Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.23.0 · метрики 1.13.0 · 2026-07-21 21:17 UTC
ukkit / memcord
🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summarize Claude/ChatGPT chat history locally. No cloud, no database.
ukkit/memcord має індекс здоров’я 57 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (84/100), найнижчий — Security (24/100). Останнє оновлення було 7 днів тому. Більшість нещодавньої роботи виконує один учасник.
57
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє 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.
57
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
Neeraj TikkuОсобистий обліковий запис
3 підписники25 публічних репозиторіївз груд. 2012 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| npm | memcord | 1.0.0-1 | 34 | 5 | 3125 днів тому | recordmemcord |
| PyPI | memcord | 4.3.0 | - | 6 | 7 днів тому | — |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
84
Активність розробки
73Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 7 дн. тому |
| 13.8/36 | Ритм комітів — 20/52 тижнів із комітами |
| 17.5/18 | Обсяг комітів — 87 комітів за останній рік |
| 6/10 | OpenSSF Scorecard: Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6 |
Використані вхідні дані
| commits_last_year | 87 |
| human_commit_share | 1 |
| days_since_last_push | 7 |
| active_weeks_last_year | 20 |
Дисципліна релізів
100Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 17 релізів |
| 36/36 | Свіжість релізів — останній реліз 7 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~14 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 17 |
| latest_release_tag | v4.3.0 |
| releases_from_tags | ні |
| days_since_latest_release | 7 |
| mean_days_between_releases | 14 |
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?
39
Популярність і впровадження
38У зоні ризику
Як обчислюється оцінка
| 29.9/60 | Зірки — 71 зірок |
| 8.3/25 | Форки — 11 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 11 |
| stars | 71 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Здоров'я спільноти
50Помірний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
Впровадження в екосистемі (завантаження)
26Критичний
Як обчислюється оцінка
| 20.6/80 | Щомісячні завантаження — 34 завантажень/місяць у npm, pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | memcord, memcord |
| dependents | — |
| ecosystems | npm, pypi |
| total_downloads | — |
| monthly_downloads | 34 |
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?
57
Стійкість мейнтейнерів (бас-фактор)
26Критичний
Як обчислюється оцінка
| 9/54 | Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів |
| 4.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 81% комітів |
| 2.7/13.5 | Широта контриб’юторів — 2 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Використані вхідні дані
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,809 |
Реактивність на issue та PR
69Помірний
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 22.3/38.3 | Прийняття PR — злито 7/12 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 7 |
| open_issues | 0 |
| closed_issues | 4 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 5 |
Власність та опіка
46У зоні ризику
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 4.3/25 | Охоплення власника — 3 підписників у ukkit |
| 22.3/25 | Послужний список — 25 публічних репозиторіїв, вік облікового запису ~13 р. |
Використані вхідні дані
| followers | 3 |
| owner_type | User |
| is_verified | — |
| owner_login | ukkit |
| public_repos | 25 |
| account_age_days | 4 976 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 2 пакет(ів) у npm, pypi |
| 35/35 | Свіжість публікацій — остання публікація 7 дн. тому |
| 20/20 | Історія версій — 6 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | memcord, memcord |
| ecosystems | npm, pypi |
| any_deprecated | ні |
| min_days_since_publish | 7 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
70
Інженерні практики
50Помірний
Як обчислюється оцінка
| 0/24 | Процеси CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера |
| 9.6/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0 |
Використані вхідні дані
| has_ci | ні |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | так |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://github.com/ukkit/memcord/releases |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 19 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | ai-assistant, ai-memory, chat-history, claude-desktop, conversation-management, developer-tools, local-storage, mcp-server, memory-management, model-context-protocol, model-context-protocol-server, privacy-focused, python, memory-slots, privacy-first, antigravity, google-antigravity, claude-code, llm |
| has_wiki | так |
| homepage | https://github.com/ukkit/memcord/releases |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
24
Стан безпеки
24Критичний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/28 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 0/10 | Dangerous-Workflow — немає даних |
| 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 |
| 4.5/7.5 | Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6 |
| 0/5 | Packaging — немає даних |
| 0/5 | Pinned-Dependencies — немає даних |
| 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 — немає даних |
| 0/7.5 | Vulnerabilities — 82 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 2,4 |
Виключено з оцінювання (немає даних або не застосовно): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. 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.
52
Контекст і настанови для агентів
40У зоні ризику
Як обчислюється оцінка
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 40/40 | Читабельна історія комітів — намір зазначено у 86 з 98 людських комітів (структурований заголовок або пояснювальний текст) |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | 0,878 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — lockfile |
| 10/10 | Підтверджена практика роботи з агентами — 32 з останніх 98 комітів створено агентом або з його зазначенням |
| 0/8 | Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — немає даних |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | — |
| agent_commit_share | 0,327 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Pinned-Dependencies. Залишкові ваги перенормовано.
Читабельність коду для моделей
52Помірний
Як обчислюється оцінка
| 0/45 | Типізований код — Python без конфігурації перевірки типів |
| 52.4/55 | Керовані розміри файлів — 4/84 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 128 337 |
| source_files_sampled | 84 |
| oversized_source_files | 4 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — examples |
Використані вхідні дані
| example_dirs | examples |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
71зірок GitHub
2контриб'юторів
87комітів за останні 12 місяців
7днів від останнього пушу
17релізів
1бас-фактор
0відкритих issue
npm, PyPIпакетних екосистем
Попередження щодо збору даних
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Докладніше
Історія зірок і форків 71 ★ / 11 ⇿
71Зірки
11Форки
17Релізи
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Мажорні 2Мінорні 8Патчі 7
OpenSSF Scorecard 2.4 / 10
2.4сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 2 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/28 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| н/д | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 6 | Maintained | 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6 |
| н/д | Packaging | packaging workflow not detected |
| н/д | Pinned-Dependencies | no dependencies found |
| 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 |
| н/д | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 82 existing vulnerabilities detected |
Прямі залежності 12
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | mcp | >=1.28.1,<2 | pyproject.toml |
| PyPI | nltk | >=3.8 | pyproject.toml |
| PyPI | aiofiles | >=23.0 | pyproject.toml |
| PyPI | pydantic | >=2.0.0 | pyproject.toml |
| PyPI | requests | >=2.31.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.12.0 | pyproject.toml |
| PyPI | pdfplumber | >=0.10.0 | pyproject.toml |
| PyPI | pypdfium2 | >=5.0.0 | pyproject.toml |
| PyPI | pandas | >=2.0.0 | pyproject.toml |
| PyPI | trafilatura | >=1.8.0 | pyproject.toml |
| PyPI | python-magic | >=0.4.27 | pyproject.toml |
| PyPI | sumy | >=0.11.0 | pyproject.toml |
Усі залежності не зібрано
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
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"ai-assistant",
"ai-memory",
"chat-history",
"claude-desktop",
"conversation-management",
"developer-tools",
"local-storage",
"mcp-server",
"memory-management",
"model-context-protocol",
"model-context-protocol-server",
"privacy-focused",
"python",
"memory-slots",
"privacy-first",
"antigravity",
"google-antigravity",
"claude-code",
"llm"
],
"is_fork": false,
"size_kb": 3746,
"has_wiki": true,
"homepage": "https://github.com/ukkit/memcord/releases",
"languages": {
"Shell": 4800,
"Python": 1528011,
"PowerShell": 7988
},
"pushed_at": "2026-07-14T12:57:10Z",
"created_at": "2025-06-27T04:59:50Z",
"owner_type": "User",
"updated_at": "2026-07-16T09:14:28Z",
"description": "🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summarize Claude/ChatGPT chat history locally. No cloud, no database.",
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"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
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"primary_language": "Python",
"significant_languages": [
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},
"owner": {
"blog": null,
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"type": "User",
"login": "ukkit",
"company": null,
"location": null,
"followers": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/2971609?v=4",
"created_at": "2012-12-05T13:37:08Z",
"is_verified": null,
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"account_age_days": 4976
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"headline": "Fix bandit security warnings",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-25T16:29:44Z",
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"headline": "Fix mypy var-annotated errors and CompressionInfo type mismatch",
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"headline": "Fix critical mypy type errors and no-any-return annotations",
"author_name": "Neeraj Tikku",
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"is_bot": false,
"headline": "Add mypy and bandit to dev dependencies, apply ruff formatting",
"author_name": "Neeraj Tikku",
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"committed_at": "2026-01-25T09:12:37Z",
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"body": "- Remove unused imports (F401)\n- Sort and organize import blocks (I001)\n- Replace deprecated IOError with OSError (UP024)\n- Fix line length violations (E501) by breaking long lines\n- Rename unused loop variable to _ (B007)\n- Apply ruff format to 16 files\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix ruff linting errors and apply formatting",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-25T09:00:35Z",
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"oid": "2084c9614631d7a4782c81bf2f8fba8fadd92acf",
"body": "This workflow automates the release synchronization process from a development repository to a production repository, allowing for customizable inputs such as release version, target branch, and sync method.",
"is_bot": false,
"headline": "Add release synchronization workflow to production",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-25T06:37:56Z",
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"oid": "e06d42504a189e6a414612e56a80c2baf227c3a4",
"body": "- Add GitHub Actions workflow for syncing releases from dev to production\n- Add .releaseexclude for project-specific file exclusions\n- Add local publish scripts (PowerShell and Bash) for manual syncing\n- Update .gitignore with internal development files\n\nThe release-sync workflow supports:\n- Dry run mode for previewing changes\n- Pull request or direct push options\n- Force replace mode for full sync\n- Automatic exclusion of dev-only files\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add release sync workflow and publish scripts",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-25T06:32:43Z",
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"oid": "541bb2344fd84393e20d7b21f982d8e47e375b48",
"body": "The test was using \"select-test-slot\" as the slot name, which contains\nthe SQL keyword \"SELECT\" that is blocked by security validation. This\ncaused memcord_name to fail silently, leaving no active slot set.\n\nChanges:\n- Rename slot from \"select-test-slot\" to \"entry-test-slot\"\n- Add assertions to verify each operation succeeds before proceeding\n- Add descriptive error messages for better debugging\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix test_select_entry_uses_active_slot failing on fresh environments",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T15:54:00Z",
"body_truncated": false,
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{
"oid": "bee90ddddc8fada7f55e277a17ce96f3ac4ba33b",
"body": "Add TOON (Text Object-Oriented Notation) encoding/decoding commands:\n- toon-decode.md\n- toon-encode.md\n- toon-validate.md\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add toon command files to version control",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T14:05:31Z",
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"oid": "2fb72f9758685abe73c21f4c36963289710133df",
"body": "Update .gitignore to track .claude/commands/ directory while keeping\nother .claude subdirectories ignored. Add missing memcord command files:\n- memcord-init.md (renamed from memcord-bind)\n- memcord-clear.md\n- memcord-unbind.md\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add .claude/commands to version control",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T14:03:15Z",
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{
"oid": "f39fc2f00926b7ced388d39960cd7f3e73efdfc2",
"body": "Rename the project binding tool from memcord_bind to memcord_init for\nclearer semantics - \"init\" better conveys the one-time setup nature of\nassociating a project directory with a memory slot.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Rename memcord_bind tool to memcord_init",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T13:54:44Z",
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"oid": "8d82ddb5d0c8ab27b9f20e19f6044048bea5cf3d",
"body": "- Add SelectEntryService for selecting memory entries by timestamp/index\n- Export SelectionRequest and SelectEntryService from services module\n- Refactor server.py: simplify handler implementations\n- Update OPTIMIZE_PLAN.md with current optimization progress\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add SelectEntryService and refactor server.py handlers",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T06:46:29Z",
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"oid": "599e035b20220c18207abe96c7ff65d71e362aa5",
"body": "…dling tests\n\n- Fix OptimizedChatMemoryServer: Initialize schema_optimizer before super().__init__()\n to prevent AttributeError when parent calls overridden _get_basic_tools()\n- Update test_handler_invalid_arguments: Check for error responses instead of exceptions\n since @handle_errors decorator n\n[…]\ndled: Check for graceful handling, not exceptions\n- Fix CacheManager.shutdown(): Await cancelled tasks to prevent \"Task was destroyed\" warnings\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix test failures: OptimizedChatMemoryServer init order and error han…",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T06:44:31Z",
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"oid": "8b73d462f2941af2b530843111d282b53382dcb4",
"body": "New test files for Phase 1-4 optimization changes:\n- test_handler_registry.py: HandlerRegistry, dispatch, tool generation\n- test_response_builder.py: ResponseBuilder, error decorators\n- test_merge_service.py: MergeService validation, preview, execute\n- test_import_service.py: ImportService file/URL/\n[…]\nhive/restore operations\n- test_monitoring_service.py: MonitoringService status, metrics, diagnostics\n\nTest suite: 429 → 616 tests (all passing)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add comprehensive tests for optimization modules (187 new tests)",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-24T02:10:18Z",
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"oid": "650d2a56db5899c16306fae0704af8103504859f",
"body": "Applied @handle_errors decorator to 6 handlers to standardize error handling:\n- _handle_searchmem, _handle_tagmem, _handle_listtags\n- _handle_groupmem, _handle_querymem, _handle_select_entry\n\nRemoved manual try/except blocks - decorator now handles MemcordError\nand generic exceptions consistently.\n\nserver.py: 2,329 lines (-355 from original)\nTests: 429/429 passing\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Server.py optimization: Phase 3 @handle_errors decorator complete",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-22T15:20:37Z",
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"oid": "75aef2fe60206169b6c646fb499b775f0b8a1c5f",
"body": "- Refactored 8 handlers to delegate to service modules\n- Added lazy-loaded service properties (merge, monitoring, compression, archive, import)\n- server.py reduced from 2,684 to 2,354 lines (-330 lines, 12.3%)\n- All 429 tests passing\n\nHandlers integrated:\n- _handle_mergemem → MergeService\n- _handle_\n[…]\nostics → MonitoringService\n- _handle_compressmem → CompressionService\n- _handle_archivemem → ArchiveService\n- _handle_importmem → ImportService\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Server.py optimization: Phase 2 handler integration complete",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-22T14:49:57Z",
"body_truncated": true,
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{
"oid": "19f4b910e069d0de5d541ee87c9f179fef1f0fff",
"body": "Phase 1 (Complete):\n- Created handler_registry.py with O(1) dispatch\n- Replaced 130+ line if/elif chains with dict-based dispatch\n- Added _build_handler_map() and _dispatch_handler() to server.py\n\nPhase 2 (Infrastructure):\n- Created services/ module with 5 service classes:\n - merge_service.py (307 \n[…]\nProject binding tests (test_binding_states.py, test_project_binding.py)\n- OPTIMIZE_PLAN.md with implementation progress\n\nAll 429 tests passing.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Server.py optimization: Phase 1-3 infrastructure",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-22T05:39:13Z",
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{
"oid": "9ebf6435c4938f978749a568e6260142e0eebf46",
"body": null,
"is_bot": false,
"headline": "added star-history",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-20T05:52:25Z",
"body_truncated": false,
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"oid": "b2f59a3a98b675f6c75d5fe9d1a17050987d89bf",
"body": null,
"is_bot": false,
"headline": "fixed linter errors",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-19T08:59:12Z",
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{
"oid": "03d9aec346e6640e89f075c110fe85fecc1adafd",
"body": null,
"is_bot": false,
"headline": "cleanup",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-19T07:48:23Z",
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"oid": "09804a6a5160dfd825c7daa9a78b289f2fe72687",
"body": null,
"is_bot": false,
"headline": "cleanup",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-19T07:48:19Z",
"body_truncated": false,
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{
"oid": "3a5f815c176367f75805b9f6d1be49406792b827",
"body": " - Windows PowerShell installer (install.ps1) for one-line installation\n - Centralized config-templates/ folder with platform-specific configs\n - Cross-platform config generator (scripts/generate-config.py)\n - Windows cmd /c wrapper support for proper process spawning\n - Updated MCP SDK version constraint to v1.22-2.0 for stability\n - Logging configuration to prevent stdout corruption in STDIO mode",
"is_bot": false,
"headline": "Cross-Platform Support & MCP Compliance:",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-19T07:45:55Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "bca30f0b4db9190088a4cb0fcd189aee3d8e50cb",
"body": " - Windows PowerShell installer (install.ps1) for one-line installation\n - Centralized config-templates/ folder with platform-specific configs\n - Cross-platform config generator (scripts/generate-config.py)\n - Windows cmd /c wrapper support for proper process spawning\n - Updated MCP SDK version constraint to v1.22-2.0 for stability\n - Logging configuration to prevent stdout corruption in STDIO mode",
"is_bot": false,
"headline": "Cross-Platform Support & MCP Compliance:",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-19T07:43:15Z",
"body_truncated": false,
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"oid": "ccabcd5d7bf4d2b3d63ad7cffd4240721a688e5e",
"body": null,
"is_bot": false,
"headline": "Added Google Antigravity IDE configuration template and documentation",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-16T11:23:20Z",
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{
"oid": "da8bb8bc35f5229be35c5efd16f9d428fefde017",
"body": " - ✅ Comprehensive VSCode configuration templates\n - ✅ 16 reusable prompt templates for GitHub Copilot workflows\n - ✅ Automated verification script for setup validation\n - ✅ MCP registry metadata for marketplace discovery\n - ✅ Full integration test suite (26 tests passing)\n - ✅ Complete documentation for enterprise deployment, security, and workflows",
"is_bot": false,
"headline": "New in v2.3.5",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2026-01-12T07:05:52Z",
"body_truncated": false,
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{
"oid": "17a01b8f559a4ad94f15067df20d01303faca636",
"body": " - MCP SDK: 1.22.0 (released November 20, 2025)\n - MCP Protocol: 2025-11-25 (released November 25, 2025)",
"is_bot": false,
"headline": "Updated MCP SDK & MCP Protocol to latest:",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2025-11-27T08:02:50Z",
"body_truncated": false,
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"oid": "50e070999650c3fb45cd42e306b9da2990ec10e7",
"body": "Fix search functionality and CI/CD issues",
"is_bot": false,
"headline": "Merge pull request #13 from aaronlippold/search-fix-cicd-cleanup",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2025-11-10T12:20:33Z",
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{
"oid": "86e5245716af26b56d1e6cef185955665a4e5851",
"body": "**Coverage**: 22 end-to-end integration tests across 4 test classes\n\n**Test Classes**:\n1. TestBasicWorkflows (6 tests)\n - Save and search workflow\n - Acronym searches (CI/CD, API, UI, DB, AWS)\n - Cross-session discovery\n - Tag filtering\n - List and read workflows\n\n2. TestConcurrentWorkflow\n[…]\nealistic usage)\n- Validate real-world workflows, not just individual commands\n\n**Results**: All 282 tests passing (250 existing + 10 staleness + 22 E2E)\n\nAuthored by: Aaron Lippold <lippold@gmail.com>",
"is_bot": false,
"headline": "test: Add comprehensive E2E workflow tests for all memcord commands",
"author_name": "Aaron Lippold",
"author_login": "aaronlippold",
"committed_at": "2025-11-09T22:19:46Z",
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{
"oid": "4bc0b09196bb6f514cb156a7275459b12cfeeaf9",
"body": "**Bug #1: Acronym Tokenization (CRITICAL)**\n- Problem: Search tokenizer filtered words with len <= 2\n- Impact: CI, CD, UI, UX, DB, API, AWS and other acronyms were unsearchable\n- Fix: Changed tokenizer from 'len > 2' to 'len > 1' (src/memcord/search.py:178)\n- Result: All 2-letter acronyms now search\n[…]\n broken for:\n- Cross-session workflows\n- Multi-instance collaboration\n- External modifications\n- Common acronym searches (CI/CD, API, UI, DB, AWS, etc.)\n\nAuthored by: Aaron Lippold <lippold@gmail.com>",
"is_bot": false,
"headline": "fix: Resolve critical search functionality bugs",
"author_name": "Aaron Lippold",
"author_login": "aaronlippold",
"committed_at": "2025-11-09T22:06:10Z",
"body_truncated": true,
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},
{
"oid": "af23f9eb52a47606b94ee3fbe5f3a273614c8d0c",
"body": "- Remove @functools.lru_cache from instance method to prevent memory leak (B019)\n- Convert _get_mime_type to static method (no state dependency)\n- Pin pypdfium2>=5.0.0 to avoid yanked 4.30.1 version with text extraction regression\n- Update uv.lock with pypdfium2 5.0.0\n\nAll 250 tests passing, ruff checks clean.\n\nAuthored by: Aaron Lippold <lippold@gmail.com>",
"is_bot": false,
"headline": "fix: Resolve CI/CD linting issues and dependency warnings",
"author_name": "Aaron Lippold",
"author_login": "aaronlippold",
"committed_at": "2025-11-09T14:05:30Z",
"body_truncated": false,
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},
{
"oid": "b79602fba6a73bc4e8011afd7a3990263bd49dc1",
"body": " - Cache tool definitions to avoid redundant list_tools() calls\n - Lazy load TextSummarizer, QueryProcessor, Importer, Merger\n - Extract 8 error message constants (eliminate 30+ duplicates)\n - Add LRU cache to _get_mime_type() method\n - All 250 tests pass, zero breaking changes",
"is_bot": false,
"headline": " perf: Add caching, lazy imports, and error constants for 15% speedup",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2025-11-07T11:33:03Z",
"body_truncated": false,
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{
"oid": "60bfa85e3ec07823c83a9c51095c2e4d5c9d04d6",
"body": "…-error\n\nComprehensive Testing & Critical Bug Fixes",
"is_bot": false,
"headline": "Merge pull request #11 from aaronlippold/fix-storage-health-coroutine…",
"author_name": "Neeraj Tikku",
"author_login": "ukkit",
"committed_at": "2025-10-06T03:31:41Z",
"body_truncated": false,
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{
"oid": "9bd0ad91358259f4bc8588ed38d9841e2f8b20f9",
"body": "- Merge upstream v2.3.2 async/await fixes\n- Keep modern type hints (list[T] vs List[T])\n- Maintain clean formatting and DRY patterns\n- Fix duplicate await call in generate_system_report\n- Update version to v2.3.2\n\nAuthored by: Aaron Lippold<lippold@gmail.com>",
"is_bot": false,
"headline": "merge: Integrate upstream v2.3.2 with modern Python conventions",
"author_name": "Aaron Lippold",
"author_login": "aaronlippold",
"committed_at": "2025-10-02T15:30:32Z",
"body_truncated": false,
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{
"oid": "bef49f3a3fc41d09ec6e438a4c42228430e0f2ca",
"body": "- Merge with upstream v2.3.1 dependencies\n- Apply linting to protect_data.py utility\n- Update uv.lock with latest dependency resolution\n- Maintain compatibility with upstream changes\n\nAuthored by: Aaron Lippold<lippold@gmail.com>",
"is_bot": false,
"headline": "chore: Update dependencies and data protection utilities",
"author_name": "Aaron Lippold",
"author_login": "aaronlippold",
"committed_at": "2025-10-02T15:14:49Z",
"body_truncated": false,
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{
"oid": "9ea9c0eb8fd3d4e159325c6e758dea46389b1a31",
"body": "- Fix 74 linting errors (UP038, B904, F841, E501, etc.)\n- Apply modern Python type hints and syntax\n- Remove unused variables and redundant code\n- Fix exception handling and line length issues\n- Apply MCP SDK formatting standards\n\nAuthored by: Aaron Lippold<lippold@gmail.com>",
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"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "3 followers of ukkit",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 3,
"login": "ukkit"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "25 public repos, account ~13 yr old",
"points": 22.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 25
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"memcord",
"memcord"
],
"ecosystems": "npm, pypi",
"any_deprecated": false,
"min_days_since_publish": 7
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "2 package(s) on npm, pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 2,
"ecosystems": "npm, pypi"
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"max_points": 25
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{
"key": "publish_recency",
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"detail": "latest publish 7 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 7
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],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "6 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 6
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 70,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
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"note": null,
"notes": [],
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{
"key": "tests_present",
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"points": 24,
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{
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"points": 16,
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{
"key": "pre_commit_hooks",
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"points": 9.6,
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"details": [],
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{
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 0,
"status": "missed",
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]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"developer-tools",
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"model-context-protocol",
"model-context-protocol-server",
"privacy-focused",
"python",
"memory-slots",
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"antigravity",
"google-antigravity",
"claude-code",
"llm"
],
"has_wiki": true,
"homepage": "https://github.com/ukkit/memcord/releases",
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},
"components": [
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{
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{
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"points": 10,
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"details": [],
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},
{
"key": "topics",
"name": "Topics",
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"details": [
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{
"key": "wiki",
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"points": 10,
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"max_points": 10
}
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}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
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"name": "Security",
"value": 24,
"weight": 0.16,
"metrics": [
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"key": "security_posture",
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"note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"packaging",
"pinned_dependencies",
"signed_releases",
"token_permissions"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 24,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 13,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 5,
"scorecard_aggregate": 2.4
},
"components": [
{
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"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
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},
{
"key": "ci_tests",
"name": "CI-Tests",
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"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": [],
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},
{
"key": "code_review",
"name": "Code-Review",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
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"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": "8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "82 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 4
},
"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": 52,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"legible_history_share": 0.878,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
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"max_points": 15
},
{
"key": "legible_commit_history",
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{
"code": "legible_history",
"params": {
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"code": "excluded_no_data",
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},
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"code": "weights_renormalized",
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],
"value": 59,
"inputs": {
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},
{
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{
"key": "manageable_file_sizes",
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]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
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"notes": [],
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"inputs": {
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"examples"
],
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},
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{
"key": "api_schema_openapi_graphql_proto",
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"details": [],
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},
{
"key": "mcp_server",
"name": "MCP server",
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"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
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"status": "met",
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{
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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": [
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],
"report_type": "repository",
"generated_at": "2026-07-21T21:17:29.206967Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/ukkit/memcord.svg",
"full_name": "ukkit/memcord",
"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 v0.23.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — npm, PyPI.