Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.12.0 · метрики 1.13.0 · 2026-07-17 23:09 UTC
agno-agi / agno
Build, run, and manage agent platforms.
agno-agi/agno має індекс здоров’я 78 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (100/100), найнижчий — Security (48/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
78
загалом / 100Індекс 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.
78
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)
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
AgnoОрганізація
1 786 підписників50 публічних репозиторіївз трав. 2022 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
100
Активність розробки
100Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 36/36 | Ритм комітів — 52/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 2 013 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 2 013 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 100 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~1,2 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 100 |
| latest_release_tag | v2.7.4 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1,2 |
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?
95
Популярність і впровадження
98Відмінний
Як обчислюється оцінка
| 60/60 | Зірки — 41 210 зірок |
| 25/25 | Форки — 5 646 форків |
| 13.2/15 | Спостерігачі — 236 спостерігачів |
Використані вхідні дані
| forks | 5 646 |
| stars | 41 210 |
| watchers | 236 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
92Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (Apache-2.0) |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
70
Стійкість мейнтейнерів (бас-фактор)
61Помірний
Як обчислюється оцінка
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 12.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 45% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 32 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0,453 |
Реактивність на issue та PR
77Добрий
Як обчислюється оцінка
| 37.8/46.8 | Вирішення issue — закрито 81% issue |
| 27/38.3 | Прийняття PR — злито 3 482/4 939 вирішених PR |
| 12/15 | OpenSSF Scorecard: Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
Використані вхідні дані
| merged_prs | 3 482 |
| open_issues | 497 |
| closed_issues | 2 091 |
| issue_closed_ratio | 0,808 |
| closed_unmerged_prs | 1 457 |
Власність та опіка
74Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 23.4/25 | Охоплення власника — 1 786 підписників у agno-agi |
| 20.8/25 | Послужний список — 50 публічних репозиторіїв, вік облікового запису ~4 р. |
Використані вхідні дані
| followers | 1 786 |
| owner_type | Organization |
| is_verified | — |
| owner_login | agno-agi |
| public_repos | 50 |
| account_age_days | 1 535 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
73
Інженерні практики
72Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 7 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 6.4/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | так |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://docs.agno.com |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 5 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | developer-tools, python, agents, ai, ai-agents |
| has_wiki | так |
| homepage | https://docs.agno.com |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
48
Стан безпеки
48У зоні ризику
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6/7.5 | Code-Review — Found 25/30 approved changesets -- score normalized to 8 |
| 2.5/2.5 | Contributors — project has 32 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 99 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4,8 |
Виключено з оцінювання (немає даних або не застосовно): signed_releases. Залишкові ваги перенормовано.
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.
64
Контекст і настанови для агентів
75Добрий
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — .cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | .cursorrules, AGENTS.md, CLAUDE.md, cookbook/03_teams/20_human_in_the_loop/CLAUDE.md, cookbook/05_agent_os/scheduler/CLAUDE.md, cookbook/frameworks/antigravity/example_agent/AGENTS.md |
| agent_instruction_max_bytes | 7 145 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами, Автоматизоване супроводження. Залишкові ваги перенормовано.
Читабельність коду для моделей
81Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (cookbook/mypy.ini, libs/agno/agno/py.typed, libs/agno_infra/agno/py.typed) |
| 54.2/55 | Керовані розміри файлів — 63/4 214 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 526 038 |
| source_files_sampled | 4 214 |
| oversized_source_files | 63 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — cookbook, examples |
Використані вхідні дані
| example_dirs | cookbook, examples |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
41 210зірок GitHub
100контриб'юторів
2 013комітів за останні 12 місяців
0днів від останнього пушу
100релізів
2бас-фактор
497відкритих issue
—пакетних екосистем
Докладніше
OpenSSF Scorecard 4.8 / 10
4.8сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 25 out of 27 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 8 | Code-Review | Found 25/30 approved changesets -- score normalized to 8 |
| 10 | Contributors | project has 32 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 99 existing vulnerabilities detected |
Усі залежності 417
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 417 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | a2a-sdk | — | непряма |
| PyPI | ag-ui-protocol | — | непряма |
| PyPI | agno | — | непряма |
| PyPI | agno | 2.0.4 | непряма |
| PyPI | agno | 2.3.24 | непряма |
| PyPI | agno | 2.5.3 | непряма |
| PyPI | agno | 2.6.12 | непряма |
| PyPI | agno | 2.6.7 | непряма |
| PyPI | agno | 2.6.9 | непряма |
| PyPI | agnoctl | — | непряма |
| PyPI | agnoctl | 0.1.0a4 | непряма |
| PyPI | aiohappyeyeballs | 2.6.1 | непряма |
| PyPI | aiohttp | — | непряма |
| PyPI | aiohttp | 3.12.15 | непряма |
| PyPI | aiosignal | 1.4.0 | непряма |
| PyPI | annotated-doc | 0.0.4 | непряма |
| PyPI | annotated-types | 0.7.0 | непряма |
| PyPI | anthropic | 0.75.0 | непряма |
| PyPI | anyio | 4.10.0 | непряма |
| PyPI | anyio | 4.12.1 | непряма |
| PyPI | anyio | 4.13.0 | непряма |
| PyPI | anyio | 4.14.1 | непряма |
| PyPI | anyio | 4.9.0 | непряма |
| PyPI | attrs | 25.3.0 | непряма |
| PyPI | attrs | 25.4.0 | непряма |
| PyPI | attrs | 26.1.0 | непряма |
| PyPI | backoff | 2.2.1 | непряма |
| PyPI | bcrypt | 5.0.0 | непряма |
| PyPI | beautifulsoup4 | 4.14.3 | непряма |
| PyPI | build | 1.4.0 | непряма |
| PyPI | build | 1.5.0 | непряма |
| PyPI | cachetools | 5.5.2 | непряма |
| PyPI | certifi | 2025.7.14 | непряма |
| PyPI | certifi | 2025.8.3 | непряма |
| PyPI | certifi | 2026.1.4 | непряма |
| PyPI | certifi | 2026.4.22 | непряма |
| PyPI | certifi | 2026.5.20 | непряма |
| PyPI | certifi | 2026.6.17 | непряма |
| PyPI | cffi | 2.0.0 | непряма |
| PyPI | charset-normalizer | 3.4.2 | непряма |
| PyPI | charset-normalizer | 3.4.4 | непряма |
| PyPI | charset-normalizer | 3.4.7 | непряма |
| PyPI | chonkie | — | непряма |
| PyPI | chromadb | — | непряма |
| PyPI | chromadb | 1.4.0 | непряма |
| PyPI | chromadb | 1.5.1 | непряма |
| PyPI | chromadb | 1.5.9 | непряма |
| PyPI | click | 8.1.8 | непряма |
| PyPI | click | 8.2.1 | непряма |
| PyPI | click | 8.3.1 | непряма |
| PyPI | click | 8.4.0 | непряма |
| PyPI | click | 8.4.1 | непряма |
| PyPI | colorama | 0.4.6 | непряма |
| PyPI | coloredlogs | 15.0.1 | непряма |
| PyPI | crawl4ai | — | непряма |
| PyPI | croniter | — | непряма |
| PyPI | croniter | 6.2.2 | непряма |
| PyPI | cryptography | — | непряма |
| PyPI | cryptography | 46.0.3 | непряма |
| PyPI | cryptography | 48.0.0 | непряма |
| PyPI | curl-cffi | 0.15.0 | непряма |
| PyPI | deprecated | 1.2.18 | непряма |
| PyPI | detect-installer | 0.1.0 | непряма |
| PyPI | distro | 1.9.0 | непряма |
| PyPI | dnspython | 2.8.0 | непряма |
| PyPI | docstring-parser | — | непряма |
| PyPI | docstring-parser | 0.17.0 | непряма |
| PyPI | docstring-parser | 0.18.0 | непряма |
| PyPI | duckduckgo-search | — | непряма |
| PyPI | durationpy | 0.10 | непряма |
| PyPI | email-validator | 2.3.0 | непряма |
| PyPI | exa-py | — | непряма |
| PyPI | fastapi | — | непряма |
| PyPI | fastapi | 0.116.1 | непряма |
| PyPI | fastapi | 0.128.0 | непряма |
| PyPI | fastapi | 0.129.0 | непряма |
| PyPI | fastapi | 0.136.1 | непряма |
| PyPI | fastapi | 0.136.3 | непряма |
| PyPI | fastapi-cli | 0.0.20 | непряма |
| PyPI | fastapi-cli | 0.0.23 | непряма |
| PyPI | fastapi-cli | 0.0.24 | непряма |
| PyPI | fastapi-cloud-cli | 0.13.0 | непряма |
| PyPI | fastapi-cloud-cli | 0.17.1 | непряма |
| PyPI | fastapi-cloud-cli | 0.18.0 | непряма |
| PyPI | fastapi-cloud-cli | 0.19.0 | непряма |
| PyPI | fastapi-cloud-cli | 0.9.0 | непряма |
| PyPI | fastar | 0.11.0 | непряма |
| PyPI | fastar | 0.8.0 | непряма |
| PyPI | fastmcp | — | непряма |
| PyPI | filelock | 3.20.3 | непряма |
| PyPI | filelock | 3.24.3 | непряма |
| PyPI | filelock | 3.29.0 | непряма |
| PyPI | firecrawl-py | 3.4.0 | непряма |
| PyPI | flatbuffers | 25.12.19 | непряма |
| PyPI | frozendict | 2.4.7 | непряма |
| PyPI | frozenlist | 1.7.0 | непряма |
| PyPI | fsspec | 2026.1.0 | непряма |
| PyPI | fsspec | 2026.2.0 | непряма |
| PyPI | fsspec | 2026.4.0 | непряма |
| PyPI | gitdb | 4.0.12 | непряма |
| PyPI | gitpython | — | непряма |
| PyPI | gitpython | 3.1.45 | непряма |
| PyPI | gitpython | 3.1.46 | непряма |
| PyPI | gitpython | 3.1.50 | непряма |
| PyPI | google-auth | 2.40.3 | непряма |
| PyPI | google-auth | 2.47.0 | непряма |
| PyPI | google-auth | 2.53.0 | непряма |
| PyPI | google-genai | — | непряма |
| PyPI | google-genai | 1.57.0 | непряма |
| PyPI | google-genai | 2.4.0 | непряма |
| PyPI | google-genai | 2.7.0 | непряма |
| PyPI | google-genai | 2.8.0 | непряма |
| PyPI | googleapis-common-protos | 1.72.0 | непряма |
| PyPI | googleapis-common-protos | 1.75.0 | непряма |
| PyPI | greenlet | 3.2.4 | непряма |
| PyPI | grpcio | — | непряма |
| PyPI | grpcio | 1.76.0 | непряма |
| PyPI | grpcio | 1.78.1 | непряма |
| PyPI | grpcio | 1.80.0 | непряма |
| PyPI | h11 | — | непряма |
| PyPI | h11 | 0.16.0 | непряма |
| PyPI | h2 | 4.3.0 | непряма |
| PyPI | hf-xet | 1.2.0 | непряма |
| PyPI | hf-xet | 1.5.0 | непряма |
| PyPI | hpack | 4.1.0 | непряма |
| PyPI | hpack | 4.2.0 | непряма |
| PyPI | httpcore | 1.0.9 | непряма |
| PyPI | httptools | 0.7.1 | непряма |
| PyPI | httptools | 0.8.0 | непряма |
| PyPI | httpx | — | непряма |
| PyPI | httpx | 0.28.1 | непряма |
| PyPI | httpx-sse | 0.4.1 | непряма |
| PyPI | httpx-sse | 0.4.3 | непряма |
| PyPI | huggingface-hub | 1.15.0 | непряма |
| PyPI | huggingface-hub | 1.3.1 | непряма |
| PyPI | huggingface-hub | 1.4.1 | непряма |
| PyPI | humanfriendly | 10.0 | непряма |
| PyPI | hyperframe | 6.1.0 | непряма |
| PyPI | idna | 3.10 | непряма |
| PyPI | idna | 3.11 | непряма |
| PyPI | idna | 3.15 | непряма |
| PyPI | idna | 3.17 | непряма |
| PyPI | idna | 3.18 | непряма |
| PyPI | importlib-metadata | 8.7.1 | непряма |
| PyPI | importlib-resources | 6.5.2 | непряма |
| PyPI | importlib-resources | 7.1.0 | непряма |
| PyPI | jinja2 | 3.1.6 | непряма |
| PyPI | jiter | 0.10.0 | непряма |
| PyPI | jiter | 0.12.0 | непряма |
| PyPI | jiter | 0.13.0 | непряма |
| PyPI | jiter | 0.15.0 | непряма |
| PyPI | jsonpatch | — | непряма |
| PyPI | jsonschema | 4.25.0 | непряма |
| PyPI | jsonschema | 4.26.0 | непряма |
| PyPI | jsonschema-specifications | 2025.4.1 | непряма |
| PyPI | jsonschema-specifications | 2025.9.1 | непряма |
| PyPI | kubernetes | 34.1.0 | непряма |
| PyPI | kubernetes | 35.0.0 | непряма |
| PyPI | lancedb | — | непряма |
| PyPI | litellm | — | непряма |
| PyPI | markdown-it-py | 3.0.0 | непряма |
| PyPI | markdown-it-py | 4.0.0 | непряма |
| PyPI | markdown-it-py | 4.2.0 | непряма |
| PyPI | markupsafe | 3.0.3 | непряма |
| PyPI | mcp | — | непряма |
| PyPI | mcp | 1.12.2 | непряма |
| PyPI | mcp | 1.25.0 | непряма |
| PyPI | mcp | 1.27.1 | непряма |
| PyPI | mcp | 1.27.2 | непряма |
| PyPI | mcp-toolbox-demo | 0.1.0 | непряма |
| PyPI | mdurl | 0.1.2 | непряма |
| PyPI | memori | — | непряма |
| PyPI | mmh3 | 5.2.0 | непряма |
| PyPI | mmh3 | 5.2.1 | непряма |
| PyPI | mpmath | 1.3.0 | непряма |
| PyPI | multidict | 6.6.3 | непряма |
| PyPI | multitasking | 0.0.13 | непряма |
| PyPI | mypy | 1.18.2 | непряма |
| PyPI | mypy | 2.1.0 | непряма |
| PyPI | nest-asyncio | 1.6.0 | непряма |
| PyPI | notion-client | 3.1.0 | непряма |
| PyPI | numpy | 2.4.1 | непряма |
| PyPI | numpy | 2.4.2 | непряма |
| PyPI | numpy | 2.4.6 | непряма |
| PyPI | oauthlib | 3.3.1 | непряма |
| PyPI | onnxruntime | 1.23.2 | непряма |
| PyPI | onnxruntime | 1.24.2 | непряма |
| PyPI | onnxruntime | 1.26.0 | непряма |
| PyPI | openai | — | непряма |
| PyPI | openai | 1.97.1 | непряма |
| PyPI | openai | 2.15.0 | непряма |
| PyPI | openai | 2.21.0 | непряма |
| PyPI | openai | 2.41.0 | непряма |
| PyPI | openinference-instrumentation | 0.1.42 | непряма |
| PyPI | openinference-instrumentation | 0.1.51 | непряма |
| PyPI | openinference-instrumentation | 0.1.52 | непряма |
| PyPI | openinference-instrumentation | 0.1.53 | непряма |
| PyPI | openinference-instrumentation-agno | 0.1.25 | непряма |
| PyPI | openinference-instrumentation-agno | 0.1.34 | непряма |
| PyPI | openinference-instrumentation-agno | 0.1.35 | непряма |
| PyPI | openinference-semantic-conventions | 0.1.25 | непряма |
| PyPI | openinference-semantic-conventions | 0.1.29 | непряма |
| PyPI | openinference-semantic-conventions | 0.1.30 | непряма |
| PyPI | opentelemetry-api | 1.39.1 | непряма |
| PyPI | opentelemetry-api | 1.42.0 | непряма |
| PyPI | opentelemetry-api | 1.42.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.0 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | непряма |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.42.0 | непряма |
| PyPI | opentelemetry-instrumentation | 0.60b1 | непряма |
| PyPI | opentelemetry-instrumentation | 0.63b0 | непряма |
| PyPI | opentelemetry-instrumentation | 0.63b1 | непряма |
| PyPI | opentelemetry-proto | 1.39.1 | непряма |
| PyPI | opentelemetry-proto | 1.42.0 | непряма |
| PyPI | opentelemetry-sdk | 1.39.1 | непряма |
| PyPI | opentelemetry-sdk | 1.42.0 | непряма |
| PyPI | opentelemetry-sdk | 1.42.1 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.63b0 | непряма |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | непряма |
| PyPI | orjson | 3.11.5 | непряма |
| PyPI | orjson | 3.11.7 | непряма |
| PyPI | orjson | 3.11.9 | непряма |
| PyPI | overrides | 7.7.0 | непряма |
| PyPI | packaging | — | непряма |
| PyPI | packaging | 25.0 | непряма |
| PyPI | packaging | 26.0 | непряма |
| PyPI | packaging | 26.2 | непряма |
| PyPI | pandas | 3.0.3 | непряма |
| PyPI | parallel-web | — | непряма |
| PyPI | peewee | 4.0.5 | непряма |
| PyPI | pgvector | 0.4.2 | непряма |
| PyPI | pillow | — | непряма |
| PyPI | pillow | 12.1.0 | непряма |
| PyPI | pillow | 12.2.0 | непряма |
| PyPI | pinecone | 5.4.2 | непряма |
| PyPI | platformdirs | 4.9.6 | непряма |
| PyPI | posthog | 5.4.0 | непряма |
| PyPI | propcache | 0.3.2 | непряма |
| PyPI | protobuf | 6.33.3 | непряма |
| PyPI | protobuf | 6.33.5 | непряма |
| PyPI | protobuf | 6.33.6 | непряма |
| PyPI | psycopg | — | непряма |
| PyPI | psycopg | 3.3.2 | непряма |
| PyPI | psycopg | 3.3.3 | непряма |
| PyPI | psycopg | 3.3.4 | непряма |
| PyPI | psycopg-binary | — | непряма |
| PyPI | psycopg-binary | 3.3.2 | непряма |
| PyPI | psycopg-binary | 3.3.3 | непряма |
| PyPI | psycopg-binary | 3.3.4 | непряма |
| PyPI | pyasn1 | 0.6.1 | непряма |
| PyPI | pyasn1 | 0.6.3 | непряма |
| PyPI | pyasn1-modules | 0.4.2 | непряма |
| PyPI | pybase64 | 1.4.3 | непряма |
| PyPI | pycparser | 2.23 | непряма |
| PyPI | pycparser | 3.0 | непряма |
| PyPI | pydantic | — | непряма |
| PyPI | pydantic | 2.11.7 | непряма |
| PyPI | pydantic | 2.12.5 | непряма |
| PyPI | pydantic | 2.13.4 | непряма |
| PyPI | pydantic-core | 2.33.2 | непряма |
| PyPI | pydantic-core | 2.41.5 | непряма |
| PyPI | pydantic-core | 2.46.4 | непряма |
| PyPI | pydantic-extra-types | 2.11.0 | непряма |
| PyPI | pydantic-extra-types | 2.11.1 | непряма |
| PyPI | pydantic-settings | — | непряма |
| PyPI | pydantic-settings | 2.10.1 | непряма |
| PyPI | pydantic-settings | 2.12.0 | непряма |
| PyPI | pydantic-settings | 2.13.1 | непряма |
| PyPI | pydantic-settings | 2.14.1 | непряма |
| PyPI | pydantic-settings | 2.14.2 | непряма |
| PyPI | pygments | 2.19.2 | непряма |
| PyPI | pygments | 2.20.0 | непряма |
| PyPI | pyjwt | — | непряма |
| PyPI | pyjwt | 2.10.1 | непряма |
| PyPI | pyjwt | 2.12.1 | непряма |
| PyPI | pyjwt | 2.13.0 | непряма |
| PyPI | pymilvus | — | непряма |
| PyPI | pymongo | — | непряма |
| PyPI | pypika | 0.48.9 | непряма |
| PyPI | pypika | 0.51.1 | непряма |
| PyPI | pyproject-hooks | 1.2.0 | непряма |
| PyPI | pytelegrambotapi | — | непряма |
| PyPI | pytest | — | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-asyncio | — | непряма |
| PyPI | pytest-asyncio | 1.4.0 | непряма |
| PyPI | pytest-cov | 7.1.0 | непряма |
| PyPI | pytest-mock | 3.15.1 | непряма |
| PyPI | pytest-rerunfailures | — | непряма |
| PyPI | python-dateutil | 2.9.0.post0 | непряма |
| PyPI | python-dotenv | — | непряма |
| PyPI | python-dotenv | 1.1.1 | непряма |
| PyPI | python-dotenv | 1.2.1 | непряма |
| PyPI | python-dotenv | 1.2.2 | непряма |
| PyPI | python-multipart | — | непряма |
| PyPI | python-multipart | 0.0.20 | непряма |
| PyPI | python-multipart | 0.0.21 | непряма |
| PyPI | python-multipart | 0.0.22 | непряма |
| PyPI | python-multipart | 0.0.29 | непряма |
| PyPI | python-multipart | 0.0.32 | непряма |
| PyPI | pytz | — | непряма |
| PyPI | pytz | 2026.2 | непряма |
| PyPI | pywin32 | 311 | непряма |
| PyPI | pyyaml | — | непряма |
| PyPI | pyyaml | 6.0.2 | непряма |
| PyPI | pyyaml | 6.0.3 | непряма |
| PyPI | redisvl | — | непряма |
| PyPI | referencing | 0.36.2 | непряма |
| PyPI | referencing | 0.37.0 | непряма |
| PyPI | requests | — | непряма |
| PyPI | requests | 2.32.4 | непряма |
| PyPI | requests | 2.32.5 | непряма |
| PyPI | requests | 2.34.2 | непряма |
| PyPI | requests-oauthlib | 2.0.0 | непряма |
| PyPI | rich | — | непряма |
| PyPI | rich | 13.9.4 | непряма |
| PyPI | rich | 14.1.0 | непряма |
| PyPI | rich | 14.2.0 | непряма |
| PyPI | rich | 14.3.3 | непряма |
| PyPI | rich | 15.0.0 | непряма |
| PyPI | rich-toolkit | 0.17.1 | непряма |
| PyPI | rich-toolkit | 0.19.10 | непряма |
| PyPI | rich-toolkit | 0.19.4 | непряма |
| PyPI | rich-toolkit | 0.19.9 | непряма |
| PyPI | rich-toolkit | 0.20.1 | непряма |
| PyPI | rignore | 0.7.6 | непряма |
| PyPI | rpds-py | 0.26.0 | непряма |
| PyPI | rpds-py | 0.30.0 | непряма |
| PyPI | rpds-py | 2026.5.1 | непряма |
| PyPI | rsa | 4.9.1 | непряма |
| PyPI | ruff | 0.14.3 | непряма |
| PyPI | ruff | 0.15.20 | непряма |
| PyPI | scrapegraph-py | — | непряма |
| PyPI | seltz | — | непряма |
| PyPI | sentry-sdk | 2.49.0 | непряма |
| PyPI | sentry-sdk | 2.53.0 | непряма |
| PyPI | sentry-sdk | 2.60.0 | непряма |
| PyPI | sentry-sdk | 2.61.0 | непряма |
| PyPI | sentry-sdk | 2.61.1 | непряма |
| PyPI | shellingham | 1.5.4 | непряма |
| PyPI | six | 1.17.0 | непряма |
| PyPI | slack-sdk | — | непряма |
| PyPI | smmap | 5.0.2 | непряма |
| PyPI | smmap | 5.0.3 | непряма |
| PyPI | sniffio | 1.3.1 | непряма |
| PyPI | soupsieve | 2.8.3 | непряма |
| PyPI | sqlalchemy | — | непряма |
| PyPI | sqlalchemy | 2.0.43 | непряма |
| PyPI | sqlalchemy | 2.0.45 | непряма |
| PyPI | sqlalchemy | 2.0.46 | непряма |
| PyPI | sqlalchemy | 2.0.49 | непряма |
| PyPI | sqlalchemy | 2.0.50 | непряма |
| PyPI | sse-starlette | 3.0.2 | непряма |
| PyPI | sse-starlette | 3.1.2 | непряма |
| PyPI | sse-starlette | 3.4.4 | непряма |
| PyPI | starlette | 0.47.2 | непряма |
| PyPI | starlette | 0.50.0 | непряма |
| PyPI | starlette | 0.52.1 | непряма |
| PyPI | starlette | 1.0.0 | непряма |
| PyPI | starlette | 1.2.0 | непряма |
| PyPI | starlette | 1.2.1 | непряма |
| PyPI | surrealdb | — | непряма |
| PyPI | sympy | 1.14.0 | непряма |
| PyPI | tavily-python | — | непряма |
| PyPI | tenacity | 9.1.2 | непряма |
| PyPI | tenacity | 9.1.4 | непряма |
| PyPI | tokenizers | 0.22.2 | непряма |
| PyPI | tokenizers | 0.23.1 | непряма |
| PyPI | tomli | 2.2.1 | непряма |
| PyPI | toolbox-core | 0.4.0 | непряма |
| PyPI | tqdm | 4.67.1 | непряма |
| PyPI | tqdm | 4.67.3 | непряма |
| PyPI | tqdm | 4.68.1 | непряма |
| PyPI | twelvelabs | — | непряма |
| PyPI | typer | 0.16.0 | непряма |
| PyPI | typer | 0.16.1 | непряма |
| PyPI | typer | 0.21.1 | непряма |
| PyPI | typer | 0.24.0 | непряма |
| PyPI | typer | 0.25.1 | непряма |
| PyPI | typer | 0.26.3 | непряма |
| PyPI | typer | 0.26.7 | непряма |
| PyPI | typer | 0.26.8 | непряма |
| PyPI | typer-slim | 0.21.1 | непряма |
| PyPI | typer-slim | 0.24.0 | непряма |
| PyPI | typing-extensions | — | непряма |
| PyPI | typing-extensions | 4.14.1 | непряма |
| PyPI | typing-extensions | 4.15.0 | непряма |
| PyPI | typing-extensions | 4.16.0 | непряма |
| PyPI | typing-inspection | 0.4.1 | непряма |
| PyPI | typing-inspection | 0.4.2 | непряма |
| PyPI | unstructured | — | непряма |
| PyPI | urllib3 | 2.3.0 | непряма |
| PyPI | urllib3 | 2.5.0 | непряма |
| PyPI | urllib3 | 2.6.3 | непряма |
| PyPI | urllib3 | 2.7.0 | непряма |
| PyPI | uvicorn | 0.35.0 | непряма |
| PyPI | uvicorn | 0.40.0 | непряма |
| PyPI | uvicorn | 0.41.0 | непряма |
| PyPI | uvicorn | 0.47.0 | непряма |
| PyPI | uvicorn | 0.48.0 | непряма |
| PyPI | uvicorn | 0.49.0 | непряма |
| PyPI | uvloop | 0.22.1 | непряма |
| PyPI | valkey-glide-sync | — | непряма |
| PyPI | watchfiles | 1.1.1 | непряма |
| PyPI | watchfiles | 1.2.0 | непряма |
| PyPI | websocket-client | 1.9.0 | непряма |
| PyPI | websockets | 15.0.1 | непряма |
| PyPI | websockets | 16.0 | непряма |
| PyPI | wrapt | 1.17.2 | непряма |
| PyPI | wrapt | 1.17.3 | непряма |
| PyPI | wrapt | 2.1.2 | непряма |
| PyPI | wrapt | 2.2.1 | непряма |
| PyPI | yarl | 1.20.1 | непряма |
| PyPI | yfinance | 1.3.0 | непряма |
| PyPI | zipp | 3.23.0 | непряма |
Звіт у форматі JSON машиночитний
{
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},
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"created_at": "2022-05-04T15:23:02Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T22:47:49Z",
"description": "Build, run, and manage agent platforms.",
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"license_spdx": "Apache-2.0",
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"primary_language": "Python",
"significant_languages": [
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},
"owner": {
"blog": "https://agno.com",
"name": "Agno",
"type": "Organization",
"login": "agno-agi",
"company": null,
"followers": 1786,
"avatar_url": "https://avatars.githubusercontent.com/u/104874993?v=4",
"created_at": "2022-05-04T00:28:32Z",
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"account_age_days": 1535
},
"activity": {
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"commits_last_year": 2013,
"latest_release_at": "2026-07-17T09:22:24Z",
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"days_since_last_push": 0,
"active_weeks_last_year": 52,
"days_since_latest_release": 0,
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},
"community": {
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"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
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"has_pull_request_template": true
},
"ecosystem": {
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},
"popularity": {
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"stars": 41210,
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},
"ai_readiness": {
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"example_dirs": [
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],
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{
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{
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{
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{
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{
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{
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{
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},
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],
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"name": "AI Readiness",
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],
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{
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},
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"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"cookbook",
"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": "cookbook, examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "cookbook, 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": [],
"report_type": "repository",
"generated_at": "2026-07-17T23:09:46.969277Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/agno-agi/agno.svg",
"full_name": "agno-agi/agno",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.12.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика.