mcp-chat-cards
デスクトップチャットクライアント内でインタラクティブなHTMLカードを描画するMCP(Model Context Protocol)サーバーです。長いテキストの壁の代わりに、会話にタブボックス、テーブル、チャート、フォーム、短いビデオクリップ、折りたたみセクション、番号付きアウトラインが表示されます。MCP Apps拡張機能(SEP-1865)をサポートするホストでは、カードはサンドボックス化されたiframeとして会話内にインライン表示されます。他のホストでは、各カードは自己完結型の埋め込みHTMLリソースとして受信されます。
機能
タブカード: 1つの主題の異なるコンテキスト(言語別、OS別、スキルレベル別)を並べて表示します。コピーボタン付きのコードサンプルも含まれます。
テーブルカード: 明示的な行または緩い区切りの生テキストからHTMLテーブルを構築します。区切り文字は自動検出され、列はバランスが取れ、URLセルはリンクになります。
チャートカード: 凡例とアクセシビリティ用の折りたたみ可能なデータテーブルを備えた、動的に生成されるSVG棒グラフ、折れ線グラフ、円グラフ、ドーナツグラフ。
フォームカード: ユーザーが記入して会話にコンテキストと方向性を与えるフォーム。送信すると、値が次のプロンプトとしてチャットに返されます。
ミラーリングされたウェブフォーム: 実際のページを取得し、そのフォームの1つをカードとして再構築し、
submit_web_formを介してユーザーが入力した値で実際のウェブサイトフォームを送信します。ビデオカード: 短いクリップ用のHTML
<video>プレーヤー。アニメーションカード: 直接のビデオURLが存在しない場合に、モデルが構成したアニメーションクリップ - テキストのシーケンシャルシーン、段階的な箇条書きのビルド、自己トレースするシンプルなSVGダイアグラム、議論中のデータ範囲にズームインする単一系列チャートなど。ビデオスタイルの再生/一時停止、リプレイ、プログレスコントロールを備えています。
表示/非表示カード: すべて表示/すべて非表示コントロール付きの折りたたみ可能なセクション。
シーケンシャルリストカード: CSSカウンターによる1.、1.1.、1.1.1.のネストされた順序付きリスト。
ドキュメントカード: マークダウンドキュメント(モデルが書いたガイドやウォークスルー)を、折りたたみ可能なセクション、スタイル付きテーブル、コピー可能なコードを備えた1つのインタラクティブカードとしてレンダリングします。
コードツアーカード: プロジェクトを、ファイルが指定された順序(READMEとマニフェストが最初に昇格)でソースファイルごとに1つのタブとして提示し、言語タグ付きコードとコピーボタンを備えます。
モデル生成ファイルの取り込み: ローカルのテキストファイルを読み取り、モデルが会話の前半で生成したzipアーカイブを解凍して、モデル自身の成果物を再入力なしで直接カードに組み込めるようにします。
自動マルチパート分割: 大きなドキュメントとプロジェクトは、各パートがカードサイズの予算内に収まるようにパートに分割されるため、ホストが過大な結果を切り詰めることはありません。各パートは独自のカードとしてレンダリングされ、結果は次のパートを取得する方法を正確に示します。
参照フェッチ:
fetch_referenceは公開ページを取得し、構造化データ(見出し、テキスト、テーブル、画像、リンク、フォーム仕様)を返します。カードツールに直接フィードできます。カードチューター: 教育用カードは、ホバー滞留後にツールチップを表示する用語をマークし、モデルが予測するプロンプトを送信する右クリックコンテキストアクションを定義できます。
移動可能なコンテンツ: カードブロックはドラッグで並べ替えでき、カードからドラッグアウトするとブロックがHTMLとして運ばれ、すべてのカードには「カードをコピー」ボタンがあり、スタンドアロンHTMLをコピーして他の応答やファイルに貼り付けることができます。
ヘッダートグル: すべてのカードヘッダーには
</>ボタンがあり、カード自身のHTMLソースをコードパネルに表示/非表示にし、その隣のシェブロンボタンでカードをヘッダー行まで折りたたんだり、再度展開したりできます。コピー可能なカード: すべてのカードの右クリックメニューには、ヘッダーボタンをミラーリングする組み込みの「カードをコピー」項目があり、スタンドアロンHTMLをコピーします。視覚的な配置のために、
get_insert_bookmarkletは、右クリック時に浮動する「カードを挿入」項目を表示し、コピーしたカードをその場所に注入するブックマークレットを返します(ページローカルプレビュー。リロードで消えます)。
Related MCP server: mcp-apps-generative-ui-showcase
モデルがこのサーバーを呼び出すべき場合
このサーバーは、研究、教育、専門スキル、一般的な趣味のスキル(木工、芸術など)、専門トピック、歴史、ニュース、および関連する主題に関する会話について、カードがテキストよりも効果的に伝達できる場合に、自身を宣伝します。
インストール
git clone https://github.com/jhauga/mcp-chat-cards.git
cd mcp-chat-cards
npm install
npm run buildNode.js 18.17以降が必要です。
Claude Desktopでの使用
claude_desktop_config.json(設定 > 開発者 > 設定を編集)にサーバーを追加し、リポジトリをクローンしたパスを調整します:
{
"mcpServers": {
"chat-cards": {
"command": "node",
"args": ["C:/path/to/mcp-chat-cards/dist/index.js"]
}
}
}保存後、デスクトップクライアントを再起動します。同じstdioコマンドは任意のMCPホストで機能します。MCP UIリソースをサポートするホストでは、カードはサンドボックス化されたiframeとしてレンダリングされます。
ツール
ツール | 目的 |
| 1つの主題のタブ付きビュー(タブごとにテキスト、HTML、またはコード) |
| 区切り文字検出付きの行または生テキストからのHTMLテーブル |
| データテーブル付きのSVG棒グラフ、折れ線グラフ、円グラフ、またはドーナツグラフ |
| 送信が次の会話プロンプトになるフォーム |
| 短いクリップ用のHTMLビデオプレーヤー(直接ファイルURL、 |
| 折りたたみ可能な表示/非表示セクション(セクションごとにテキスト、HTML、またはコード) |
| ネストされたシーケンシャルアウトライン(1.、1.1.、1.1.1.) |
| マークダウンドキュメント(コンテンツまたはファイルパス)を1つのカードとしてレンダリング |
| プロジェクト(zipパスまたは明示的なファイル)をファイルタブとしてレンダリング |
| レビューまたはカード構築のためにローカルテキストファイルを読み取る |
| ローカルzipを一覧表示し、そのテキストファイルの内容を返す |
| 公開ページを取得し、構造化された抽出データを返す |
| ウェブサイトのフォームをインタラクティブカードとして再構築 |
| ユーザー確認済みの値を実際のウェブサイトフォームに送信 |
例: 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"]
]
}出力: テキストの要約と、完全なカードドキュメントを含む埋め込みリソース(ui://mcp-chat-cards/<id>、text/html)。
例: 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"] }
]
}ユーザーがカードを送信すると、入力されたテンプレートが次のプロンプトとしてホストに投稿されます。ホストがメッセージを消費しない場合、カードはフォールバックとしてコピーボタン付きのプロンプトテキストを表示します。
例: モデルが生成したファイルとのプラグアンドプレイ
会話の前半でモデルが小さなプロジェクトを構築し、project.zipとGUIDE.mdのウォークスルーを配信したとします。ユーザーが手動で解凍して読む代わりに、モデルは2回の呼び出しでそれらをインタラクティブカードに変換します:
{ "path": "C:/Users/jane/Downloads/GUIDE.md" }create_markdown_cardに送信すると、ガイド全体が1つのカードとしてレンダリングされます。最初のH1がタイトルになり、各H2セクションは表示/非表示のリビールに折りたたまれ、テーブルはカードスタイルになり、すべてのフェンス付きコードブロックにコピーボタンが付きます。
{
"title": "Project source tour",
"archivePath": "C:/Users/jane/Downloads/project.zip",
"intro": "Read the guide card first, then follow these files in order."
}create_code_tour_cardに送信すると、アーカイブがメモリ内で解凍され、テキストファイルごとに1つのタブがレンダリングされます。順序はREADME、マニフェスト、ソースの順で、それぞれ言語タグとコピーボタンが付きます。明示的なfilesは、呼び出し元が指定した順序を維持します(READMEとマニフェストは先頭に昇格します)。そのため、意図的な教育順序(データモデル、次にエラー、次にエントリポイント)は、アルファベット順ではなく記述どおりにレンダリングされます。ビルドキャッシュ(target/、node_modules/)とバイナリエントリは自動的にスキップされます。モデルがカードを構築する前に内容を検査する必要がある場合は、最初にunpack_archiveまたはread_local_fileを使用します。
ドキュメントまたはプロジェクトがカードサイズの予算(デフォルトでは約32,000文字のカードマークアップ。MCP_CHAT_CARDS_CARD_BUDGETで調整可能)を超える場合、ツールは自然な境界(ドキュメントの場合はH2セクション、ツアーの場合はファイル全体)で分割し、パート1と「create_code_tour_cardをpart: 2で再度呼び出してください」のような指示を返します。モデルは、すべてのパートが独自のカードとしてレンダリングされるまで呼び出しを繰り返し、過大な単一ファイルは表示される通知付きで切り詰められます。
予算は、ディスク上の長さではなく、レンダリング後のファイルのコストに対して測定されます。ソースはタブパネルにHTMLエスケープされ、単一の<が4文字になるため、マークアップ密度の高い少数のファイルは、生のサイズが示唆するよりもはるかにコストがかかる可能性があります。完成した各結果は、ホストの上限(シリアル化された結果の約40,000文字。MCP_CHAT_CARDS_RESULT_LIMITで調整可能)に対して再度測定されます。それでも大きすぎて分割できないカード(たとえば数千行のテーブル)は、ホストが静かにレンダリングを拒否する過大な結果ではなく、超過額を指定する実行可能なエラーを返します。
例: ミラーリングされたウェブサイトフォーム
mirror_web_formを{ "url": "https://example.com/newsletter" }で呼び出すと、ページのサインアップフォームがカードとしてレンダリングされます。ユーザーが記入して送信すると、カードは構造化されたペイロードをチャットに返します。
モデルはユーザーと値を確認し、
submit_web_formをペイロード付きで呼び出して実際のフォームを送信し、HTTP結果を報告します。
カードのレンダリング方法
サーバーは2つの配信パスをサポートしており、ホストによって自動的にネゴシエートされます。
会話内インライン(MCP Apps、SEP-1865)。 サーバーは、MIMEタイプtext/html;profile=mcp-appの1つのUIテンプレートリソースをui://mcp-chat-cards/card.htmlで事前宣言し、すべてのカードツールは_meta.ui.resourceUriを介してそれにリンクし、出力スキーマを宣言します(ホストはスキーマのないツールからstructuredContentを削除し、カードが描画するものを残しません)。Apps拡張機能をサポートするホスト(最近のClaude Desktopビルドを含む)は、テンプレートをサンドボックス化されたiframeとしてチャット内にインラインでレンダリングし、ui/initializeハンドシェイクを完了し、ツール結果をそれに配信します。テンプレートは、静かに失敗する部分に対して防御的です。タイムアウト時とハンドシェイク応答時の両方でui/notifications/initializedをアナウンスし(ホストはアナウンスを見るまでツール結果を保留します)、1つの固定ネストではなく深い検索でカードペイロードを見つけ、すべてのペイント後とリサイズ時にui/notifications/size-changedを報告してiframeが実際の高さを取るようにし、ホストのテーマ(完全なダークパレットを含む)を採用します。カードのインタラクションはJSON-RPC postMessageを介して戻ります。フォーム送信とコンテキストアクションはui/messageリクエスト(次の会話プロンプト)になり、リンクはui/open-linkを通過し、テレメトリはロギング通知を使用します。
スタンドアロン文書フォールバック。 Apps 拡張を宣言しなかったクライアントに対しては、各結果が ui://mcp-chat-cards/html/<card-id> へのリンクを保持します。そのリソースを読み取ると、同じカードが自己完結型 HTML 文書(インライン CSS と JS、制限的な Content-Security-Policy、外部スクリプトなし)として返されます。Apps をサポートしないが MCP-UI スタイルのレンダリングを持つホストは、その文書をサンドボックス化されたパネルに表示します。そこではカードが MCP-UI スタイルのメッセージ(prompt、notify、link)を送信します。
この文書は意図的にツール結果にインライン化されません。そのテーマとランタイムはすべてのカードでバイト単位で同一であるため、インライン化すると呼び出しごとに約 16 KB の定型文が繰り返されます。これは呼び出し元のコンテキストを圧迫し、通常のカードがホストの結果上限を超えて何もレンダリングされなくなる主な原因でした。リソースリンクを辿れないホストのためにインラインコピーを復元するには、MCP_CHAT_CARDS_EMBED_HTML=1 を設定してください。サーバーはレンダリング済みの直近 24 枚のカードを読み取り可能な状態で保持します。
一貫した結果の形状
すべてのカードツールは、カードの種類に関係なく同じ 3 つのものを返します。
部分 | 内容 |
| カードのテキスト要約。単独でも意味が通じる |
| スタンドアロン HTML へのリソースリンク(Apps ホストでは省略) |
|
|
レンダリング面
カードは Claude デスクトップアプリのサイドバーにインラインでレンダリングされます。他の面(モバイルとウェブ)はテキスト要約と構造化ペイロードを受け取りますが、カードは描画されないため、各要約は単独で成立するように書かれ、ツールはカードの結論を会話内でも述べるよう指示されています。
テキストフィールドはプレーンテキスト
ツールが受け付けるすべてのテキストフィールド(タイトル、ラベル、セル値、チューターヒント)はプレーンテキストであり、サーバーによって正確に 1 回エスケープされます。呼び出し側は事前エスケープしてはなりません。Predict, Spot & Fix ではなく Predict, Spot & Fix を渡してください。
入力はどのフィールドでも最初にデコードされることはありません。& を渡した呼び出し側は、& という 6 文字を表示するカードを受け取ります。なぜなら、それが HTML・エスケープ・テンプレートを解説するガイドが読者に見せようとしているものだからです。ルールはどこでも同じなので、同じ文字列はテーブルセル、タブ、Markdown テーブル、コードサンプルのいずれでも同一にレンダリングされます。
生の HTML が尊重されるのは html という名前のフィールド(create_tab_card と create_reveal_card のセクション)のみで、そこではサニタイズされます。スクリプト、イベントハンドラ、フレーム、フォーム、危険な URL は除去され、<b> や <i> などの書式は保持されます。それ以外のすべての場所(create_markdown_card 文書内に書かれた HTML を含む)では、タグはリテラルテキストとしてレンダリングされるため、そこでの書式には Markdown 構文を使用してください。エスケープされたブロックレベル HTML は、兄弟要素間の緩いテキストとして落とされるのではなく、Markdown 構造が示唆する段落に包まれます。また、<!-- markdownlint-disable --> ディレクティブは散文ではないため、HTML コメントは表示されずに破棄されます。
パスが解決される場所
create_markdown_card(path)、create_code_tour_card(archivePath)、read_local_file、unpack_archive はすべて、このサーバーを実行しているマシンのファイルシステム上でパスを解決します。サーバーがリモートブリッジ経由で到達される場合、それは呼び出し側のサンドボックスではありません。モデルが自分の側で生成したファイルはここには存在しません。その場合はコンテンツをインライン(markdown、files)で渡してください。誤ったオペレーティングシステムからのパス(たとえば Windows 上で動作するサーバーに送信された /home/demo-user/project.zip)は、存在したことのないドライブ上に解決されるのではなく、不一致を明示するエラーで拒否されます。POSIX サーバーに送信された Windows パスや、展開されていない ~/ パスについても同様です。MCP_CHAT_CARDS_FS_ROOT を設定すると、ローカル読み取りを 1 つのディレクトリに限定できます。
インタラクティブ性の注意点と制限
ドラッグ&ドロップで 1 つのカード内のブロックを並べ替えられます。カードの外にブロックをドラッグすると、その HTML がドラッグデータに含まれます。別のレスポンスへのドロップにはホストのサポートが必要ですが、デスクトップチャットクライアントは一般にまだそれを公開していません。
「カードをコピー」はスタンドアロン HTML 文書をコピーするため、カードを別のレスポンス、ファイル、ブラウザタブで再現できます。
チューターツールチップは、マークされた用語に約 1.2 秒ホバーすると表示されます。カードはホストにも通知するため、ユーザーが探索している間にモデルがフォローアップできます。各用語はカードごとに 1 回マークされ(2 つが重なる場合は最長の用語が優先)、用語リスト内の重複は無視され、コードサンプル、ネイティブツールチップ、別の用語のヒント内ではマーキングは行われません。マッチングは大文字小文字を区別するため、
PATH用に書かれたヒントがファイルシステムのpathに付くことはありません。任意の大文字小文字にマッチさせるには、用語にcaseInsensitive: trueを設定してください。create_code_tour_cardにtutorTermsInCode: trueを渡すと、コードも対象にできます。すべてのカード結果は
structuredContent.partsを{ current, total, hasMore }として保持するため、1 つの完全性チェックがすべてのカードタイプで機能します。hasMoreが true の間はコンテンツが保留されており、呼び出し側はpart: current + 1を指定して同じツールを再度呼び出します。分割できるのはcreate_markdown_cardとcreate_code_tour_cardのみで、他のすべてのカードは常に{ current: 1, total: 1, hasMore: false }を報告します。レンダリングされたタイトルは、読者のために人間が読める(part 1 of 2)という接尾辞を保持します。分割しきい値は、呼び出し側が書く入力ではなく、レンダリングされた文字数で測定されます。エスケープはソースを予測不能に拡張します。
<、>,&、引用符はそれぞれ 4〜6 文字になるため、予算内に見えるペイロードがそれを超えたり、大きく見えるものが超えなかったりすることがあります。入力サイズから予測するのではなく、parts.hasMoreを読んでください。H2 見出しのない Markdown 文書には分割境界がなく、常に 1 つの部分としてレンダリングされます。右クリックのコンテキストアクションはカードごとにモデルが定義します。アクションプロンプト内の
{{selection}}は、ユーザーが選択したテキストに置き換えられます。
セキュリティ
ローカルファイルツール(
read_local_file、unpack_archive、および文書・コードツアーカードのパス/アーカイブ入力)はテキストのみを読み取り、サイズを制限し、バイナリを拒否し、アーカイブ展開を制限します(エントリ数、ファイルごと、合計バイト数)。MCP_CHAT_CARDS_FS_ROOTを設定すると、すべてのローカル読み取りを 1 つのディレクトリに限定できます。送信リクエストは、パブリックアドレスに解決される http(s) URL に限定されます。localhost、RFC 1918、リンクローカル、CGNAT、および同等の IPv6 範囲はブロックされ、リダイレクトは再検証され、本文はサイズ制限され、リクエストはタイムアウトします。イントラネットのフェッチが意図的に必要な場合にのみ、
MCP_CHAT_CARDS_ALLOW_PRIVATE=1を設定してください。モデルおよびユーザーが提供するすべてのテキストは HTML エスケープされます。取得したサードパーティの HTML はサニタイズされます(スクリプト、イベントハンドラ、フレーム、フォーム、危険な URL は除去されます)。
カードには制限的な CSP が同梱され、外部スクリプト、スタイルシート、フォントは読み込まれません。
submit_web_formは、ユーザーがミラーリングされたフォームカードに入力した値、または明示的に確認した値でのみ呼び出す必要があります。
Claude Desktop でのカードのデバッグ
カードがマウントされても空のままの場合、失敗は通常サイレントであるため、テンプレートはすべてをコンソールにトレースします。
Claude Desktop で開発者モードを有効にし(設定、開発者)、会話の webview 開発者ツールを開きます。
コンソールを
[mcp-chat-cards]でフィルタリングします。カードが送受信するすべての JSON-RPC メッセージが方向(tx/rx)付きでログに記録されるため、ハンドシェイク応答の欠落や配信されないツール結果がすぐに確認できます。そのコンソールで
window.__mccDebug()を実行するとスナップショットが得られます。テンプレートバージョン、initializedが通知されたかどうか、カードが描画されたかどうか、レンダリングされたカード HTML、直近 50 件のプロトコルメッセージ。レンダリングの問題を報告する際は、その出力を貼り付けてください。
補助ポート
extension/ フォルダには、他のホスト向けのカードツールの補助ポートが含まれています。どちらも自己完結型であり、src/ や dist/ からインポートせず、MCP サーバーはそれらの影響を受けません。
extension/github/ —
chat-cardsという名前の GitHub Copilot canvas 拡張。エージェントは canvas アクションを通じて同じカード種類(タブ、テーブル、チャート、フォーム、表示/非表示、順次リスト、Markdown 文書、ビデオ)を操作し、フォーム送信はプロンプトとして会話に戻ってきます。その README は、アクションリスト、MCP ツールとの違い、フォルダが awesome-copilot コントリビューションのレイアウトにどのように対応するかを説明しています。extension/claude/ — Claude アーティファクトテンプレート。1 つの自己完結型 HTML ページで、そのカード仕様ブロックを Claude が埋めてアーティファクトとして公開します。フォームと右クリックアクションは、ユーザーが会話にコピーして戻すプロンプトを生成します。
開発
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ライセンス
MIT。 LICENSE を参照してください。
Available Tools
19 toolscreate_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.
| Name | Required | Description | Default |
|---|---|---|---|
| loop | No | Restart from scene 1 after the last scene | |
| title | Yes | ||
| scenes | Yes | ||
| autoplay | No | Start playing on render (default true) | |
| subtitle | No | ||
| tutorTerms | No | 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. | |
| contextActions | No | Right-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. | |
| sceneDurationMs | No | Default per-scene duration in ms (default 3500) |
Output Schema
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| type | Yes | ||
| title | Yes | ||
| labels | No | X-axis labels (bar/line) | |
| series | No | Data series (bar/line) | |
| values | No | Slices (pie/donut) | |
| yLabel | No | ||
| subtitle | No | ||
| tutorTerms | No | 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. | |
| description | No | ||
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| part | No | Part number for large projects (1-based). Big tours split automatically; while structuredContent.parts.hasMore is true, call again with the next part. | |
| files | No | Explicit files to show when not using archivePath | |
| intro | No | Guidance shown in a leading 'Start here' tab | |
| title | Yes | ||
| include | No | With archivePath: only include entries whose path contains one of these | |
| maxTabs | No | ||
| subtitle | No | ||
| tutorTerms | No | 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. | |
| archivePath | No | 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. | |
| contextActions | No | Right-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. | |
| tutorTermsInCode | No | Also highlight tutorTerms inside the code samples. Off by default, because marking up language keywords in source is noise rather than teaching. |
Output Schema
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| notes | No | One line on what the prompt assumes or leaves out, shown under it | |
| title | No | ||
| prompt | Yes | The finished prompt, as plain text | |
| subtitle | No | ||
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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).
| Name | Required | Description | Default |
|---|---|---|---|
| title | Yes | ||
| fields | Yes | ||
| subtitle | No | ||
| description | No | ||
| submitLabel | No | ||
| contextActions | No | Right-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. | |
| promptTemplate | No | Prompt sent on submit; {{fieldName}} tokens are replaced with values |
Output Schema
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| intro | No | ||
| items | Yes | ||
| title | Yes | ||
| subtitle | No | ||
| tutorTerms | No | 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. | |
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| part | No | Part number for large documents (1-based). Long documents split automatically; while structuredContent.parts.hasMore is true, call again with the next part. | |
| path | No | 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. | |
| title | No | Card title; defaults to the document's first H1 | |
| markdown | No | Markdown content to render | |
| subtitle | No | ||
| openFirst | No | Open the first section initially (default true) | |
| tutorTerms | No | 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. | |
| splitSections | No | Fold H2 sections into reveals (default true) | |
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| title | No | ||
| question | No | Replaces the default gist question when you already know what they are circling | |
| subtitle | No | ||
| placeholder | No | Placeholder text inside the gist textarea | |
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| round | No | Which refine round this is, 1 to 3 (default 1) | |
| title | No | ||
| subtitle | No | ||
| questions | Yes | ||
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| title | Yes | ||
| sections | Yes | ||
| subtitle | No | ||
| tutorTerms | No | 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. | |
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| tabs | Yes | ||
| title | Yes | ||
| subtitle | No | ||
| tutorTerms | No | 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. | |
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| rows | No | Explicit cell data, row-major | |
| text | No | Raw text to convert when rows are not given | |
| title | Yes | ||
| caption | No | ||
| columns | No | ||
| headers | No | Column titles; padded if fewer than columns | |
| subtitle | No | ||
| tutorTerms | No | 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. | |
| linkColumns | No | ||
| cellDelimiter | No | ||
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| src | Yes | Direct http(s) URL to a video file, a data:video/* URI, or a blob: URL | |
| loop | No | ||
| muted | No | ||
| title | Yes | ||
| poster | No | Still image shown before playback: http(s) URL or data:image/* URI | |
| autoplay | No | Start muted playback on render | |
| subtitle | No | ||
| description | No | ||
| contextActions | No | Right-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
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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).
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | ||
| maxTextChars | No |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | ||
| title | No | Card title override | |
| formIndex | No | Which form on the page, default 0 |
Output Schema
| Name | Required | Description |
|---|---|---|
| card | Yes | |
| parts | Yes | 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. |
| display | No | 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. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | ||
| maxChars | No |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| action | Yes | Form action URL | |
| fields | Yes | Field name to value map | |
| method | No | ||
| headers | No |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| path | Yes | ||
| include | No | Only include entries whose path contains one of these substrings | |
| maxFiles | No |
TDQS
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.
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.
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.
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.
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.
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.
14 tool updates
v1.0.0-alpha.1.0.1- Changed
create_animation_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_chart_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_code_tour_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_efficient_prompt_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_form_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_list_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_markdown_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_prompt_gist_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_prompt_refine_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_reveal_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_tab_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_table_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
create_video_card1 field changed- added
Output schema / properties / displayAdded 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" +}
- Changed
mirror_web_form1 field changed- added
Output schema / properties / displayAdded 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" +}
3 tool updates
v0.2.0-alpha- Added
create_efficient_prompt_card - Added
create_prompt_gist_card - Added
create_prompt_refine_card
16 tool updates
v0.1.3-alpha- Changed
create_animation_card6 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_chart_card6 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_code_tour_card7 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / part / descriptionPrevious 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." - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_form_card4 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_list_card6 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_markdown_card7 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / part / descriptionPrevious 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." - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_reveal_card10 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Input schema / properties / sections / items / properties / codeAdded value: +{ + "description": "Code sample shown with a copy button", + "type": "string" +} - added
Input schema / properties / sections / items / properties / html / descriptionAdded value: +"HTML content (sanitized)" - added
Input schema / properties / sections / items / properties / languageAdded value: +{ + "description": "Language for the code sample", + "type": "string" +} - added
Input schema / properties / sections / items / properties / text / descriptionAdded value: +"Plain text content; ``` fenced blocks become code blocks" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_tab_card6 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_table_card6 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTerms / items / properties / caseInsensitiveAdded value: +{ + "description": "Match the term regardless of letter case (default false)", + "type": "boolean" +} - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
create_video_card4 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
fetch_reference1 field changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#"
- Changed
get_insert_bookmarklet1 field changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#"
- Changed
mirror_web_form4 fields changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - removed
Output schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#" - added
Output schema / properties / partsAdded 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" +} - changed
Output schema / requiredPrevious value: -[ - "card" -]New value: +[ + "card", + "parts" +]
- Changed
read_local_file1 field changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#"
- Changed
submit_web_form1 field changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#"
- Changed
unpack_archive1 field changed- removed
Input schema / $schemaRemoved value: -"http://json-schema.org/draft-07/schema#"
9 tool updates
v0.1.1-alpha- Changed
create_animation_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_chart_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_code_tour_card3 fields changed- changed
Input schema / properties / archivePath / descriptionPrevious 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." - changed
Input schema / properties / tutorTerms / descriptionPrevious 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." - added
Input schema / properties / tutorTermsInCodeAdded 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" +}
- Changed
create_list_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_markdown_card2 fields changed- changed
Input schema / properties / path / descriptionPrevious 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." - changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_reveal_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_tab_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_table_card1 field changed- changed
Input schema / properties / tutorTerms / descriptionPrevious 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."
- Changed
create_video_card7 fields changed- added
Input schema / properties / autoplayAdded value: +{ + "description": "Start muted playback on render", + "type": "boolean" +} - added
Input schema / properties / poster / descriptionAdded value: +"Still image shown before playback: http(s) URL or data:image/* URI" - removed
Input schema / properties / poster / formatRemoved value: -"uri" - added
Input schema / properties / poster / minLengthAdded value: +1 - added
Input schema / properties / src / descriptionAdded value: +"Direct http(s) URL to a video file, a data:video/* URI, or a blob: URL" - removed
Input schema / properties / src / formatRemoved value: -"uri" - added
Input schema / properties / src / minLengthAdded value: +1
2 tool updates
v0.1.0-alpha- Added
create_animation_card - Added
get_insert_bookmarklet
14 tool updates
v0.0.0-alpha- First observed
create_chart_card - First observed
create_code_tour_card - First observed
create_form_card - First observed
create_list_card - First observed
create_markdown_card - First observed
create_reveal_card - First observed
create_tab_card - First observed
create_table_card - First observed
create_video_card - First observed
fetch_reference - First observed
mirror_web_form - First observed
read_local_file - First observed
submit_web_form - First observed
unpack_archive
TDQS
Scored across 19 tools
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.
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.
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.
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
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