6, setup-node v4->v5\n- upload-artifact v4->v6, download-artifact v4->v7 (v5/v6 were still node20)\n- configure-page\n[…]\nv3->v4, metadata v5->v6, setup-buildx v3->v4, build-push v5->v7\n\nupload-pages-artifact kept at v3: it is a composite action (no node20\nforced-runtime exposure) and v4 drops dotfiles from the artifact.",
          "is_bot": false,
          "headline": "ci: bump actions to Node 24 runtimes ahead of June 16 deprecation",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T12:04:25Z",
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        {
          "oid": "6924aa9accabeae0e7e748b9e87f4574caf2f827",
          "body": null,
          "is_bot": false,
          "headline": "docs: add verified recipient addresses to outreach drafts",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T11:50:11Z",
          "body_truncated": false,
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        {
          "oid": "6423ba799c5bed67e8391bf7ee6b196e82f0480b",
          "body": null,
          "is_bot": false,
          "headline": "docs: record Docker MCP Catalog PR #3928, refresh outreach draft",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:20:52Z",
          "body_truncated": false,
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        },
        {
          "oid": "f68d52f9a1583157568c96f5ab343436a1037f34",
          "body": null,
          "is_bot": false,
          "headline": "Release 0.9.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f33c4fd64c242df73b086ba173c9610d5864106",
          "body": "…ing cards",
          "is_bot": false,
          "headline": "feat(site): refresh landing metrics and add async, knowledge, account…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19d3e60c688094947dc957008a59050a364a00a5",
          "body": "- catalog-submission: Official MCP Registry + Docker MCP Catalog checklists\n  with a ready server.yaml, plus outreach drafts\n- claude-desktop-connector: Custom Connector over Streamable HTTP + OAuth\n- architecture/performance: new module map, import contracts, async/\n  knowledge/rate-limit guidance\n- README: 36-tool catalog, new env vars; CHANGELOG: 0.9.0 section",
          "is_bot": false,
          "headline": "docs: registry submission guides, Claude Desktop connector, 0.9.0 notes",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77aab0e16b92132282933718462cfd3bfcc0f59c",
          "body": "scripts/benchmark_tools.py measures p50/p95/mean per tool against any Odoo\ninstance over stdio; docs/benchmarks.md documents methodology, reproduce\nsteps, and reference numbers from a local Odoo 19 Docker stack.",
          "is_bot": false,
          "headline": "feat(bench): add MCP stdio latency benchmark harness",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "dd520e94a341bce1a339c93955304a164a5f2c9a",
          "body": "…27 -> 36\n\nserver.py (2,553 lines) becomes a thin re-export surface; tools live in\nserver_core + tools_read/write/diagnostics/knowledge/accounting/async +\nprompts. Test-patchable symbols resolve late through the server module so\nexisting monkeypatch targets keep working.\n\nNew tools: submit/get/cance\n[…]\nly). Rate-limit checks guard\nsearch_records, read_record, aggregate_records, execute_method; posture\nsurfaces in health_check.rate_limits.\n\n.importlinter now enforces real odoo_mcp contracts (2 kept).",
          "is_bot": false,
          "headline": "feat(server): split server into domain modules and grow tool surface …",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:54Z",
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        },
        {
          "oid": "fdb93031b79306021689075e372d5f8b9675d55a",
          "body": "…ounting builders\n\nPure core modules, no MCP surface dependency:\n- task_queue: thread-pool manager with TTL'd, size-capped results\n- rate_limit: opt-in sliding-window tracking per instance:tool (off/warn/block)\n- knowledge_index: accent-folding BM25 store bounded by ODOO_MCP_KNOWLEDGE_MAX_DOCS\n- accounting_tools: AR/AP aging buckets and unreconciled summary (Odoo 16+)",
          "is_bot": false,
          "headline": "feat: add bounded task queue, rate limiter, BM25 knowledge index, acc…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab6214e838dfd37fc72c775c757d8d9ef8e4051e",
          "body": "…ma_cache, write_policy\n\n245 tests covering injection-vector validation, ACL/rule applicability,\nTTL/LRU cache semantics (mocked clock), and fail-closed policy parsing.",
          "is_bot": false,
          "headline": "test: add dedicated unit tests for tool_helpers, access_helpers, sche…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T07:16:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dfe563c57e14dbac6fa74d15961d03ee8095ad3",
          "body": "- hero + write-gate terminals replay with char-by-char typing and a\n  blinking cursor (static transcript stays as the no-JS / reduced-motion fallback)\n- ambient monospace glyphs drift on scroll (parallax), thin scroll-progress bar\n- ledger figures count up when they enter the viewport\n- all motion gated behind prefers-reduced-motion",
          "is_bot": false,
          "headline": "feat(site): animated terminals, parallax glyphs, scroll motion",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T06:12:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27768e63e3ab40d1b378d362cfb0aaf15958d9eb",
          "body": "section.wrap padding-top — bare 'section' selector was overridden by\n.wrap's padding shorthand, collapsing the gap above each section header",
          "is_bot": false,
          "headline": "fix(site): restore top spacing above section headers",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T06:06:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8c0668c1bc73d9fa4f1be09848f54252697ef3e",
          "body": "- amber $ prompt instead of clashing lime green (success ✓ stays green)\n- brighter command text, legible Read-the-docs link with plum arrow",
          "is_bot": false,
          "headline": "style(site): warm up CTA accents and lift secondary-link contrast",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T05:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87a4f88047a7884b450c6f13209aa6d3724e87b5",
          "body": "- static one-page site in site/, deployed by pages.yml on push to main\n- point Homepage (pyproject) and websiteUrl (server.json) at the new page",
          "is_bot": false,
          "headline": "feat(site): add landing page deployed via GitHub Pages",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T04:40:15Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "headline": "docs: add MCP bridge comparison page, promote --setup in README",
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          "is_bot": false,
          "headline": "feat(cli): add interactive --setup wizard",
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          "author_login": "tuanle96",
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          "body": "The server builds an OR ilike domain over the model's searchable text\nfields (identifier columns like name, ref, email first; capped at 5,\ndisplay_name fallback) and ANDs it with any explicit domain. The\nresponse reports query_fields_used so agents can see what was matched.",
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          "headline": "feat(search): add free-text query parameter to search_records",
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          "is_bot": false,
          "headline": "Release 0.7.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
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          "is_bot": false,
          "headline": "feat: v0.7 phase 1 — OAuth resource server, batch create, attachment …",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-11T00:52:39Z",
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          "headline": "Release 0.6.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T12:40:56Z",
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        {
          "oid": "df5bd9fe9afd682372d2f5d7ed0ca5be3f963d26",
          "body": "- langgraph: add missing langchain>=1.0 dependency (create_agent import)\n- crewai: print the kickoff result (rich console is silent on non-TTY)\n- n8n: workflow JSON needs an id for n8n import:workflow\n- all examples: support any OpenAI-compatible provider via OPENAI_BASE_URL /\n  OPENAI_MODEL (and OD\n[…]\nor CrewAI/litellm)\n- update last-verified footers with the exact versions exercised\n  (openai-agents 0.17.4, langchain 1.3.6 + adapters 0.2.2, crewai 1.14.6,\n  n8n 2.25.7) against a live Odoo 19 stack",
          "is_bot": false,
          "headline": "fix: example issues found by end-to-end verification with a live Odoo 19",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T12:40:27Z",
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          "body": "…pproval, reliability\n\n- Add examples/ with copy-paste adapters: Cursor (.cursor/mcp.json + rules),\n  Claude Code/Codex snippets, OpenAI Agents SDK (local + hosted), LangGraph\n  (langchain-mcp-adapters>=0.2.2), CrewAI (native mcps=[...]), and an\n  importable n8n workflow using the official MCP Clien\n[…]\nection errors (writes never retry), TTL+LRU bounded schema cache,\n  N+1 read_record detector in health_check\n- New docs: troubleshooting (classifier categories -> fixes),\n  multi-instance, performance",
          "is_bot": false,
          "headline": "feat: adoption + trust — framework adapters, audit log, elicitation a…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T12:18:40Z",
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          "body": "…try workflow",
          "is_bot": false,
          "headline": "fix: registry description under 100 chars, extract reusable mcp-regis…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
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          "body": null,
          "is_bot": false,
          "headline": "fix: update smoke harness expectations for Odoo 22 timeline and 26 tools",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T09:43:08Z",
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          "body": null,
          "is_bot": false,
          "headline": "Release 0.5.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T09:37:57Z",
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        },
        {
          "oid": "c190b8ccf1af1905c35aceaa71cd1ef9ce615174",
          "body": "…assifier, field ranking\n\n- Add lookup_model_history tool backed by a curated static catalog of\n  well-known Odoo model renames/removals (src/odoo_mcp/data/odoo_renames.json)\n- Add classify_access_error: map observed Odoo errors to acl, record_rule,\n  multi_company, authentication, db_routing, or mi\n[…]\nion README\n- Add server.json + mcp-registry-publish release job for the official\n  MCP registry (GitHub OIDC), mcp-name marker in README, OCI label in\n  Dockerfile, package-data for the rename catalog",
          "is_bot": false,
          "headline": "feat: kill hallucination, explain failures — rename catalog, error cl…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T09:37:23Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "docs: surface multi-instance in README highlights and comparison",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T05:44:45Z",
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          "body": null,
          "is_bot": false,
          "headline": "Release 0.4.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T05:01:42Z",
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          "oid": "1981220fb83980abc3cc9187e69674d11abdd3d4",
          "body": "… routing\n\n- Multi-instance config file (instances map + default) with ODOO_CONFIG_FILE; legacy env vars and flat config unchanged\n- Optional `instance` param on all Odoo-facing tools; lazy per-name client registry\n- Instance-bound approval tokens for writes and chatter (cross-instance replay reject\n[…]\nredentials never fall back to env vars for instance entries; stop echoing expected_token on mismatch\n- Live multi-instance Docker smoke (3 databases, 2 accounts on one instance) plus 37 new unit tests",
          "is_bot": false,
          "headline": "feat: multi-instance support — named Odoo instances with per-instance…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-06-10T04:56:29Z",
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          "is_bot": false,
          "headline": "Release 0.3.1",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-21T16:05:08Z",
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        },
        {
          "oid": "797fe4da4970b6a25d192e01881fa4eb89fcd6f7",
          "body": "Fixes #22 by parsing SaaS Odoo 19 version metadata and routing aggregate_records to formatted_read_group.",
          "is_bot": false,
          "headline": "Fix Odoo SaaS 19 aggregate dispatch",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-21T15:59:53Z",
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        },
        {
          "oid": "8bc6a010c0a94fa3068cce8c4b8280f8cb8c69c8",
          "body": "Add smithery-publish job that runs on release published events. Extracts config schema from smithery.yaml and pushes via @smithery/cli using SMITHERY_API_KEY repo secret.",
          "is_bot": false,
          "headline": "ci: auto-publish to Smithery on release",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T09:44:02Z",
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        {
          "oid": "38073ae523a3fe1ffe1fcb8f3f442774a29fa484",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 0.3.0",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T08:09:41Z",
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        },
        {
          "oid": "4155987d70f71e9afe0a92cd96b7c18f560eb1f2",
          "body": "- smithery.yaml: stdio runtime config schema covering ODOO_URL/DB/USERNAME/\n  PASSWORD/TRANSPORT/API_KEY/LOCALE plus write-gate and chatter-direct flags\n- .github/workflows/docker-publish.yml: release-triggered multi-arch\n  (amd64+arm64) build pushed to ghcr.io/tuanle96/mcp-odoo with semver tags\n- .gitignore: exclude .claude/ session lock files",
          "is_bot": false,
          "headline": "build: smithery.yaml, GHCR docker publish workflow, ignore .claude",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T08:09:35Z",
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        },
        {
          "oid": "9dd7a961724069b59487597ac7f2090c65f7e86d",
          "body": "…ission guide\n\n- README: new tagline 'The Odoo MCP that survives Odoo 20', 'zero Odoo-side\n  setup' positioning, hero query examples, Why-table with setup-steps comparison\n  row, group 24 tools by use case (Read/Write/Diagnose/Migrate/Audit/Utility),\n  GHCR pull command, downloads/stars/forks badges\n[…]\nIELDS,\n  ODOO_MCP_LOG_*, MCP_CHATTER_DIRECT\n- docs/testing: minor smoke harness note\n- docs/catalog-submission (new): manual steps for modelcontextprotocol/servers,\n  Smithery, mcpservers.org listings",
          "is_bot": false,
          "headline": "docs: v0.3.0 README facelift, CHANGELOG, client configs, catalog subm…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T08:09:27Z",
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        {
          "oid": "0820a3b1bcf1ceb118a9e3164bffb09899fada5c",
          "body": "…flow\n\n- test_server: aggregate_records, chatter_post (approval + direct), smart-field\n  selection, locale injection, runtime_security_report posture\n- test_agent_tools (new): preview/validate, domain builder, addon scanning,\n  business pack logic\n- test_odoo_client: lang context propagation, JSON-2\n[…]\n/file handler\n- test_config: ODOO_LOCALE picked up from env and config file\n- scripts/odoo_compose_smoke: live aggregate_records, chatter_post, locale,\n  smart-field assertions across Odoo 16/17/18/19",
          "is_bot": false,
          "headline": "test: cover v0.3.0 tools, smart fields, locale, logging, and chatter …",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T08:09:17Z",
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          "oid": "464b88ce0a4ea326ac4f731ad7ee260b258d235d",
          "body": "…uctured logging\n\n- aggregate_records: server-side groupby/aggregation via formatted_read_group\n  (Odoo 19+) or read_group (16-18); supports sum/avg/min/max/count/count_distinct/\n  array_agg/bool_and/bool_or\n- chatter_post: post mail.thread messages under approval-token gate or direct\n  via MCP_CHAT\n[…]\nleHandler\n  use stdlib only\n- JSON-2 positional arg mappings extended for read_group, formatted_read_group,\n  message_post\n- runtime_security_report and health_check now surface chatter_direct_enabled",
          "is_bot": false,
          "headline": "feat: aggregate_records, chatter_post, smart fields, ODOO_LOCALE, str…",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T08:09:08Z",
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          "body": "- .github/ISSUE_TEMPLATE/{bug_report,feature_request}.md plus config.yml\n  routing security reports to private advisories and usage questions to\n  SUPPORT.md (lifted from existing SUPPORT/CONTRIBUTING checklists)\n- .github/PULL_REQUEST_TEMPLATE.md with Odoo version/transport coverage,\n  verification\n[…]\nnds, and a safety-gate checklist\n- .editorconfig: 4-space Python default, 2-space YAML/JSON/TOML, tab Makefile\n- README: add Publish workflow CI badge alongside the existing PyPI/Python/license badges",
          "is_bot": false,
          "headline": "chore: add issue/PR templates, editorconfig, and CI badge",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T03:52:07Z",
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          "body": "Completes the intent of the previous commit (which only carried the\nQA-report deletion due to a pathspec mistake at commit time):\n\n- gitignore: add .omc/, plans/, .venv/, .mypy_cache/, .pytest_cache/, .ruff_cache/\n- dockerignore: rewrite to exclude tests/, docs/, plans/, .omc/, .github/,\n  top-level community docs, uv.lock; drop the stale .omx typo\n- MANIFEST.in: prune .omc/, plans/, cache dirs and global-exclude bytecode\n  and .DS_Store so sdist stays clean",
          "is_bot": false,
          "headline": "chore: tighten gitignore/dockerignore/MANIFEST exclusions",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T03:51:59Z",
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        },
        {
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          "body": "- gitignore: add .omc/, plans/, .venv/, and tooling cache dirs\n- dockerignore: rewrite to also exclude tests/, docs/, plans/, .omc/, .github/, top-level docs, uv.lock; drop .omx typo\n- MANIFEST.in: prune .omc/, plans/, cache dirs and global-exclude bytecode + .DS_Store\n- Drop tracked plans/reports/testing-260428-1924-diagnostic-v0.2.md (internal QA evidence; CHANGELOG already documents 0.2.0)",
          "is_bot": false,
          "headline": "chore: harden ignore rules and stop tracking internal QA report",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-05-04T03:51:31Z",
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        },
        {
          "oid": "289bcef4736cc5178e3b7579f98ef146b2662389",
          "body": "The publish workflow still expected odoo-mcp 0.1.0 after the 0.2.0 release bump, so the build job failed after installing the freshly built wheel.\n\nThe check now derives the expected version from pyproject.toml and compares the installed wheel metadata against it. That keeps future release bumps fro\n[…]\nld; uv run python -m twine check dist/*; clean Python 3.12 venv installed dist wheel and matched odoo-mcp 0.2.0 against pyproject.toml.\\nNot-tested: GitHub-hosted workflow rerun has not completed yet.",
          "is_bot": false,
          "headline": "Keep release version checks tied to package metadata",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-04-28T14:30:06Z",
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        {
          "oid": "70bd30f6e3c82929a9368f1e84fd68830472bdfb",
          "body": "Diagnostic v0.2 turns the server from a safe Odoo API bridge into a more useful debugging surface for real Odoo access failures. It adds current-credential ACL and record-rule diagnosis, tighter side-effect method policy, stronger static addon linting, and a Docker smoke matrix that proves restricte\n[…]\nOdoo 16.0, 17.0, 18.0, 19.0 with packaged addon XML install/update.\\nNot-tested: External PyPI upload and GitHub Release creation; no TWINE credentials or gh executable were available on this machine.",
          "is_bot": false,
          "headline": "Release Diagnostic v0.2 with live Odoo access evidence",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
          "committed_at": "2026-04-28T14:21:52Z",
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        {
          "oid": "d6d27ac58916a0de3d165e415345934cd8449fe4",
          "body": "The publish workflow verifies the built package version before uploading artifacts, so the release tag needs the workflow check to match the bumped package metadata.\n\nConstraint: GitHub release publishing is gated by this workflow and would fail if the hard-coded expected version remains at 0.0.4.\n\n\n[…]\nis bumped for a release.\n\nTested: rg -n '0\\.0\\.4|0\\.1\\.0' .github/workflows/publish.yml pyproject.toml CHANGELOG.md\n\nTested: git diff --check\n\nNot-tested: GitHub Actions run after release publication.",
          "is_bot": false,
          "headline": "Keep the PyPI workflow aligned with the 0.1.0 release",
          "author_name": "Lê Anh Tuấn",
          "author_login": "tuanle96",
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                "key": "pr_acceptance",
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                "key": "owner_reach",
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              },
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                "key": "fuzzing",
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                "key": "maintained",
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                "key": "pinned_dependencies",
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              },
              {
                "key": "sast",
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              },
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                "key": "security_policy",
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              {
                "key": "signed_releases",
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                "key": "token_permissions",
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "18 existing vulnerabilities detected",
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                "status": "missed",
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            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 74 resolved dependencies against OSV; 8 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 74
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 8
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 32,
              "affected_packages": 5,
              "assessed_packages": 74,
              "unassessed_packages": 8,
              "affected_by_severity": "high 5",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 74,
              "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": 7
            },
            "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": 55,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.89,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 963
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "89 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 89,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 140612,
              "source_files_sampled": 78,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/78 source files over 60KB",
                "points": 53.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 78,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:odoo-mcp@1.3.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T03:00:57.911158Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/erpipe-org/mcp-odoo.svg",
  "full_name": "erpipe-org/mcp-odoo",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаPyPI.