Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.11.0 · метрики 1.13.0 · 2026-07-14 11:26 UTC

mem0ai / mem0

Universal memory layer for AI Agents

TypeScript · PythonApache-2.0★ 60 801 зірка⑂ 7 079 форківз черв. 2023 р.Переглянути на GitHub ↗
#agents#ai#ai-agents#application#chatbots#chatgpt#genai#llm#long-term-memory#memory#memory-management#python#rag#state-management

mem0ai/mem0 має індекс здоров’я 85 зі 100, що відповідає смузі «Відмінний». Найвищий показник — Vitality (99/100), найнижчий — Security (55/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 5 учасників.

85
загалом / 100
Відмінний

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.

85
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

Mem0Організація
1 149 підписників9 публічних репозиторіївз черв. 2023 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
npmmem0ai3.1.0379 4111150 днів тому
PyPImem0ai2.0.123 088 4681810 днів тому

Метрики за категоріями

Життєздатність

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

99Відмінний · 22% загального індексу

Активність розробки

99Відмінний
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
34.6/36Ритм комітів — 50/52 тижнів із комітами
18/18Обсяг комітів — 790 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year790
human_commit_share—
days_since_last_push0
active_weeks_last_year50

Дисципліна релізів

100Відмінний
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 100 релізів
36/36Свіжість релізів — останній реліз 0 дн. тому
27/27Ритм релізів — реліз кожні ~1,3 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count100
latest_release_tagv2.0.12
releases_from_tagsні
days_since_latest_release0
mean_days_between_releases1,3
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?

91Відмінний · 18% загального індексу

Популярність і впровадження

98Відмінний
Як обчислюється оцінка
60/60Зірки — 60 801 зірок
25/25Форки — 7 079 форків
13.2/15Спостерігачі — 237 спостерігачів
Використані вхідні дані
forks7 079
stars60 801
watchers237
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Здоров'я спільноти

77Добрий
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
0/13.5Кодекс 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_conductні
has_pull_request_templateтак

Впровадження в екосистемі (завантаження)

100Відмінний
Як обчислюється оцінка
80/80Щомісячні завантаження — 3 467 879 завантажень/місяць у npm, pypi
0/20Залежні пакети в реєстрі — ця екосистема цього не повідомляє
Використані вхідні дані
packagesmem0ai, mem0ai
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads3 467 879
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?

83Добрий · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

87Відмінний
Як обчислюється оцінка
45.9/54Бас-фактор — на 5 контриб’ютор(ів) припадає половина всіх комітів
17.8/22.5Розподіл комітів — головний контриб’ютор — автор 21% комітів
13.5/13.5Широта контриб’юторів — 100 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Використані вхідні дані
bus_factor5
contributors_sampled100
top_contributor_share0,208

Реактивність на issue та PR

82Добрий
Як обчислюється оцінка
42.4/46.8Вирішення issue — закрито 91% issue
24.6/38.3Прийняття PR — злито 2 395/3 721 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs2 395
open_issues180
closed_issues1 732
issue_closed_ratio0,906
closed_unmerged_prs1 326

Власність та опіка

65Помірний
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
22/25Охоплення власника — 1 149 підписників у mem0ai
13.4/25Послужний список — 9 публічних репозиторіїв, вік облікового запису ~3 р.
Використані вхідні дані
followers1 149
owner_typeOrganization
is_verified—
owner_loginmem0ai
public_repos9
account_age_days1 121

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у npm, pypi
35/35Свіжість публікацій — остання публікація 0 дн. тому
20/20Історія версій — 181 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesmem0ai, mem0ai
ecosystemsnpm, pypi
any_deprecatedні
min_days_since_publish0

Інженерна якість

Чи наявні базові інженерні практики та документація?

92Відмінний · 20% загального індексу

Інженерні практики

94Відмінний
Як обчислюється оцінка
24/24Процеси CI — 20 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .eslintrc.json, eslint.config.js, eslint.config.mjs
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://mem0.ai
10/10Опис репозиторію
10/10Теми — 14 тем
0/10Wiki
Використані вхідні дані
topicsagents, ai, ai-agents, application, chatbots, chatgpt, genai, llm, long-term-memory, memory, memory-management, python, rag, state-management
has_wikiні
homepagehttps://mem0.ai
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

55Помірний · 16% загального індексу

Стан безпеки

55Помірний
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 19 contributing companies or organizations
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 0 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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 100 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,5
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.

95Відмінний · 0% загального індексу

Контекст і настанови для агентів

100Відмінний
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md, CLAUDE.md
15/15Машиночитана документація (llms.txt) — llms.txt наявний
0/40Читабельна історія комітів — немає даних
Використані вхідні дані
has_llms_txtтак
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes29 072
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.

Цикл верифікації (збірка / тести / перевірка типів)

88Відмінний
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, cli/python/Makefile, integrations/openclaw/Makefile, openmemory/Makefile, server/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .eslintrc.json, eslint.config.js, eslint.config.mjs
11/11Статична перевірка типів — cli/node/tsconfig.json, examples/mem0-demo/tsconfig.json, examples/multimodal-demo/tsconfig.json, examples/vercel-ai-sdk-chat-app/tsconfig.json, integrations/mem0-plugin/.opencode-plugin/tsconfig.json, integrations/openclaw/tsconfig.json, integrations/pi-agent-plugin/tsconfig.json, integrations/vercel-ai-sdk/tsconfig.json, mem0-ts/src/community/tsconfig.json, mem0-ts/src/oss/tsconfig.json, mem0-ts/tsconfig.json, openmemory/ui/tsconfig.json, server/dashboard/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — немає даних
0/8Автоматизоване супроводження — немає даних
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilespnpm-lock.yaml, poetry.lock
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile, cli/python/Makefile, integrations/openclaw/Makefile, openmemory/Makefile, server/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configscli/node/tsconfig.json, examples/mem0-demo/tsconfig.json, examples/multimodal-demo/tsconfig.json, examples/vercel-ai-sdk-chat-app/tsconfig.json, integrations/mem0-plugin/.opencode-plugin/tsconfig.json, integrations/openclaw/tsconfig.json, integrations/pi-agent-plugin/tsconfig.json, integrations/vercel-ai-sdk/tsconfig.json, mem0-ts/src/community/tsconfig.json, mem0-ts/src/oss/tsconfig.json, mem0-ts/tsconfig.json, openmemory/ui/tsconfig.json, server/dashboard/tsconfig.json
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

100Відмінний
Як обчислюється оцінка
45/45Типізований код — TypeScript (статично типізована)
54.6/55Керовані розміри файлів — 8/1 056 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageTypeScript
largest_source_bytes177 517
source_files_sampled1 056
oversized_source_files8

Машиночитні інтерфейси

100Відмінний
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — docs/openapi.json
20/20Сервер MCP
40/40Придатні до запуску приклади — examples, notebooks
Використані вхідні дані
example_dirsexamples, notebooks
has_mcp_signalтак
api_schema_filesdocs/openapi.json

Ключові факти

60 801зірок GitHub
100контриб'юторів
790комітів за останні 12 місяців
0днів від останнього пушу
100релізів
5бас-фактор
180відкритих issue
npm, PyPIпакетних екосистем

Докладніше

OpenSSF Scorecard 5.5 / 10
5.5сукупно

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 · 2026-07-14 11:25 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 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
10Security-Policysecurity policy file detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities100 existing vulnerabilities detected
Прямі залежності 12
РеєстрПакетОбмеження версіїМаніфест
npmaxios^1.16.0mem0-ts/package.json
npmopenai^4.93.0mem0-ts/package.json
npmuuid^11.1.1mem0-ts/package.json
npmzod^3.24.1mem0-ts/package.json
PyPIqdrant-client>=1.12.0pyproject.toml
PyPIpydantic>=2.7.3pyproject.toml
PyPIopenai>=1.90.0pyproject.toml
PyPIhttpx>=0.28.0pyproject.toml
PyPIposthog>=7.14.0pyproject.toml
PyPIpytz>=2024.1pyproject.toml
PyPIsqlalchemy>=2.0.31pyproject.toml
PyPIprotobuf>=5.29.6,<7.0.0pyproject.toml
Усі залежності 1 960

Повний розв'язаний набір залежностей із графа залежностей GitHub: 26 прямих і 1 934 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
npmaxios^1.16.0пряма
npmaxios1.17.0пряма
npmopenai4.104.0пряма
npmopenai6.26.0пряма
npmopenai^4.86.2пряма
npmopenai^4.87.2пряма
npmopenai^4.28.0пряма
npmuuid^11.1.0пряма
npmuuid^11.1.1пряма
npmuuid14.0.0пряма
npmuuid13.0.2пряма
npmuuid11.1.1пряма
npmzod3.22.4пряма
npmzod3.25.76пряма
npmzod4.4.3пряма
npmzod^3.23.8пряма
npmzod^3.24.2пряма
npmzod^3.22.4пряма
PyPIhttpx—пряма
PyPIopenai—пряма
PyPIposthog—пряма
PyPIprotobuf—пряма
PyPIpydantic2.10.4пряма
PyPIpytz—пряма
PyPIqdrant-client—пряма
PyPIsqlalchemy—пряма
npm@75lb/deep-merge1.1.4непряма
npm@ai-sdk/anthropic3.0.82непряма
npm@ai-sdk/cohere3.0.36непряма
npm@ai-sdk/gateway3.0.127непряма
npm@ai-sdk/google3.0.80непряма
npm@ai-sdk/groq3.0.39непряма
npm@ai-sdk/openai^1.1.15непряма
npm@ai-sdk/openai3.0.69непряма
npm@ai-sdk/provider3.0.10непряма
npm@ai-sdk/provider-utils4.0.27непряма
npm@alloc/quick-lru5.2.0непряма
npm@anthropic-ai/sdk0.91.1непряма
npm@anthropic-ai/sdk^0.18.0непряма
npm@anthropic-ai/sdk0.40.1непряма
npm@anush008/tokenizers0.0.0непряма
npm@anush008/tokenizers-darwin-universal0.0.0непряма
npm@anush008/tokenizers-linux-x64-gnu0.0.0непряма
npm@anush008/tokenizers-win32-x64-msvc0.0.0непряма
npm@assistant-ui/react^0.8.2непряма
npm@assistant-ui/react-ai-sdk^0.8.0непряма
npm@assistant-ui/react-markdown^0.8.0непряма
npm@aws-crypto/crc325.2.0непряма
npm@aws-crypto/sha256-browser5.2.0непряма
npm@aws-crypto/sha256-js5.2.0непряма
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 55,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 55,
            "inputs": {
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              "checks_evaluated": 17,
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            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
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                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "security_policy",
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              },
              {
                "key": "signed_releases",
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                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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                "status": "missed",
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            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "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",
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                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 95,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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                "key": "agent_instructions",
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                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
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                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
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              "lockfiles": [
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
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                "integrations/openclaw/Makefile",
                "openmemory/Makefile",
                "server/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
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                "examples/multimodal-demo/tsconfig.json",
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                "integrations/mem0-plugin/.opencode-plugin/tsconfig.json",
                "integrations/openclaw/tsconfig.json",
                "integrations/pi-agent-plugin/tsconfig.json",
                "integrations/vercel-ai-sdk/tsconfig.json",
                "mem0-ts/src/community/tsconfig.json",
                "mem0-ts/src/oss/tsconfig.json",
                "mem0-ts/tsconfig.json",
                "openmemory/ui/tsconfig.json",
                "server/dashboard/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, cli/python/Makefile, integrations/openclaw/Makefile, openmemory/Makefile, server/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                "key": "automated_tests",
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                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
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                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json, eslint.config.js, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "cli/node/tsconfig.json, examples/mem0-demo/tsconfig.json, examples/multimodal-demo/tsconfig.json, examples/vercel-ai-sdk-chat-app/tsconfig.json, integrations/mem0-plugin/.opencode-plugin/tsconfig.json, integrations/openclaw/tsconfig.json, integrations/pi-agent-plugin/tsconfig.json, integrations/vercel-ai-sdk/tsconfig.json, mem0-ts/src/community/tsconfig.json, mem0-ts/src/oss/tsconfig.json, mem0-ts/tsconfig.json, openmemory/ui/tsconfig.json, server/dashboard/tsconfig.json"
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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              }
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          },
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            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
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            "notes": [],
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                ],
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              {
                "key": "manageable_file_sizes",
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          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
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            "notes": [],
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                "details": [
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                ],
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              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
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              },
              {
                "key": "runnable_examples",
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                "points": 40,
                "status": "met",
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                      "files": "examples, notebooks"
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                  }
                ],
                "max_points": 40
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            ]
          }
        ],
        "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": "2026-07-14T11:26:22.329863Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mem0ai/mem0.svg",
  "full_name": "mem0ai/mem0",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Пов’язані записи

Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з mem0ai/mem0. Читати поруч →

93deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.Відмінний87langgenius/difyProduction-ready platform for agentic workflow development.Відмінний88google/adk-pythonAn open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.Відмінний94run-llama/llama_indexLlamaIndex is the leading document agent and OCR platformВідмінний89ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3xВідмінний89microsoft/agent-frameworkA framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.Відмінний

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 v0.11.0 — повна методологія · вікі метрик.

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