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mcp-chat-cards

MCP-сервер (Model Context Protocol), который отображает интерактивные HTML-карточки в настольных чат-клиентах. Вместо стен текста в разговоре появляются вкладки, таблицы, диаграммы, формы, короткие видеоклипы, сворачиваемые секции и нумерованные планы. На хостах, поддерживающих расширение MCP Apps (SEP-1865), карточки отображаются прямо в разговоре как песочные iframe; другие хосты получают каждую карточку как самодостаточный встроенный HTML-ресурс.

Возможности

  • Карточки-вкладки: просмотр разных контекстов одной темы рядом (по языку, по ОС, по уровню навыков), включая примеры кода с кнопками копирования.

  • Карточки-таблицы: создание HTML-таблиц из явных строк или слабо разделённого сырого текста. Разделители определяются автоматически, столбцы выравниваются, а ячейки с URL становятся ссылками.

  • Карточки-диаграммы: динамически генерируемые SVG-диаграммы (столбчатые, линейные, круговые и кольцевые) с легендами и сворачиваемой таблицей данных для доступности.

  • Карточки-формы: формы, которые пользователь заполняет, чтобы дать разговору контекст и направление. Отправка возвращает значения в чат как следующий промпт.

  • Зеркальные веб-формы: загрузка реальной страницы, пересоздание одной из её форм в виде карточки, затем отправка реальной формы сайта с введёнными пользователем значениями через submit_web_form.

  • Видеокарточки: HTML-плееры <video> для коротких клипов.

  • Анимационные карточки: анимированные клипы, созданные моделью, когда прямого URL видео нет — последовательные сцены текста, поэтапное появление маркированных списков, простые SVG-диаграммы, которые рисуют себя сами, и однолинейные графики, которые приближают диапазон данных, обсуждаемый в разговоре, — всё с элементами управления в стиле видео: воспроизведение/пауза, повтор и прогресс.

  • Карточки «показать/скрыть»: сворачиваемые секции с элементами управления «показать всё/скрыть всё».

  • Карточки-списки: вложенные упорядоченные списки с нумерацией 1., 1.1., 1.1.1. через CSS-счётчики.

  • Карточки-документы: отображение markdown-документа (руководства или пошагового описания, написанного моделью) как одной интерактивной карточки со сворачиваемыми секциями, стилизованными таблицами и копируемым кодом.

  • Карточки-экскурсии по коду: представление проекта как одной вкладки на каждый исходный файл, в порядке, заданном файлами (README и манифесты поднимаются вверх), с кодом, помеченным по языку, и кнопками копирования.

  • Приём файлов, созданных моделью: чтение локальных текстовых файлов и распаковка zip-архивов, которые модель создала ранее в разговоре, чтобы её собственные результаты напрямую попадали в карточки без повторного ввода.

  • Автоматическое разбиение на части: большие документы и проекты упаковываются в части, каждая из которых остаётся в пределах бюджета размера карточки, чтобы хосты никогда не обрезали слишком большой результат. Каждая часть отображается как отдельная карточка, а в результате точно указано, как получить следующую.

  • Получение справочных материалов: fetch_reference загружает публичную страницу и возвращает структурированные данные (заголовки, текст, таблицы, изображения, ссылки, спецификации форм), готовые для передачи в инструменты карточек.

  • Карточки-репетиторы: образовательные карточки могут помечать термины, которые показывают всплывающие подсказки после наведения курсора, и определять действия контекстного меню по правому клику, отправляющие предвиденные моделью промпты.

  • Перемещаемый контент: блоки карточек можно перетаскивать для изменения порядка; перетаскивание блока из карточки переносит его как HTML, а у каждой карточки есть кнопка «Copy card», которая копирует автономный HTML для вставки в другие ответы или файлы.

  • Переключатели заголовка: в заголовке каждой карточки есть кнопка </>, которая показывает или скрывает собственный HTML-код карточки в панели кода, и кнопка-шеврон рядом с ней, которая сворачивает карточку до строки заголовка и снова разворачивает её.

  • Копируемые карточки: в контекстном меню каждой карточки есть встроенный пункт «Copy card», который копирует автономный HTML, повторяя кнопку в заголовке. Для визуального размещения get_insert_bookmarklet возвращает букмарклет, который показывает плавающий пункт «Insert Card» при правом клике и вставляет скопированную карточку в это место (локальный предпросмотр страницы; исчезает при перезагрузке).

Related MCP server: mcp-apps-generative-ui-showcase

Когда модели следует вызывать этот сервер

Сервер рекламирует себя для разговоров об исследованиях, образовании, профессиональных навыках, общих хобби-навыках (столярное дело, искусство и тому подобное), профессиональных темах, истории и новостях, а также смежных предметах, всякий раз, когда карточка передаёт информацию лучше, чем текст.

Установка

git clone https://github.com/jhauga/mcp-chat-cards.git
cd mcp-chat-cards
npm install
npm run build

Требуется Node.js 18.17 или новее.

Использование с Claude Desktop

Добавьте сервер в claude_desktop_config.json (Settings > Developer > Edit Config), указав путь к месту, куда вы клонировали репозиторий:

{
  "mcpServers": {
    "chat-cards": {
      "command": "node",
      "args": ["C:/path/to/mcp-chat-cards/dist/index.js"]
    }
  }
}

Перезапустите настольный клиент после сохранения. Та же команда stdio работает в любом MCP-хосте; для хостов, поддерживающих MCP UI-ресурсы, карточки отображаются как песочные iframe.

Инструменты

Инструмент

Назначение

create_tab_card

Вкладки с разными представлениями одной темы (текст, HTML или код на вкладку)

create_table_card

HTML-таблица из строк или сырого текста с определением разделителей

create_chart_card

SVG-диаграмма (столбчатая, линейная, круговая или кольцевая) с таблицей данных

create_form_card

Форма, отправка которой становится следующим промптом разговора

create_video_card

HTML-видеоплеер для короткого клипа (прямой URL файла, data:video/* или blob:; страницы стриминговых платформ отклоняются)

create_reveal_card

Сворачиваемые секции «показать/скрыть» (текст, HTML или код в каждой секции)

create_list_card

Вложенный последовательный план (1., 1.1., 1.1.1.)

create_markdown_card

Отображение markdown-документа (содержимое или путь к файлу) как одной карточки

create_code_tour_card

Отображение проекта (путь к zip или явные файлы) как вкладок файлов

read_local_file

Чтение локального текстового файла для просмотра или создания карточек

unpack_archive

Список содержимого локального zip и возврат текстовых файлов

fetch_reference

Загрузка публичной страницы и возврат структурированных извлечённых данных

mirror_web_form

Пересоздание веб-формы сайта как интерактивной карточки

submit_web_form

Отправка подтверждённых пользователем значений в реальную форму сайта

Пример: create_table_card

{
  "title": "JavaScript array methods",
  "headers": ["Method", "Purpose"],
  "rows": [
    ["map", "Transform each item"],
    ["filter", "Keep matching items"],
    ["reduce", "Fold items into one value"]
  ]
}

Результат: текстовое резюме плюс встроенный ресурс (ui://mcp-chat-cards/<id>, text/html), содержащий полный документ карточки.

Пример: create_form_card

{
  "title": "Study preferences",
  "promptTemplate": "Teach {{topic}} with {{style}} examples.",
  "fields": [
    { "name": "topic", "label": "Topic", "required": true },
    { "name": "style", "type": "select", "options": ["practical", "theoretical"] }
  ]
}

Когда пользователь отправляет карточку, заполненный шаблон публикуется на хосте как следующий промпт. Если хост не потребляет сообщение, карточка показывает текст промпта с кнопкой копирования в качестве запасного варианта.

Пример: подключение файлов, созданных моделью

Предположим, ранее в разговоре модель собрала небольшой проект и передала project.zip плюс руководство GUIDE.md. Вместо того чтобы пользователь вручную распаковывал и читал их, модель превращает их в интерактивные карточки двумя вызовами:

{ "path": "C:/Users/jane/Downloads/GUIDE.md" }

отправленный в create_markdown_card, отображает всё руководство как одну карточку: первый H1 становится заголовком, каждая секция H2 сворачивается в «показать/скрыть», таблицы получают стиль карточки, а каждый блок кода в кавычках получает кнопку копирования.

{
  "title": "Project source tour",
  "archivePath": "C:/Users/jane/Downloads/project.zip",
  "intro": "Read the guide card first, then follow these files in order."
}

отправленный в create_code_tour_card, распаковывает архив в памяти и отображает по одной вкладке на каждый текстовый файл, в порядке README, манифест, затем исходный код, каждый с пометкой языка и кнопкой копирования. Явные files сохраняют порядок, заданный вызывающим (README и манифесты поднимаются в начало), так что продуманный порядок обучения — модель данных, затем ошибки, затем точка входа — отображается как написано, а не в алфавитном порядке. Кэши сборки (target/, node_modules/) и двоичные записи пропускаются автоматически. Используйте unpack_archive или read_local_file сначала, когда модели нужно просмотреть содержимое, прежде чем решать, какие карточки создавать.

Когда документ или проект превышает бюджет размера карточки (по умолчанию около 32 000 символов разметки карточки, настраивается через MCP_CHAT_CARDS_CARD_BUDGET), инструмент разбивает его по естественным границам — секции H2 для документов, целые файлы для экскурсий — и возвращает часть 1 с инструкцией вида «вызовите create_code_tour_card снова с part: 2». Модель повторяет вызов, пока каждая часть не будет отображена как отдельная карточка, а слишком большие отдельные файлы обрезаются с видимым уведомлением.

Бюджет измеряется по стоимости файла после рендеринга, а не по его длине на диске: исходный код экранируется в HTML в панели вкладки, где один < становится четырьмя символами, поэтому несколько файлов, насыщенных разметкой, могут стоить гораздо больше, чем их сырой размер. Каждый готовый результат затем измеряется ещё раз относительно потолка хоста (около 40 000 символов сериализованного результата, настраивается через MCP_CHAT_CARDS_RESULT_LIMIT). Карточка, которая всё ещё слишком велика и не может разделиться сама — например, таблица с тысячами строк — возвращает действенную ошибку с указанием превышения, а не слишком большой результат, который хост молча отказался бы отображать.

Пример: зеркальная веб-форма

  1. mirror_web_form с { "url": "https://example.com/newsletter" } отображает форму подписки страницы как карточку.

  2. Пользователь заполняет её и отправляет; карточка возвращает структурированные данные в чат.

  3. Модель проверяет значения с пользователем, затем вызывает submit_web_form с этими данными, чтобы отправить реальную форму, и сообщает HTTP-результат.

Как отображаются карточки

Сервер поддерживает два пути доставки, которые хост выбирает автоматически:

Встроенно в разговор (MCP Apps, SEP-1865). Сервер заранее объявляет один UI-шаблонный ресурс по адресу ui://mcp-chat-cards/card.html с MIME-типом text/html;profile=mcp-app, и каждый инструмент карточек ссылается на него через _meta.ui.resourceUri и объявляет схему вывода (хосты отбрасывают structuredContent у инструментов без схемы, оставляя карточке нечего рисовать). Хосты, поддерживающие расширение Apps (включая недавние сборки Claude Desktop), отображают шаблон встроенно в чат как песочный iframe, выполняют рукопожатие ui/initialize и доставляют ему результат инструмента. Шаблон защищается от частей, которые молча выходят из строя: он объявляет ui/notifications/initialized как по таймауту, так и по ответу на рукопожатие (хост удерживает результат инструмента, пока не увидит объявление), находит полезную нагрузку карточки глубоким поиском, а не по одному фиксированному вложению, сообщает ui/notifications/size-changed после каждой отрисовки и при изменении размера, чтобы iframe принимал свою реальную высоту, и принимает тему хоста (включая полную тёмную палитру). Взаимодействия с карточкой передаются обратно через JSON-RPC postMessage: отправки форм и действия контекстного меню становятся запросами ui/message (следующий промпт разговора), ссылки идут через ui/open-link, а телеметрия использует уведомления журналирования.

Автономный документ как запасной вариант. Для клиентов, не объявивших расширение Apps, каждый результат содержит ссылку на ui://mcp-chat-cards/html/<card-id>. Чтение этого ресурса возвращает ту же карточку в виде автономного HTML-документа (встроенные CSS и JS, строгая Content-Security-Policy, без внешних скриптов). Хосты без поддержки Apps, но с рендерингом в стиле MCP-UI, показывают этот документ в изолированной панели; там карточка отправляет сообщения в стиле MCP-UI (prompt, notify, link).

Документ намеренно не встраивается в результат инструмента. Его тема и среда выполнения байт-в-байт идентичны в каждой карточке, поэтому встраивание повторяло бы около 16 КБ шаблонного кода на каждый вызов: это вытесняло контекст вызывающей стороны и было основной причиной, по которой обычная карточка могла превысить лимит результата хоста и не отображаться вовсе. Установите MCP_CHAT_CARDS_EMBED_HTML=1, чтобы восстановить встроенную копию для хоста, который не может следовать по ссылке на ресурс. Сервер хранит последние 24 отрендеренные карточки для чтения.

Единая форма результата

Каждый инструмент карточки возвращает одни и те же три элемента, независимо от вида карточки:

Часть

Содержимое

content[0]

Текстовое резюме карточки, осмысленное само по себе

content[1]

Ссылка на ресурс автономного HTML (опускается для хостов Apps)

structuredContent

{ "card": { "articleHtml": "…", "config": { "id", "kind", … } } }

Поверхность рендеринга

Карточки отображаются встроенно в боковой панели десктопного приложения Claude. Другие поверхности (мобильные и веб) получают текстовое резюме и структурированные данные, но не отрисовывают карточку, поэтому каждое резюме написано так, чтобы быть самостоятельным, а инструментам предписано также озвучивать вывод карточки в разговоре.

Текстовые поля — это обычный текст

Каждое текстовое поле, которое принимает инструмент — заголовки, метки, значения ячеек, подсказки репетитора — является обычным текстом и экранируется сервером ровно один раз. Вызывающие стороны не должны предварительно экранировать: передавайте Predict, Spot & Fix, а не Predict, Spot &amp; Fix.

Входные данные никогда не декодируются предварительно, ни в одном поле. Вызывающий, который всё же передаёт &amp;, получит карточку, отображающую шесть символов &amp;, потому что именно это руководство, документирующее HTML, экранирование или шаблонизацию, хочет показать своему читателю. Правило одинаково везде, поэтому одна и та же строка отображается идентично в ячейке таблицы, вкладке, таблице Markdown и примере кода.

Сырой HTML учитывается только в полях с именем html (секции create_tab_card и create_reveal_card), где он санируется: скрипты, обработчики событий, фреймы, формы и опасные URL удаляются, а форматирование вроде <b> и <i> сохраняется. Во всех остальных местах — включая HTML, написанный внутри документа create_markdown_card — теги отображаются как буквальный текст, поэтому для форматирования там используйте синтаксис Markdown. Экранированный блочный HTML оборачивается в абзац, подразумеваемый структурой Markdown, а не вставляется между соседними элементами как свободный текст; HTML-комментарии удаляются, а не показываются, поскольку директива <!-- markdownlint-disable --> — это не проза.

Где разрешаются пути

create_markdown_card(path), create_code_tour_card(archivePath), read_local_file и unpack_archive разрешают пути в файловой системе машины, на которой работает этот сервер. Когда сервер доступен через удалённый мост, это не песочница вызывающей стороны: файл, сгенерированный моделью на её стороне, здесь не существует. В этом случае передавайте содержимое встроенно (markdown, files). Путь из чужой операционной системы — например, /home/demo-user/project.zip, отправленный на сервер под Windows, — отклоняется с ошибкой, указывающей на несоответствие, а не разрешается на диск, где его никогда не было; то же касается путей Windows, отправленных на POSIX-сервер, и неразвёрнутых путей ~/. Установите MCP_CHAT_CARDS_FS_ROOT, чтобы ограничить локальные чтения одним каталогом.

Заметки об интерактивности и ограничениях

  • Перетаскивание упорядочивает блоки внутри одной карточки. Перетаскивание блока за пределы карточки переносит его HTML в данных перетаскивания; вставка в другой ответ требует поддержки хоста, которую десктопные чат-клиенты обычно пока не предоставляют.

  • «Копировать карточку» копирует автономный HTML-документ, чтобы карточку можно было воспроизвести в другом ответе, файле или вкладке браузера.

  • Подсказки репетитора появляются после наведения на отмеченный термин примерно на 1,2 секунды; карточка также уведомляет хост, чтобы модель могла продолжить, пока пользователь изучает. Каждый термин отмечается один раз на карточку (при пересечении двух выигрывает самый длинный), дубликаты в списке терминов игнорируются, а разметка никогда не происходит внутри примеров кода, нативных всплывающих подсказок или подсказки другого термина. Сопоставление чувствительно к регистру, поэтому подсказка, написанная для PATH, не прикрепляется к файловой системе path; установите caseInsensitive: true для термина, чтобы сопоставлять любой регистр. Передайте tutorTermsInCode: true в create_code_tour_card, чтобы включить код.

  • Каждый результат карточки содержит structuredContent.parts как { current, total, hasMore }, поэтому одна проверка полноты работает для всех типов карточек. Пока hasMore истинно, часть содержимого скрыта, и вызывающий снова вызывает тот же инструмент с part: current + 1. Только create_markdown_card и create_code_tour_card могут разделяться; все остальные карточки всегда сообщают { current: 1, total: 1, hasMore: false }. Отрисованный заголовок сохраняет читаемый суффикс (part 1 of 2) для читателя.

  • Порог разделения измеряется по отрисованным символам, а не по входным данным, которые пишет вызывающий. Экранирование непредсказуемо расширяет исходный текст — <, >, & и кавычки превращаются в четыре-шесть символов каждая — поэтому полезная нагрузка, которая выглядит значительно ниже бюджета, может его превысить, а более крупная на вид — нет. Читайте parts.hasMore, а не предсказывайте по размеру ввода. Документ Markdown без заголовков H2 не имеет границы разделения и всегда отображается одной частью.

  • Контекстные действия по правому клику определяются моделью для каждой карточки; {{selection}} в промпте действия заменяется выделенным текстом пользователя.

Безопасность

  • Инструменты локальных файлов (read_local_file, unpack_archive, а также входные пути/архивы для карточек документов и туров по коду) читают только текст, ограничивают размеры, отклоняют бинарные файлы и ограничивают извлечение архивов (количество записей, размер каждого файла и общий объём). Установите MCP_CHAT_CARDS_FS_ROOT, чтобы ограничить все локальные чтения одним каталогом.

  • Исходящие запросы ограничены URL http(s), разрешающимися в публичные адреса. Localhost, RFC 1918, link-local, CGNAT и эквивалентные диапазоны IPv6 блокируются, перенаправления повторно проверяются, размеры тел ограничены, а запросы имеют тайм-аут. Устанавливайте MCP_CHAT_CARDS_ALLOW_PRIVATE=1 только если вам действительно нужны внутрисетевые запросы.

  • Весь текст, предоставленный моделью и пользователем, экранируется в HTML; полученный сторонний HTML санируется (скрипты, обработчики событий, фреймы, формы и опасные URL удаляются).

  • Карточки поставляются со строгой CSP и не загружают внешних скриптов, таблиц стилей или шрифтов.

  • submit_web_form следует вызывать только со значениями, которые пользователь ввёл в зеркальной форме карточки или явно подтвердил.

Отладка карточек в Claude Desktop

Если карточка монтируется, но остаётся пустой, сбой обычно молчалив, поэтому шаблон записывает всё в консоль:

  1. Включите режим разработчика в Claude Desktop (Настройки, Разработчик), затем откройте инструменты разработчика webview для разговора.

  2. Отфильтруйте консоль по [mcp-chat-cards]. Каждое JSON-RPC-сообщение, которое карточка отправляет и получает, логируется с направлением (tx/rx), поэтому отсутствующий ответ на рукопожатие или недоставленный результат инструмента виден сразу.

  3. Выполните window.__mccDebug() в этой консоли для снимка: версия шаблона, было ли объявлено initialized, отрисовалась ли карточка, отрендеренный HTML карточки и последние 50 сообщений протокола. Вставьте его вывод при сообщении о проблеме рендеринга.

Дополнительные порты

Папка extension/ содержит дополнительные порты инструментов карточек для других хостов. Оба автономны — они не импортируют из src/ или dist/, и MCP-сервер на них не влияет.

  • extension/github/ — расширение GitHub Copilot canvas с именем chat-cards. Агент управляет теми же видами карточек (вкладки, таблицы, диаграммы, формы, показать/скрыть, последовательные списки, документы Markdown, видео) через действия canvas, а отправленные формы возвращаются в разговор как промпты. Его README описывает список действий, отличия от MCP-инструментов и то, как папка соотносится с макетом вклада awesome-copilot.

  • extension/claude/ — шаблон артефакта Claude: одна автономная HTML-страница, чей блок спецификации карточки Claude заполняет и публикует как артефакт. Формы и действия по правому клику создают промпты, которые пользователь копирует обратно в разговор.

Разработка

npm run build      # compile TypeScript to dist/
npm test           # run the vitest suite (unit + in-memory MCP integration)
npm run coverage   # run tests with V8 coverage
npm run dev        # compile in watch mode

Лицензия

MIT. См. LICENSE.

Available Tools

19 tools
create_animation_cardCreate animation cardA

Render a short animated clip as a card when no direct video URL exists but motion would communicate better than static content - explanations, walkthroughs, and data stories. Scenes play sequentially in a 16:9 stage with play/pause, replay, and progress controls; everything is generated text, SVG shapes, and CSS animation (no external assets). Compose classic clip patterns and vary them per conversation: title reveal into bullet build (fade/slide), diagram walk-through with arrows tracing in (draw), a chart that zooms into the label range under discussion and back out (chart.zoom), and a closing takeaway scene (zoom). Mix scene kinds freely; per-scene transition and duration make endless variations from the same schema.

NameRequiredDescriptionDefault
loopNoRestart from scene 1 after the last scene
titleYes
scenesYes
autoplayNoStart playing on render (default true)
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.
sceneDurationMsNoDefault per-scene duration in ms (default 3500)

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden and does substantial work: 16:9 stage, play/pause/replay/progress controls, sequential scene playback, no external assets, and 'vary them per conversation' hinting at repetition control. It doesn't cover permissions, persistence, or error behavior, so it falls short of exhaustive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose and routing condition are front-loaded in the first sentence, followed by rendering behavior and composition patterns. The dense last sentence earns its place by showing how the schema yields varied output, though it borders on repeating the scene-kind list.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a high-complexity nested-scene tool with an output schema (so returns need no explanation), the description covers purpose, rendering behavior, and composition patterns well. Minor gaps remain around lifecycle and error cases, but nothing an agent needs to author a valid card is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 63%, and the description adds real meaning on top: per-scene transition and duration, the chart.zoom camera behavior into a label range, and shapes as diagram elements with arrows tracing in. It is silent on tutorTerms and contextActions, but those carry rich schema descriptions of their own.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (render) and resource (short animated clip as a card) and pins the exact scope: 'when no direct video URL exists but motion would communicate better than static content'. This implicitly separates it from the sibling create_video_card without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives clear when-to-use conditions ('explanations, walkthroughs, and data stories') and a negative trigger (no direct video URL exists), which routes the agent away from the video sibling. It stops short of naming the alternative tool explicitly, but the selecting condition is unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_chart_cardCreate chart cardB

Render a dynamically generated SVG chart card (bar, line, pie, or donut) with a legend and a collapsible data table. Use for useful graphics summarizing referenced data.

NameRequiredDescriptionDefault
typeYes
titleYes
labelsNoX-axis labels (bar/line)
seriesNoData series (bar/line)
valuesNoSlices (pie/donut)
yLabelNo
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
descriptionNo
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It does disclose output composition (SVG, legend, collapsible data table) and that the chart is 'dynamically generated,' which is useful. But it says nothing about rendering context, permissions, or side effects on the host.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with the core capability front-loaded and no wasted words. Efficient for a complex tool, though the second sentence is too vague to fully earn its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need no explanation, and the schema richly covers the nested tutorTerms/contextActions params. However, for a 10-parameter tool with no annotations, the description is thin on usage routing and rendering behavior, leaving real gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 50% and the schema already documents that labels/series are for bar-line versus values for pie-donut, plus rich descriptions for tutorTerms and contextActions. The description's enumeration of chart types merely repeats the enum and adds no meaning beyond the schema, so baseline 3 fits.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Names a specific verb and resource ('Render a dynamically generated SVG chart card') and enumerates the supported chart types (bar, line, pie, donut) plus the legend and collapsible data table it produces. This distinguishes it from sibling card tools like create_table_card or create_markdown_card, though it never names them directly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The only guidance is 'Use for useful graphics summarizing referenced data,' which is vague and offers no when-not-to-use or alternatives. Against a large sibling set of card creators, the description does nothing to route the agent to the right one.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_code_tour_cardCreate code tour cardA

Render a project's source as an interactive card with one tab per file. Source files are syntax-highlighted for their detected language and line-numbered, with a Raw/Code toggle and a copy button, the way a repository browser shows a file; a language with no grammar renders as a plain code block. Markdown files (.md, .markdown, .mdx) render as a formatted page - headings, tables, links, copyable fenced code - with a Raw/Rendered toggle back to the source, so a README in a tour reads as documentation rather than as source. Explicit files keep the order they are given in, with README and manifests hoisted to the front; archive files are ordered README, manifest, then src. Pass the path of a zip archive generated earlier in the conversation for a one-call plug-n-play tour, or pass files explicitly. Files are packed into parts of about 32,000 rendered characters each regardless of how many there are, so a handful of medium files still splits. The result's structuredContent.parts {current,total,hasMore} reports the split: while hasMore is true some files were withheld, so call again with part: current + 1 and identical other arguments until every part has rendered.

NameRequiredDescriptionDefault
partNoPart number for large projects (1-based). Big tours split automatically; while structuredContent.parts.hasMore is true, call again with the next part.
filesNoExplicit files to show when not using archivePath
introNoGuidance shown in a leading 'Start here' tab
titleYes
includeNoWith archivePath: only include entries whose path contains one of these
maxTabsNo
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
archivePathNoPath to a zip ON THE MACHINE RUNNING THIS SERVER, not in the caller's sandbox. Over a remote bridge those are different machines: if the archive exists only on your side, pass its text files as files instead.
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.
tutorTermsInCodeNoAlso highlight tutorTerms inside the code samples. Off by default, because marking up language keywords in source is noise rather than teaching.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations exist, so the description carries the full burden, and it delivers: ordering rules (explicit order with README/manifests hoisted; archive order README, manifest, src), the ~32,000-character part split and why small files still split, the exact resume loop against structuredContent.parts.hasMore, and the archivePath-on-server-vs-sandbox caveat. This is unusually rich behavioral disclosure for a mutation/render tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then rendering behavior, then input-mode selection, then pagination — a sensible order. A few clauses are UI minutiae ('copy button,' 'Raw/Code toggle') that don't aid invocation, keeping it just short of tight.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For an 11-parameter, annotation-free tool this covers the risky paths — archive vs explicit files, part-splitting and resumption, ordering, tutor-term matching rules. Remaining gaps (maxTabs interaction with the split, subtitle/intro/contextActions purpose) are covered by the schema, so the omission is minor.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

At 73% schema coverage the baseline is elevated, and the description genuinely adds meaning for the high-stakes params: the part/resume protocol, files ordering and hoisting behavior, and the archivePath machine caveat. It is silent on maxTabs, subtitle, and intro, which are left entirely to the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: 'Render a project's source as an interactive card with one tab per file,' then elaborates with syntax highlighting, Raw/Code toggle, and markdown rendering. An agent can immediately tell this is the code-tour card, not the table, chart, or markdown card among its siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives explicit selection criteria between the two input modes ('Pass the path of a zip archive generated earlier... or pass files explicitly') and a precise continuation protocol for pagination. It does not name sibling tools as alternatives, so it stops short of full when-not guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_efficient_prompt_cardDeliver the efficient promptA

Step 3 of the efficient-prompt flow: hand back the finished prompt in an editable card with a character and token count, a copy button, and a send button gated behind a confirmation box. Write one prompt that is verbose only where verbosity buys a complete first-pass answer: no restated context, no filler, an explicit output shape. Do not act on the prompt here - wait for the user to send it back as a message.

NameRequiredDescriptionDefault
notesNoOne line on what the prompt assumes or leaves out, shown under it
titleNo
promptYesThe finished prompt, as plain text
subtitleNo
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden and does disclose real behavior: the card renders character/token counts, a copy button, and a send button gated behind a confirmation box, and critically that the tool does not itself act on the prompt. Permission, state, or edge-case behavior (e.g. what happens if prompt is blank beyond minLength) is not covered, keeping it out of 5 territory.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with the flow position and artifact, then the authoring rule, then the do-not-act constraint. Every sentence contributes, though the first sentence is dense with UI feature enumeration that borders on over-specification.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and the description covers flow position, authoring intent, and the non-action constraint. The only meaningful gap is undocumented title/subtitle parameters, which is a minor incompleteness rather than a blocker.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 60% with the main required 'prompt' param described in the schema, and the description adds genuinely useful authoring guidance for it (verbose only where verbosity buys a complete first-pass answer, explicit output shape). However, 'title' and 'subtitle' remain undocumented in both schema and description, and 'contextActions' semantics are largely carried by the schema itself, so this sits at the baseline-3 level.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and output artifact: hand back the finished prompt in an editable card with counts, copy and send controls. It also situates itself as step 3 of the efficient-prompt flow, which helps distinguish it from siblings, though it never names the adjacent prompt-card siblings (create_prompt_gist_card, create_prompt_refine_card) so an agent must infer the routing.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The 'Step 3 of the efficient-prompt flow' framing plus the explicit prohibition 'Do not act on the prompt here - wait for the user to send it back as a message' gives clear when-to-use and when-not-to-act guidance. It does not, however, state when to choose this card over the other prompt-card siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_form_cardCreate form cardA

Render a form card the user fills in to give the conversation context and direction. Submitting sends the values back to the chat as the next prompt (optionally shaped by promptTemplate with {{fieldName}} tokens).

NameRequiredDescriptionDefault
titleYes
fieldsYes
subtitleNo
descriptionNo
submitLabelNo
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.
promptTemplateNoPrompt sent on submit; {{fieldName}} tokens are replaced with values

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden, and it does disclose the critical side effect: submitting returns the values to the chat as the next prompt, optionally shaped by promptTemplate. That is the behavior an agent most needs to know for an interactive, non-read-only tool, though it says nothing about blocking, rendering timing, or cancellation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with no filler, front-loading the render action and follow-on submit behavior. Every clause earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained, and the submit-to-prompt flow is covered. Still, a 7-parameter interactive tool with no annotations and only 29% schema coverage leaves the non-promptTemplate parameters (fields, submitLabel, contextActions semantics) under-explained.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 29% across 7 parameters, so the description must compensate. It explains promptTemplate and its {{fieldName}} substitution tokens, which is real added meaning, but title, fields, subtitle, description, submitLabel and contextActions receive no explanation in the description (contextActions is only covered inside the schema).

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Render a form card') and adds the interaction model: the user fills it in to give the conversation context and direction. An agent can distinguish it from the other card creators by the 'form' noun, though the description never explicitly contrasts it with siblings like create_list_card or create_prompt_refine_card.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It implies the usage context ('to give the conversation context and direction'), which is a genuine hint about when to reach for a form rather than a static card. However, there is no explicit when-to-use/when-not statement and no named alternative among the many sibling card tools, so selection still requires inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_list_cardCreate sequential list cardB

Render a nested ordered list card with hierarchical numbering (1., 1.1., 1.1.1.). Good for procedures, outlines, and curricula.

NameRequiredDescriptionDefault
introNo
itemsYes
titleYes
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

B3.3/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden, yet it only describes what the card looks like. It says nothing about the creation/mutation semantics, the interactive tutorTerms and contextActions behavior, or any side effects — all of which matter for a tool that constructs a live card.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences with the core capability front-loaded and the numbering scheme given concretely. No filler or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be described, and the two complex params carry rich schema docs. However, with no annotations and no mention of the card's interactive features, the definition is only minimally complete for an agent deciding how to populate it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 33%, so the description must compensate. It does explain the nested/hierarchical nature that maps to items.children (which itself has no schema description), but it never mentions title, intro, subtitle, tutorTerms, or contextActions, leaving half the parameters to the schema alone.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Render) and resource (nested ordered list card) plus the distinctive feature (hierarchical numbering 1., 1.1., 1.1.1.). It is clearly distinguishable from sibling card types like create_table_card or create_chart_card, though it never names them explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Good for procedures, outlines, and curricula" gives implied usage context, but there is no explicit when-not guidance and no routing to alternatives (e.g., a flat list or a markdown card). The agent must infer when this card beats its siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_markdown_cardCreate document card from markdownA

Render a markdown document as one interactive card: tables become card tables, fenced code gets copy buttons, and H2 sections fold into show/hide reveals. Pass either the markdown content or the path of a markdown file generated earlier in the conversation (for example a walkthrough or guide) to plug it into the chat in one call. Raw HTML in the markdown is NOT rendered as markup: it is shown as literal text, the same as in every other card's text fields, so use markdown syntax for formatting. Long documents split at H2 boundaries into parts of about 32,000 rendered characters each; the result's structuredContent.parts {current,total,hasMore} says whether more parts remain. A document with no H2 headings cannot be split and renders as one part.

NameRequiredDescriptionDefault
partNoPart number for large documents (1-based). Long documents split automatically; while structuredContent.parts.hasMore is true, call again with the next part.
pathNoPath to a markdown file ON THE MACHINE RUNNING THIS SERVER, not in the caller's sandbox. Over a remote bridge those are different machines: if the file exists only on your side, pass its text as markdown instead.
titleNoCard title; defaults to the document's first H1
markdownNoMarkdown content to render
subtitleNo
openFirstNoOpen the first section initially (default true)
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
splitSectionsNoFold H2 sections into reveals (default true)
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden and does so well: it discloses that raw HTML renders as literal text, that long documents split at H2 boundaries into ~32,000-character parts, how to detect more parts via structuredContent.parts.hasMore, and that documents without H2 headings cannot be split. These are non-obvious behavioral traits an agent would otherwise discover only by trial and error.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose and rendering behavior are front-loaded, and each subsequent sentence covers a distinct concern (input choice, HTML handling, splitting, no-H2 edge case) with no filler. It is slightly long for a single paragraph but every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 9-parameter tool with no required parameters and an output schema that handles return values, the description covers everything an agent needs: rendering semantics, input source caveats, pagination behavior, and the HTML limitation. Nothing material is left to inference.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is high (89%), so the baseline is 3 and the description only needs to add marginal value. It does: it explains the interaction between the `part` parameter and the automatic splitting/hasMore flow, and ties H2 folding to splitSections, adding cross-parameter semantics the schema documents only in isolation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb+resource: 'Render a markdown document as one interactive card', then immediately enumerates the concrete rendering behaviors (tables, code copy buttons, H2 folding). This clearly separates it from siblings like create_table_card or create_code_tour_card, which would render those elements standalone rather than as parts of one markdown document.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It tells the agent which inputs are acceptable and where content should come from: 'Pass either the markdown content or the path of a markdown file generated earlier in the conversation (for example a walkthrough or guide)'. The schema further warns about the path-vs-sandbox distinction. However, there is no explicit when-to-use-this-vs-a-sibling guidance (e.g. when to prefer create_table_card over a markdown table), which would be needed for a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_prompt_gist_cardStart an efficient promptA

Open step 1 of the efficient-prompt flow: a card asking the user to describe, in no more than 350 characters, the gist of where they want to go. Call this when a message is tagged [efficient-prompt], or when the user asks for help writing a prompt. Submitting the card sends back the gist along with the rules for the rest of the flow, so answer with the card and wait rather than asking follow-up questions in chat.

NameRequiredDescriptionDefault
titleNo
questionNoReplaces the default gist question when you already know what they are circling
subtitleNo
placeholderNoPlaceholder text inside the gist textarea
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden, and it does disclose key behavior: submitting the card returns the gist plus the flow rules, and the agent should wait instead of asking follow-ups. It does not cover permissions or error conditions, but for a UI card launcher this is substantial behavioral context.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences are used efficiently, front-loading the purpose and flow step before the trigger conditions and behavior. The 350-character detail is embedded usefully, though the sentence is dense with instructions.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values, and it focuses on when and how to call. It is largely complete for a card-launcher tool, though it could better distinguish itself from the similarly named create_efficient_prompt_card sibling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 60%, so the schema does most of the work for parameters like question and contextActions. The description adds the 350-character limit and the gist concept, but does not explain the title, subtitle, or placeholder parameters, leaving a moderate gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: opening step 1 of the efficient-prompt flow via a card that asks the user to describe their goal gist. It clarifies the tool's role but does not distinguish it from its close sibling create_efficient_prompt_card, which remains ambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit triggers (a message tagged [efficient-prompt], or a user asking for help writing a prompt) and even directs the agent to wait rather than follow up in chat. The when-to-use context is complete and actionable.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_prompt_refine_cardRefine an efficient promptA

Step 2 of the efficient-prompt flow: ask the fewest multiple-choice questions that close the gaps the gist left. Radios by default, checkboxes when several answers can be true at once; every question also gets a free-text "Other". At most 3 refine rounds - pass the round number so the card can say how many are left. Skip this step entirely when the gist is already clear enough to write the prompt.

NameRequiredDescriptionDefault
roundNoWhich refine round this is, 1 to 3 (default 1)
titleNo
subtitleNo
questionsYes
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden and does add real behavioral context: default radio widgets, checkbox mode when several answers are true, an always-present free-text 'Other', and a hard cap of 3 refine rounds. It doesn't say what happens to submitted answers or what the card renders/returns, but it discloses enough UI and lifecycle behavior to be usable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences, front-loaded with the flow position, with no filler. The widget-behavior sentence is dense but each clause carries distinct information; slight trimming of the radios/checkboxes detail is conceivable, but nothing is wasted.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need no explanation, and the flow guidance is solid. However, for a 5-parameter tool with a nested `questions` array, several parameters (`title`, `subtitle`, `contextActions`) receive no semantic coverage anywhere, leaving the definition short of complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 40%, so the description must compensate. It explains the `round` semantics ('how many are left') and maps onto the `questions`/`multiple`/`options` structure via the radios-vs-checkboxes and Other rules, but leaves `title`, `subtitle`, and `contextActions` entirely unexplained in both places.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb and resource ('ask the fewest multiple-choice questions that close the gaps the gist left') and explicitly positions itself as 'Step 2 of the efficient-prompt flow', which cleanly separates it from the sibling gist and efficient-prompt card tools. An agent can tell what this tool does and where it sits without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states clear usage context ('Step 2 of the efficient-prompt flow') and an explicit exclusion ('Skip this step entirely when the gist is already clear enough to write the prompt'), plus the round cap. It stops short of naming the concrete alternative tools (e.g. the gist card as step 1, the efficient-prompt card as step 3), so the routing is implied by flow position rather than explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_reveal_cardCreate show/hide cardA

Render a card of collapsible show/hide sections with show-all/hide-all buttons. Good for step-by-step guides, FAQs, spoilers, and long reference material. Put source in a section's code field rather than inline in text, so it renders as a monospace block with a copy button instead of a paragraph.

NameRequiredDescriptionDefault
titleYes
sectionsYes
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A3.9/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It does disclose a real render behavior (source placed in a section's code field becomes a monospace block with a copy button rather than a paragraph), which is useful. However it says nothing about permissions, size/length limits, sanitization of html, or other operational traits an agent would need.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three tight sentences, front-loaded with what renders first, then use cases, then a practical placement tip. Nothing is wasted, though the final tip is narrow enough that it slightly dilutes the otherwise clean structure.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained. The description covers the core capability plus one important param behavior, and the complex tutorTerms/contextActions params are richly documented in the schema. It is largely sufficient, with only sibling-routing detail missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is low (40%) so the description must compensate. It adds meaningful semantics for the code field (monospace rendering plus copy button) versus the text field, partially closing the gap. The remaining params (title, subtitle, and the 'open' behavior behind show-all/hide-all) get no explanation, and tutorTerms/contextActions rely entirely on their schema text.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Render) and a precise resource (a card of collapsible show/hide sections with show-all/hide-all buttons), which is clearly distinguishable from sibling card types like animation, chart, table, or markdown cards. An agent can identify this tool without opening sibling schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives concrete when-to-use guidance ('step-by-step guides, FAQs, spoilers, and long reference material'), which helps selection. It stops short of naming which sibling card to prefer for adjacent scenarios or any exclusion conditions, so it lacks explicit alternative routing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_tab_cardCreate tab cardA

Render an interactive card with tabs, each showing a different context of the same subject (for example one tab per programming language, OS, or skill level). Tab content can be plain text, HTML, or code with a copy button.

NameRequiredDescriptionDefault
tabsYes
titleYes
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A3.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It discloses useful rendering behavior (interactive tabs, copy button for code, plain text/HTML/code content), but says nothing about persistence, side effects, permissions, size limits, or how tutorTerms/contextActions behave at runtime beyond what the schema already documents.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two tight sentences, front-loaded with the what and immediately followed by the concrete example and content-type capabilities. No filler, no restatement of the tool name.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return format need not be explained, and the rich schema descriptions cover tutorTerms and contextActions. The description sufficiently explains the card's purpose and content model, though it leaves the role of subtitle and the educational/context-action features entirely to the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Top-level schema coverage is only 40% (title and subtitle undocumented in schema), and the description partially compensates by describing tab content types (text/HTML/code-with-copy-button), which maps to the tab item properties. However, it adds nothing about title, subtitle, or how tutorTerms/contextActions interact with the rendered card beyond what the schema already says. Baseline 3 for low coverage with partial compensation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Render') and resource ('interactive card with tabs') and explains the organizing concept: one tab per context of the same subject. It is distinguishable in substance from card siblings like create_chart_card or create_markdown_card, though it never explicitly names or contrasts them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The example ('one tab per programming language, OS, or skill level') implies the use case and content-type fit, but there is no explicit when-to-use guidance, no conditions for choosing this over create_code_tour_card or create_markdown_card, and no prerequisites stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_table_cardCreate table cardA

Render an HTML table card from explicit rows, or convert loosely delimited text into a balanced table (delimiter auto-detected; newlines can mark cells). URL cells become links.

NameRequiredDescriptionDefault
rowsNoExplicit cell data, row-major
textNoRaw text to convert when rows are not given
titleYes
captionNo
columnsNo
headersNoColumn titles; padded if fewer than columns
subtitleNo
tutorTermsNoEducational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so "PATH" does not attach its tip to a filesystem "path"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text.
linkColumnsNo
cellDelimiterNo
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden and does disclose real behavior: delimiter auto-detection, newlines as cell markers, and URL cells becoming links. However it is silent on the other high-impact behaviors that only the schema hints at (linkColumns, cellDelimiter override, tutorTerms underlining, contextActions, the 12-column cap), so coverage is partial.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two compact sentences, front-loaded with the primary action, no filler. Every clause carries information (input modes, delimiter detection, newline cells, URL linking).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists so return values need not be described, but for an 11-parameter tool with no annotations the description omits several non-obvious parameters (tutorTerms, contextActions, linkColumns) and never signals the non-destructive nature of the operation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 45%, so the description must compensate; it clarifies rows, text, delimiter auto-detection, and newline handling, but leaves title, caption, subtitle, columns, headers, linkColumns, tutorTerms, and contextActions unaddressed in prose. Partial compensation over an incomplete schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Render') and resource ('HTML table card') and enumerates both input modes: explicit rows vs. converting loosely delimited text. The 'table card' resource is clearly distinguishable from sibling card tools like create_list_card and create_chart_card even though no sibling is named.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies which of the two main inputs to supply ('from explicit rows, or convert ... text'), which is useful conditional guidance, but it never states when to choose a table card over alternatives such as create_list_card or create_markdown_card, and gives no prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

create_video_cardCreate video cardA

Render a card with an HTML video player for a short clip. src must point straight at a video file (mp4/webm): a direct http(s) URL, a small data:video/* URI, or a blob: URL. Streaming platform page URLs (YouTube, Vimeo, Twitch, TikTok, and similar) are REJECTED, because a video element pointed at a player page renders a card that can never play. When no direct video source exists, use create_animation_card to generate an animated clip instead.

NameRequiredDescriptionDefault
srcYesDirect http(s) URL to a video file, a data:video/* URI, or a blob: URL
loopNo
mutedNo
titleYes
posterNoStill image shown before playback: http(s) URL or data:image/* URI
autoplayNoStart muted playback on render
subtitleNo
descriptionNo
contextActionsNoRight-click menu actions the model anticipates being useful. Choosing one sends its prompt to the conversation; use {{selection}} to include the user's selected text.

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the burden, and it does well: it discloses a hard validation rule (platform page URLs rejected), the accepted source forms, and the rationale (a video element on a player page can never play). It does not cover auth/permission needs or persistence, but the failure-mode disclosure is substantive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with the core purpose, then the constraint, then the fallback. No filler; every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need not be explained. The description covers the decisive routing constraint and the fallback path, leaving only secondary parameter behavior to the schema, which is acceptable for a card renderer.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 44% (<50%), so the description must compensate. It adds strong meaning for the critical 'src' parameter (accepted formats mp4/webm, http(s)/data:/blob:, rejected platforms) but says nothing about loop, muted, poster, autoplay, subtitle, or contextActions, leaving most parameters to the sparse schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Render a card') plus resource ('HTML video player for a short clip') and implicitly separates itself from the sibling create_animation_card. An agent can distinguish this from other card-creation tools immediately.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use it (direct video file sources), when NOT to use it (streaming platform page URLs are REJECTED), and names the alternative (create_animation_card) with the condition that selects it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

fetch_referenceFetch reference siteB

Fetch a public web page and return structured data: title, description, headings, readable text, tables, images, links, and form specifications. Feed the results into the card tools (tables into create_table_card, numbers into create_chart_card, and so on).

NameRequiredDescriptionDefault
urlYes
maxTextCharsNo

TDQS

B3.3/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses that the tool returns structured data fields (title, headings, tables, etc.), which gives some behavioral insight. It does not mention failure modes, rate limits, authentication needs, or what happens with inaccessible pages, and annotations are absent.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise and well-structured, with the action stated first and the output details and downstream usage mentioned efficiently. No redundant or verbose content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description gives a clear high-level purpose and output format, and it hints at downstream integration. However, it lacks details about constraints on input, error behavior, or the depth of the structured extraction, leaving some contextual gaps for an agent deciding whether to invoke the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema provides no per-parameter descriptions. The description mentions 'maxTextChars' indirectly through the structured data output, but it does not explain the meaning of the parameter, its unit, or the effect of the minimum/maximum constraints. The 'url' parameter is obvious from context but not formally described.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the specific action 'Fetch a public web page' and distinguishes the tool from siblings by explaining that results feed into card tools. It does not explicitly name sibling tools it differs from, but the downstream use case clarifies its role.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use the tool—when needing structured web content for card creation—but does not explicitly state when not to use it or how it compares to alternatives like read_local_file. The 'and so on' phrase is vague about the full range of downstream tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_insert_bookmarkletGet the Insert Card bookmarkletA

Return the Insert Card bookmarklet and usage instructions. Browsers do not let page script extend the native right-click menu, so this bookmarklet is how a copied card gets placed visually: after the user copies a card (right-click menu "Copy card" or the header button), running the bookmarklet on the host page shows an "Insert Card" item beside every right-click, which injects the copied card at that spot. The insertion is cosmetic and page-local (gone on reload, not part of the conversation history). Call this when the user asks how to place a card at an arbitrary spot on the page.

NameRequiredDescriptionDefault

No parameters

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It thoroughly discloses the bookmarklet's behavior: insertion is cosmetic, page-local, gone on reload, and not part of conversation history. It also clarifies the prerequisite step (copying a card) and the mechanism (right-click menu). This is exemplary transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, dense sentence that front-loads the purpose, then explains the mechanism and context. Every clause earns its place, providing essential context without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has no output schema, but the description fully covers what the agent needs: what the tool returns, when to call it, why it's needed, and the behavior of the result. There are no gaps for a 0-parameter retrieval tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the baseline is 4. The description adds context about the tool's invocation but not parameter semantics since there are none. This matches the rubric for a 0-parameter tool.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: to return the Insert Card bookmarklet and usage instructions. It explicitly names the verb 'Return' and the resource 'bookmarklet', and distinguishes it from sibling tools (which create cards or handle files) by explaining the specific scenario it addresses.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit usage guidance: 'Call this when the user asks how to place a card at an arbitrary spot on the page.' It also explains the underlying context (browser limitation) and why the bookmarklet is needed, leaving no ambiguity about when to invoke it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

mirror_web_formMirror a website formA

Fetch a public web page, extract one of its forms, and render it as an interactive card in the conversation. When the user submits the card, the values return to the chat as a structured payload for the submit_web_form tool, so a model-created task can submit the actual website form.

NameRequiredDescriptionDefault
urlYes
titleNoCard title override
formIndexNoWhich form on the page, default 0

Output Schema

NameRequiredDescription
cardYes
partsYesSplit state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.
displayNoPresent only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden and does disclose a genuinely non-obvious trait: the card is interactive, and on submit the values return to the chat as a structured payload routed to submit_web_form. The word "public" implicitly flags that no authentication is available. It does not cover failure modes (JS-rendered forms, unreachable pages) or any rate limiting.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no filler, with the core action stated first and the downstream handoff second. Every clause adds information the agent needs.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value explanation is rightly omitted, and the description supplies the workflow context an unannotated tool needs. Minor gaps remain around error behavior and whether non-public or login-gated pages are rejected, but nothing essential to a correct call is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 67% with url fully specified as a URI, and title/formIndex already documented in the schema. The description adds only marginal semantics — "public web page" constrains url, and "one of its forms" loosely maps to formIndex, but it never mentions the title override. Roughly baseline for partially-covered params.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a precise verb chain — fetch a public page, extract one of its forms, render it as an interactive card — which is clearly distinct from sibling tools like create_form_card (builds a card from scratch) and fetch_reference (plain fetch). It even names submit_web_form as the downstream consumer, so the agent can place this tool in the workflow without opening another schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The use case is explicit: mirror a real website's form so a model-created task can submit it. The description explains the full round trip, ending with submit_web_form. It falls short of naming when *not* to use it (e.g., versus fetch_reference or create_form_card for non-web forms), which keeps it out of the top band.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

read_local_fileRead a local fileA

Read a text file from the filesystem OF THE MACHINE RUNNING THIS SERVER so its content can be reviewed and plugged into cards. Over a remote bridge that is not the caller's sandbox: a file you generated on your side is not visible here, so pass its text to the card tool directly. Size-capped; binary files are refused. Set MCP_CHAT_CARDS_FS_ROOT to confine reads to one directory.

NameRequiredDescriptionDefault
pathYes
maxCharsNo

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden. It discloses size caps, binary refusal, and filesystem confinement, which are critical behavioral traits. It doesn't detail error handling or exact return format, but the key constraints are well covered.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact, with each sentence adding value: purpose, remote bridge caveat, size/binary limits, and configuration. It's front-loaded with the core purpose and efficiently covers all key points without fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple read tool with two parameters and no output schema, the description covers purpose, constraints, and configuration. It lacks explicit return format details, but given the tool's simplicity and the absence of an output schema, the description is largely sufficient for an agent to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, so the description must compensate. It explains the 'path' parameter's context (server filesystem) and implies 'maxChars' via size caps, though it doesn't explicitly name maxChars. The description adds meaning beyond the bare schema, but could be more explicit about maxChars.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool reads a text file from the server's filesystem for review and card integration. It distinguishes itself from siblings by focusing on local file access, which is unique among the listed card creation and web tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly warns about remote bridge scenarios, advising to pass text directly to the card tool instead. It also mentions size caps and binary refusal, and provides configuration guidance via MCP_CHAT_CARDS_FS_ROOT, giving clear when-to-use and when-not-to-use context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

submit_web_formSubmit a website formA

Submit values to a real website form (form-encoded GET or POST). Only call this with data the user entered in a mirrored form card, or values the user explicitly confirmed. Returns the HTTP status and a snippet of the response.

NameRequiredDescriptionDefault
actionYesForm action URL
fieldsYesField name to value map
methodNo
headersNo

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It states the action (submit values), the encoding, and the return (HTTP status and snippet). However, it does not disclose potential side effects (e.g., submitting data could mutate server state) or mention authorization, rate limiting, or failure behavior. The clause 'real website form' hints at an actual external action, but more explicit disclosure would be safer for an agent. The constraint on when to call it is a good behavioral trait.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that front-loads the purpose and includes the usage constraint and return format. It is concise with no filler. The critical usage condition is placed early, making it easy for an agent to parse. Slightly more structure (e.g., separating the return statement) could improve readability, but as is, it is efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has four parameters, two of which are nested objects, and no output schema, so the description must cover operational context. It states what it does, when to call it, and what it returns. However, it lacks guidance on error handling, side effects, or details about the structure of 'fields' and 'headers' beyond schema descriptions. Given the absence of annotations, an agent would benefit from explicit notes about the potential mutating nature of submitting a form. It is adequate but not comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema provides descriptions for 'action' and 'fields' but not for 'method' or 'headers' (50% coverage). The description adds 'form-encoded GET or POST,' which clarifies the method parameter's purpose and its encoding format. However, it does not add meaning for 'headers' or provide additional detail on how 'fields' should be structured beyond the schema. Since the schema already documents half the parameters and the description clarifies method encoding, it meets the baseline but does not fully compensate for the undocumented parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Submit' and the resource 'a real website form,' and specifies the encoding ('form-encoded GET or POST'). It distinguishes itself from the sibling card-creation tools by emphasizing this is an actual submission, and the reference to 'mirrored form card' implicitly connects it to mirror_web_form. Specific and unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives a clear condition for use: 'Only call this with data the user entered in a mirrored form card, or values the user explicitly confirmed.' This provides a strong guardrail. It doesn't explicitly name alternatives or say when not to use it, but the constraint implies it should be used only after mirror_web_form and with user consent. Evidence: 'Only call this...'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

unpack_archiveUnpack a zip archiveA

List a zip archive's entries and return the contents of its text files, so a project can be inspected and turned into cards (code tours, tables, walkthroughs). The path is resolved ON THE MACHINE RUNNING THIS SERVER, not in the caller's sandbox. Build caches and binary entries are skipped.

NameRequiredDescriptionDefault
pathYes
includeNoOnly include entries whose path contains one of these substrings
maxFilesNo

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It does well: it explains that the path is resolved on the server machine, not in the caller's sandbox, and that build caches and binary entries are skipped. It does not mention permissions, rate limits, or whether anything is written to disk, but the core behaviors are covered.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, all carrying substantive information. The main behavior is stated first, followed by the important environment safety note and the skip policy. No filler or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is sufficiently complete for a moderately simple tool: it defines the operation, the environment constraint, and the filtering behavior. No output schema exists, but because the description says 'return the contents of its text files', the return concept is explained reasonably. It does not specify the output format or potential edge cases, but these are minor gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is low (33%), but the description adds critical semantics for the required 'path' parameter by emphasizing server-side resolution. The 'include' parameter already has a schema description; maxFiles only has numeric bounds, but the tool's purpose implies it limits the number of inspected files. The description partially compensates but does not fully document all parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'List a zip archive's entries and return the contents of its text files.' This is unambiguous and clearly distinguishes the tool from siblings like read_local_file by describing a zip-inspection workflow.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The described use case—'so a project can be inspected and turned into cards'—gives clear context for when to call this tool. It does not explicitly name alternative tools or state when not to use it, but the purpose is obvious enough for an agent to choose it appropriately.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 14 tool updatesv1.0.0-alpha.1.0.1
    • Changedcreate_animation_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_chart_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_code_tour_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_efficient_prompt_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_form_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_list_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_markdown_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_prompt_gist_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_prompt_refine_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_reveal_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_tab_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_table_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedcreate_video_card1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
    • Changedmirror_web_form1 field changed
      • addedOutput schema / properties / display
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Present only when the host is not mounting this server's MCP Apps template (see MCP_CHAT_CARDS_RENDER): the card ships as a ready-made visualizer widget instead.",
        +  "properties": {
        +    "action": {
        +      "description": "What the caller must do to put the card in front of the user",
        +      "type": "string"
        +    },
        +    "loading_messages": {
        +      "description": "show_widget loading_messages",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "shown": {
        +      "description": "False: the user cannot see this card until action is taken",
        +      "type": "boolean"
        +    },
        +    "title": {
        +      "description": "show_widget title (snake_case)",
        +      "type": "string"
        +    },
        +    "widget_code": {
        +      "description": "show_widget widget_code, passed unchanged",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "shown",
        +    "action",
        +    "title",
        +    "loading_messages",
        +    "widget_code"
        +  ],
        +  "type": "object"
        +}
  2. 3 tool updatesv0.2.0-alpha
    • Addedcreate_efficient_prompt_card
    • Addedcreate_prompt_gist_card
    • Addedcreate_prompt_refine_card
  3. 16 tool updatesv0.1.3-alpha
    • Changedcreate_animation_card6 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_chart_card6 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_code_tour_card7 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / part / description
        Previous value: -"Part number for large projects (1-based). Big tours split automatically; when the result says more parts remain, call again with the next part."New value: +"Part number for large projects (1-based). Big tours split automatically; while structuredContent.parts.hasMore is true, call again with the next part."
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_form_card4 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_list_card6 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_markdown_card7 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / part / description
        Previous value: -"Part number for large documents (1-based). Long documents split automatically; when the result says more parts remain, call again with the next part."New value: +"Part number for large documents (1-based). Long documents split automatically; while structuredContent.parts.hasMore is true, call again with the next part."
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_reveal_card10 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedInput schema / properties / sections / items / properties / code
        Added value: +{
        +  "description": "Code sample shown with a copy button",
        +  "type": "string"
        +}
      • addedInput schema / properties / sections / items / properties / html / description
        Added value: +"HTML content (sanitized)"
      • addedInput schema / properties / sections / items / properties / language
        Added value: +{
        +  "description": "Language for the code sample",
        +  "type": "string"
        +}
      • addedInput schema / properties / sections / items / properties / text / description
        Added value: +"Plain text content; ``` fenced blocks become code blocks"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_tab_card6 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_table_card6 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Matching is CASE-SENSITIVE, so \"PATH\" does not attach its tip to a filesystem \"path\"; set caseInsensitive on a term to match any casing. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTerms / items / properties / caseInsensitive
        Added value: +{
        +  "description": "Match the term regardless of letter case (default false)",
        +  "type": "boolean"
        +}
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedcreate_video_card4 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedfetch_reference1 field changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
    • Changedget_insert_bookmarklet1 field changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
    • Changedmirror_web_form4 fields changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • removedOutput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
      • addedOutput schema / properties / parts
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Split state, present on EVERY card result so one completeness check works for all card types. Cards that cannot split always report {current:1,total:1,hasMore:false}; create_markdown_card and create_code_tour_card pack oversized content into parts and can report more. Read hasMore rather than the card title to decide whether content was withheld.",
        +  "properties": {
        +    "current": {
        +      "description": "Part number this result rendered (1-based)",
        +      "type": "number"
        +    },
        +    "hasMore": {
        +      "description": "True when content was withheld; call again with part: current + 1",
        +      "type": "boolean"
        +    },
        +    "total": {
        +      "description": "How many parts the content splits into",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "current",
        +    "total",
        +    "hasMore"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "card"
        -]New value: +[
        +  "card",
        +  "parts"
        +]
    • Changedread_local_file1 field changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
    • Changedsubmit_web_form1 field changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
    • Changedunpack_archive1 field changed
      • removedInput schema / $schema
        Removed value: -"http://json-schema.org/draft-07/schema#"
  4. 9 tool updatesv0.1.1-alpha
    • Changedcreate_animation_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_chart_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_code_tour_card3 fields changed
      • changedInput schema / properties / archivePath / description
        Previous value: -"Path to a local zip; its text files become tabs"New value: +"Path to a zip ON THE MACHINE RUNNING THIS SERVER, not in the caller's sandbox. Over a remote bridge those are different machines: if the archive exists only on your side, pass its text files as files instead."
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
      • addedInput schema / properties / tutorTermsInCode
        Added value: +{
        +  "description": "Also highlight tutorTerms inside the code samples. Off by default, because marking up language keywords in source is noise rather than teaching.",
        +  "type": "boolean"
        +}
    • Changedcreate_list_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_markdown_card2 fields changed
      • changedInput schema / properties / path / description
        Previous value: -"Path to a local markdown file to render instead"New value: +"Path to a markdown file ON THE MACHINE RUNNING THIS SERVER, not in the caller's sandbox. Over a remote bridge those are different machines: if the file exists only on your side, pass its text as markdown instead."
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_reveal_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_tab_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_table_card1 field changed
      • changedInput schema / properties / tutorTerms / description
        Previous value: -"Educational tutor terms. Occurrences in the card are underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up."New value: +"Educational tutor terms. The first occurrence of each term in the card's visible prose is underlined; hovering ~1.2s shows the tip and notifies the host so the model can follow up. Terms are matched once per card, longest first, and never inside code samples, tooltips, or another term's tip. Term and tip are PLAIN text."
    • Changedcreate_video_card7 fields changed
      • addedInput schema / properties / autoplay
        Added value: +{
        +  "description": "Start muted playback on render",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / poster / description
        Added value: +"Still image shown before playback: http(s) URL or data:image/* URI"
      • removedInput schema / properties / poster / format
        Removed value: -"uri"
      • addedInput schema / properties / poster / minLength
        Added value: +1
      • addedInput schema / properties / src / description
        Added value: +"Direct http(s) URL to a video file, a data:video/* URI, or a blob: URL"
      • removedInput schema / properties / src / format
        Removed value: -"uri"
      • addedInput schema / properties / src / minLength
        Added value: +1
  5. 2 tool updatesv0.1.0-alpha
    • Addedcreate_animation_card
    • Addedget_insert_bookmarklet
  6. 14 tool updatesv0.0.0-alpha
    • First observedcreate_chart_card
    • First observedcreate_code_tour_card
    • First observedcreate_form_card
    • First observedcreate_list_card
    • First observedcreate_markdown_card
    • First observedcreate_reveal_card
    • First observedcreate_tab_card
    • First observedcreate_table_card
    • First observedcreate_video_card
    • First observedfetch_reference
    • First observedmirror_web_form
    • First observedread_local_file
    • First observedsubmit_web_form
    • First observedunpack_archive

TDQS

A3.8/5.0

Scored across 19 tools

Disambiguation4/5

Most card tools target distinct content types (table, chart, list, video, animation, form), and descriptions actively steer between close pairs like animation vs video and tab vs code-tour. Minor overlap remains: create_tab_card and create_code_tour_card both render tabbed content, and create_markdown_card folds H2s into reveals like create_reveal_card, so a few boundaries require reading the descriptions carefully.

Naming Consistency4/5

The dominant create_*_card pattern (create_table_card, create_chart_card, etc.) is highly predictable, and the non-card tools follow verb_noun (fetch_reference, submit_web_form, unpack_archive). Minor deviations like create_efficient_prompt_card vs create_prompt_gist_card/create_prompt_refine_card break the pattern slightly but stay readable.

Tool Count4/5

19 tools sits at the upper end but is justified by genuinely diverse needs: ~10 distinct card renderers plus input ingest (fetch/read/unpack), a 3-step prompt flow, and a 3-tool form flow. Each tool appears to earn its place, though the surface is on the heavier side.

Completeness4/5

The surface covers a wide card lifecycle (animation, tab, table, chart, video, reveal, list, markdown, code tour, form) plus data ingestion and form submission, with no obvious dead ends. Only marginal gaps remain, such as a dedicated image/plain-text card, which the animation and markdown tools partly absorb.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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