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TianshangScribe

中文版

PyPI CI ライセンス TianshangScribe MCPサーバー

開発者、CLI自動化、AIエージェント向けのクロスプラットフォームOffice文書処理。Word(.docx)、Excel(.xlsx)、PowerPoint(.pptx)文書の作成、編集、テンプレート入力、変換に対応。LaTeX風マークアップ、ネイティブOMML数式、テンプレートエンジン({{placeholders}}、{{#each}}ループ、{{#if}}条件)を搭載。stdio、SSE、Streamable HTTPトランスポート上で7つのツール(作成、編集、テンプレート入力、変換、抽出、検証、比較)を備えたMCPサーバーを同梱。ベアラートークン認証とレート制限に対応。

警告:不安定なAPI \u2014 破壊的変更の可能性あり

このプロジェクトはプレリリース版(0.x)です。CLIオプション、MCPツールのシグネチャ、テンプレート構文、出力形式は固定されておらず、予告なく変更される場合があります。 互換性のコミットメント:破壊的変更は、少なくとも1リリース前にCHANGELOGで告知され、移行ガイドが添付されます。 本番環境で使用する場合は、特定のバージョンに固定し、アップグレード前にCHANGELOGを確認してください。

インストール

pip install tianshang-scribe

# Or from source:
git clone https://github.com/Tianshang301/TianshangScribe.git
cd TianshangScribe
pip install -e ".[dev]"

Linuxデプロイメント

Docker(Streamable HTTP上のMCPサーバーに推奨):

git clone https://github.com/Tianshang301/TianshangScribe.git
cd TianshangScribe
docker compose up -d
# Streamable HTTP MCP Server at http://localhost:8080/mcp
# (override transport / auth / rate limits via TIANSHANG_SCRIBE_* env vars)

.debパッケージ(Debian / Ubuntu):

# Download from GitHub Releases
sudo dpkg -i tianshang-scribe_0.7.1_all.deb
tianshang-scribe --help

pipx(スタンドアロンCLI):

pipx install tianshang-scribe
tianshang-scribe --help

Python 3.10以上が必要です。python-docx・openpyxl・python-pptx・typer・rich・lxml

Related MCP server: docx-forge-mcp

クイックスタート

# Create a Word document
tianshang-scribe -w --create -a "Hello World" -o hello.docx

# Replace text (--regex for regex mode)
tianshang-scribe input.docx -r "old" --replace-new "new" -o output.docx

# LaTeX markup with nesting
tianshang-scribe -w --create --latex-style \
  -s "font=Times New Roman,size=14" \
  -a "\bfseries{\itshape{bold italic}} \fontsize{24}{Heading} \color{FF0000}{red}" \
  -o styled.docx

# Math formulas —auto-converted to native Word OMML
tianshang-scribe -w --create \
  --math "x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}" \
  --math "\sum_{i=0}^{n} i^2" \
  -o formulas.docx

# Template filling (JSON / CSV / YAML →{{placeholder}})
tianshang-scribe template.docx -t data.json -o filled.docx

# Convert to PDF (office2pdf ~2MB, or LibreOffice fallback)
tianshang-scribe input.docx --topdf -o output.pdf

# MCP Server —stdio mode (Claude Code / Cursor)
python -m tianshang_scribe.mcp.server

# MCP Server —SSE mode (Dify / Coze / FastGPT)
python -m tianshang_scribe.mcp.server --transport sse --port 8080

# Excel: import CSV, sort, export JSON
tianshang-scribe -e --create --from-csv data.csv --sort "A1:A10 asc" --to-json -o out.json

# Excel: add formula, protect workbook
tianshang-scribe budget.xlsx --formula "B10 =SUM(B2:B9)" --protect "p@ss" -o protected.xlsx

グローバルオプション

パラメータ

説明

input_file

入力文書パス(--create時は省略)

-w --word

Word文書を処理

-e --excel

Excelワークブックを処理

-p --ppt

PowerPointプレゼンテーションを処理

-o --output

出力ファイルパス

--force

既存ファイルの上書きを許可

--topdf

PDFとして出力

--stdin

標準入力から読み取り

--stdout

標準出力へ書き出し

-w/-e/-pが省略された場合、文書タイプは入力ファイルの拡張子から推測されます。

操作

オプション

説明

-cr --create

空の文書を作成

--create -w

-a --add

テキストを追加

-a "Hello"

--column

--addの対象列

--column 2

-r --replace

検索して置換

-r "foo" --replace-new "bar"

-d --delete

コンテンツを削除

-d "keyword"

-cl --clear

コンテンツ/書式/リンクをクリア

--clear formats

-m --modify

コンテンツを変更

-m "old" --modify-new "new"

-s --style

スタイルを設定

-s "font=Times,size=14,bold"

-t --template

テンプレート入力

-t data.json

-x --extract

データを抽出(math/latexなど)

-x latex

--meta

プロパティを設定

--meta "title=Report,author=John"

--latex-style

LaTeX解析を有効化

--math

数式を追加(Word)

--math "\frac{a}{b}"

--math-style

数式解析方式(office/mathtype)

--math-style mathtype

--math-font

OMML数式フォント(デフォルト:Cambria Math)

--math-font "Times New Roman"

--math-mtef

MathType OLEオブジェクトとして埋め込む(MTEF)

--math "\frac{a}{b}" --math-mtef

--heading

見出しを追加(Word)

--heading "level:1 text:Intro"

--regex

正規表現モード

--replace/--deleteと併用

--merge

ファイルを結合

--merge "a.docx,b.docx"

--split

文書を分割(Excelのみ:--split by-sheet

--split by-sheet

--comment

コメントを追加(Word)/ ノートを追加(PPT)

--comment "2 Note text"

--add-table

表を追加(Word)

--add-table "H1,H2|a1,a2"

--chart-add

グラフを追加(Excel)

--chart-add "type=bar data=B1:C10"

--batch

バッチモード

--batch

--files

バッチ用グロブパターン

--files "reports/*.docx"

--schedule-db

スケジュール用SQLite DBパス

--schedule-db ~/.tianshang-scribe/schedules.db

--schedule-add

スケジュールを登録

--schedule-add "daily|0 9 * * *|echo hi"

--schedule-rm

スケジュールを削除

--schedule-rm daily

--schedule-list

スケジュールを一覧表示

--schedule-list

--schedule-run

スケジュールを今すぐ実行

--schedule-run daily

--schedule-run-all

実行期限が来たスケジュールをすべて実行

--schedule-run-all

--run-script

スクリプトをサンドボックスで実行

--run-script build.py

--stdin

標準入力から読み取り

--stdout

標準出力へ書き出し

Word固有オプション

オプション

説明

--heading

見出しを追加

--heading "level:1 text:Intro"

--math

数式を追加

--math "\frac{a}{b}"

--latex-style

LaTeXマークアップを有効化

--toc

目次を生成

--toc

--section-break

セクション区切りを挿入

--section-break

--header

ページヘッダーを設定

--header "Chapter 1"

--footer

ページフッターを設定

--footer "Page X"

--watermark

テキスト透かし

--watermark "DRAFT"

--tomd

Markdownに変換

--tomd

--tohtml

HTMLに変換

--tohtml

Excel固有オプション

オプション

説明

--sheet-add

ワークシートを追加

--sheet-add "Q1"

--sheet-delete

ワークシートを削除

--sheet-delete "Sheet2"

--sheet-rename

ワークシート名を変更

--sheet-rename "Old New"

--column-width

列幅を設定

--column-width "2=20"

--row-height

行の高さを設定

--row-height "3=30"

--formula

セル数式を設定

--formula "A1 =SUM(B1:B10)"

--from-csv

CSVデータをインポート

--from-csv data.csv

--sort

範囲を並べ替え

--sort "A1:A10 asc"

--chart-add

グラフを追加

--chart-add "type=bar data=B1:C10"

--protect

パスワードを設定

--protect "p@ss"

--unprotect

パスワードを解除

--unprotect

--to-csv

CSVとしてエクスポート

--to-json

JSONとしてエクスポート

--to-html

HTMLとしてエクスポート

LaTeX風マークアップ

--addコンテンツに以下のマークアップを埋め込みます。--latex-styleで有効化。ネストに対応。

構文

効果

\bfseries{text}

太字

\itshape{text}

斜体

\scshape{text}

スモールキャップス

\underline{text}

下線

\rmfamily{text}

ローマン体(セリフ)

\sffamily{text}

サンセリフ

\ttfamily{text}

等幅

\fontfamily{Arial}{text}

特定フォント

\fontsize{18}{text}

フォントサイズ(pt)

\color{FF0000}{text}

色(16進)

\centering{...}

中央揃え *

\raggedright{...}

左揃え *

\raggedleft{...}

右揃え *

\linespread{1.5}{...}

行間 *

\indent{...} / \noindent{...}

インデント *

\heading{2}{Title}

見出しを挿入

\newpage

改ページ

\includegraphics{path}

画像を挿入

* 段落レベルの書式設定(新しい段落を作成します)。

フォント設定

コマンド

効果

\setmainfont{Name}

デフォルトの欧文フォント

\setCJKmainfont{Name}

デフォルトのCJKフォント

\setsansfont{Name}

サンセリフフォント

\setCJKsansfont{Name}

CJKサンセリフフォント

\setmonofont{Name}

等幅フォント

\setCJKmonofont{Name}

CJK等幅フォント

Word OOXMLはネイティブにw:ascii(欧文)とw:eastAsia(CJK)フォントを分離しており、混在テキストでの自動フォント切り替えを実現します。

数式

--math によるLaTeX数式は、ネイティブなWord OMML(Office Math Markup Language)に変換されます。コンバーターは、ネストした不変トークンツリー(分数、根号、N項演算、上付き/下付き、アクセント、スタイル付き、区切りトークン)を処理する手書きの再帰下降パーサー(式 → 項 → 因子 → 原子)であり、プリコンパイル済み正規表現とゼロコピーの引数スライシングを備えたO(1)コマンドテーブルでディスパッチされます。--math-font "Times New Roman" を使用すると、WordのデフォルトのCambria Math(<m:mathPr><m:mathFont>)の代わりに、MathTypeスタイルのセリフフォントで数式をレンダリングできます。--math-style mathtype は、MathType互換性のためのLaTeX解析方言を切り替えます。--math-mtef を使用すると、数式を実際のMathType OLEオブジェクト(MTEFバイナリ)として埋め込むことができます。これはレガシーなMathType(6.x以前)で編集可能で、--extract math が読み戻すのと同じ形式です。出力はリリース間でバイト単位で安定しています(ゴールデンスナップショット回帰テストスイートで保護されています)。

対応構文

カテゴリ

コマンド

分数

\frac{分子}{分母}

根号

\sqrt{内容} \sqrt[n]{内容}

上付き/下付き

x^{2} x_{i} x_{i}^{n}

総和/積分

\sum \int \oint \prod \coprod \bigcup \bigcap \bigvee \bigwedge

極限

\lim_{x \to 0} \max \min \sup \inf

名前付き関数

\sin \cos \tan \cot \sec \csc \log \ln \det \Pr \gcd \deg \dim \hom \ker \arg

ギリシャ文字

\alpha \beta \gamma\Gamma \Delta \Theta

記号

\pm \times \div \cdot \infty \partial \nabla \forall \exists

関係演算子

\leq \geq \neq \approx \equiv \propto \subset \supset \in

矢印

\to \rightarrow \leftarrow \mapsto \uparrow

アクセント

\hat{x} \bar{x} \tilde{x} \dot{x} \ddot{x} \vec{x} \widehat{x} \widetilde{x}

括弧

\left( \right) \left[ \right] \left\{ \right\}

数式フォント

\mathrm{abc} \mathbf{abc} \mathit{abc} \mathcal{ABC} \mathbb{ABC} \mathsf{abc} \mathtt{abc}

数式タイポグラフィ

主流の数学ジャーナル標準(AMS、Elsevier、Springer)に準拠:

内容

スタイル

単文字変数

イタリック

a b x y

数字

直立

0 1 2

名前付き関数

直立

\sin \cos \log

小文字ギリシャ文字

イタリック

\alpha \beta \gamma

大文字ギリシャ文字

直立

\Gamma \Delta \Theta

自動検出

--add テキスト内のコマンドは、$...$ で囲まなくても自動的に数式として認識されます:

  • 引数付き: \frac \sqrt \sum \int \prod \lim

  • アクセント: \hat{x} \bar{x} \vec{x} など

  • 単項演算子: \sin \cos \tan \log \ln など

  • プレーンテキスト内の H_{2}Om^{2} はUnicodeの下付き/上付き文字(H₂O / m²)になります

スタイル構文

--style はカンマ区切りのキーと値のペアを使用します:

--style "font=Times New Roman,size=14,bold,italic,color=FF0000,align=center"

キー

エイリアス

説明

font

font_name, font-family

フォント名

欧文フォント

cjk-font

cjk_font_name, cjk-font-family

フォント名

CJKフォント

size

font_size, font-size

pt

フォントサイズ

bold

フラグ

太字

italic

フラグ

イタリック

underline

フラグ

下線

color

font_color, font-color

FF0000

16進カラー

align

alignment

left/center/right/justify

配置

ブールキー(bold italic underline)は、存在する場合 True になります。

テンプレート埋め込み

JSON、CSV、YAMLデータソースに対応しています。ドキュメント内の {{placeholder}} を置換します。ネストしたオブジェクトはドット記法で展開されます。ループはリスト値を反復処理します。条件文はブロックを表示/非表示にします。

{
  "name": "John Doe",
  "date": "2026-07-28",
  "user": { "city": "Beijing" },
  "show": true,
  "paid": false,
  "items": [
    { "product": "Widget", "price": "10" },
    { "product": "Gadget", "price": "20" }
  ]
}
{{name}}              → John Doe
{{user.city}}         → Beijing
{{#each items}}       → repeats the block for each item
  {{product}}: {{price}}
{{/each}}
{{#if show}}          → shown only when show is truthy
  Confidential content
{{/if}}
{{#if role=admin}}    → shown only when role equals "admin"
  Admin dashboard
{{/if}}
{{#unless paid}}      → shown only when paid is falsy
  Payment required
{{/unless}}

Excel機能

機能

CLIオプション

シート管理

--sheet-add --sheet-delete --sheet-rename

列/行サイズ

--column-width --row-height

数式

--formula "A1 =SUM(B1:B10)"

データインポート

--from-csv

データエクスポート

--to-csv --to-json --to-html

並べ替え

--sort "A1:A10 asc"

グラフ

--chart-add "type=bar data=B1:C10"

保護

--protect --unprotect

PPT機能

機能

説明

スライド管理

スライドの追加、削除、並べ替え(--slide-add--slide-delete--slide-move

レイアウト

名前またはインデックスでスライドレイアウトを適用(--layout

発表者ノート

発表者ノートを追加(--notes

数式

$...$ / $$...$$ をネイティブOMMLとしてレンダリング

トランジション

スライドトランジションを設定 —フェード、プッシュ、ワイプなど(--transition

エクスポート

スライドを画像として保存(--toimg)、PDFに変換(--topdf

メディア圧縮

画像を圧縮(--compress-media "1920,80"

保護

パスワードの設定/解除(--protect--unprotect

終了コード

コード

意味

0

成功

1

一般エラー

2

引数エラー

3

未実装

MCPサーバー

TianshangScribeにはMCP(Model Context Protocol)サーバーが含まれています —AIエージェントはOfficeドキュメントの作成、編集、テンプレート埋め込み、変換、データ抽出ができます。

クイック接続

stdio(Claude Code、Cursor):

{"mcpServers": {"tianshang-scribe": {
  "command": "python", "args": ["-m", "tianshang_scribe.mcp.server"]
}}}

SSE(Dify、Coze、FastGPT):

python -m tianshang_scribe.mcp.server --transport sse --host 0.0.0.0 --port 8080
{"mcpServers": {"tianshang-scribe": {
  "url": "http://localhost:8080/sse", "transport": "sse"
}}}

ツール(7)

ツール

説明

create_office_document

構造化コンテンツブロックで .docx / .xlsx / .pptx を作成

edit_office_document

既存ドキュメントへの置換、削除、変更、スタイル設定、追加操作

fill_template

データで {{placeholders}} を埋める; {{#each}} / {{#if}} に対応

convert_document

形式間の変換(docx↔pdf/md/html、xlsx↔csv/json)

extract_document_data

メタデータ、全文、またはドキュメント構造を抽出

validate_template

埋め込み前にテンプレートのプレースホルダーをデータと照合

compare_documents

2つの .docx ファイル間の段落レベル差分

機能

機能

詳細

プロトコル

MCP 2024-11-05 · stdio + SSE · JSON-RPC 2.0

リソース

resources/list + resources/read —ドキュメントを読み取り可能なURIとして公開

プロンプト

5つの組み込みワークフローテンプレート(prompts/list + prompts/get

進捗

PDF変換および長時間操作中の notifications/progress

レスポンス

マルチタイプ content[]: テキストメッセージ + リソース(ファイルURI、MIMEタイプ、サイズ)

スキーマ

すべてのパラメータに enumdefaultexamplesminimum/maximum 制約

本番環境(SSEのみ)

# With authentication
TIANSHANG_SCRIBE_AUTH_TOKEN="secret" \
python -m tianshang_scribe.mcp.server --transport sse --host 0.0.0.0 --port 8080

# Health check
curl http://localhost:8080/health
# {"status":"ok","version":"0.7.1","uptime_seconds":3600,"active_sessions":3,"tools_available":7}

# CORS whitelist
python -m tianshang_scribe.mcp.server --transport sse --cors-origins "https://coze.com,https://dify.ai"

エンドポイント: GET /health · GET /sse · POST /message?session_id=X

完全なドキュメント: docs/mcp/README.md

python tests/integration/mcp/mcp_stdio_smoke.py     # 9/9 quick tests (stdio)
python tests/integration/mcp/test_sse.py        # 3/3 SSE transport tests
python tests/integration/mcp/mcp_agent_sim.py      # 11-scenario Agent simulation

アーキテクチャ

src/
└── tianshang_scribe/    # importable package (tianshang_scribe.*)
    ├── cli/               # Typer CLI entry
    │  ├── main.py        # Command parsing & dispatch
    │  └── global_opts.py # File path / type inference
    ├── core/              # Document engine abstraction
    │  ├── document.py    # DocumentABC unified interface
    │  ├── word_engine.py # Word engine (python-docx)
    │  ├── excel_engine.py# Excel engine (openpyxl)
    │  └── ppt_engine.py  # PPT engine (python-pptx)
    ├── rendering/         # Style & formula rendering
    │  ├── styles.py      # TextStyle dataclass
    │  ├── latex_parser.py # LaTeX markup parser
    │  ├── math_omml.py   # LaTeX →OMML math converter
    │  └── template.py    # Template filling engine
    ├── transform/         # Format conversion
    │  └── pdf.py         # PDF export (office2pdf + LibreOffice)
    ├── mcp/                    # MCP Server (official mcp SDK 2.x)
    │  ├── server.py           # build_server + entry (stdio / SSE / Streamable HTTP)
    │  ├── transport.py        # transport wiring + ASGI middleware
    │  ├── schemas.py          # pydantic models + as_dict
    │  ├── auth.py             # Bearer token auth
    │  ├── rate_limit.py       # token bucket rate limiting
    │  ├── metrics.py          # Prometheus-style metrics
    │  ├── security.py         # read-only / destructive classification
    │  ├── prompts.py          # 5 prompt workflows
    │  ├── tools/              # 7 Agent tools
    │  │  ├── _registry.py    # tool registry (schemas auto-derived)
    │  │  ├── create.py / edit.py / template.py / convert.py
    │  │  ├── validate.py / compare.py
    │  └── errors.py           # structured error codes + fixes
    └── utils/             # Utility functions
        └── file_utils.py

技術スタック

コンポーネント

テクノロジー

CLI

Typer + Rich

Word

python-docx

Excel

openpyxl

PPT

python-pptx

数式

手書きの再帰下降パーサー → OMML XML(不変トークンツリー、コマンドディスパッチテーブル)

テンプレート

カスタムエンジン({{placeholder}}、{{#each}}、{{#if}})

PDF

office2pdf(~2MB Rustバイナリ、依存関係ゼロ)+ LibreOfficeフォールバック

品質

pytest(936テスト) · ruff · mypy

EXEのビルド

pip install pyinstaller
pyinstaller --onefile --name tianshang-scribe --hidden-import openpyxl.cell._writer --hidden-import openpyxl.cell.read_only --hidden-import openpyxl.styles --hidden-import openpyxl.chart --hidden-import openpyxl.comments src/tianshang_scribe/cli/main.py
# dist/tianshang-scribe.exe (~35 MB)

デモ

python -m demo.generate_demos
# demo/demo_word.docx   —LaTeX + math + TOC + watermark
# demo/demo_excel.xlsx  —CSV import + formulas + chart + protection
# demo/demo_ppt.pptx    —slides + notes + transitions + math formulas

CLIコンプライアンステスト:

python demo/test_cli.py

開発

git clone https://github.com/Tianshang301/TianshangScribe.git
cd TianshangScribe
pip install -e ".[dev]"

pytest tests/ -v        # Run tests
ruff check src/tianshang_scribe/ tests/  # Lint
mypy src/tianshang_scribe/               # Type check

ライセンス

Apache-2.0

Available Tools

12 tools
analyze_excel_dataA
Read-onlyIdempotent

Analyze an Excel workbook without touching it: per-sheet row/column counts, headers, inferred column types (numeric min/max/mean, categorical values), null counts, sample rows, and duplicate-row detection. Read-only — never modifies the input file. After analysis use edit_excel_workbook to apply fixes, or extract_document_data for raw text and metadata.

ParametersJSON Schema
NameRequiredDescriptionDefault
optionsNo
input_pathYes

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare read-only, non-destructive, and idempotent behavior. The description reinforces this with 'never modifies the input file' and 'Read-only', adding explicit confirmation. It also discloses the scope of analysis (per-sheet counts, headers, inferred types), which goes beyond annotations by describing what the tool inspects, but doesn't detail edge cases like formula evaluation or large file behavior.

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

Conciseness5/5

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

The description is concise, with the key purpose and read-only guarantee front-loaded. It lists specific outputs in a compressed list and then mentions alternatives in a final sentence. No wasted words, and every sentence contributes to understanding.

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

Completeness4/5

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

Given the tool has a detailed output schema (not shown in detail but indicated as 'true'), the description doesn't need to explain return values. With only 2 parameters (one required), the description covers what the tool does and its safety profile. The only gap is not specifying which options from the shared ToolOptions are relevant, but for a read-only analysis tool, most options (like backup, restore) are likely inapplicable, and the description's clarity about read-only behavior implicitly signals that. Slight incompleteness for an agent unfamiliar with the options structure.

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

Parameters3/5

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

The schema has 0% description coverage, and the only functional parameter is 'input_path' which is self-explanatory. The options parameter is a complex nested object with many fields for other tools, but the description doesn't clarify which options apply to this tool. Even with low schema coverage, the input_path is obvious, and the options are likely irrelevant to this read-only analysis, so the description adds no extra meaning beyond what the parameter name suggests.

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

Purpose5/5

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

The description clearly states the tool's purpose: analyzing an Excel workbook without modifying it, and lists specific analysis outputs (row/column counts, headers, column types, null counts, sample rows, duplicate detection). It distinguishes itself from sibling tools by explicitly mentioning edit_excel_workbook and extract_document_data as alternatives.

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

Usage Guidelines4/5

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

The description gives clear guidance on when to use the tool: for analysis before applying fixes or extracting text. It names alternatives (edit_excel_workbook for fixes, extract_document_data for raw text), but doesn't provide explicit when-not-to-use conditions, though the alternative mentions serve as implicit exclusions.

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

compare_documentsA

Compare two Word (.docx) documents and report paragraph-level differences: additions, removals, and changes with paragraph indices. Note: comparison and snapshots are ONLY supported for Word (.docx); Excel (.xlsx) and PowerPoint (.pptx) comparison is not yet available (you will receive an UNSUPPORTED_FORMAT error). Also manages document snapshots via options.action: "snapshot" records path_a state, "list_snapshots" lists recorded snapshots, and "restore" writes a snapshot back to path_b (snapshot store default: ~/.tianshang-scribe/snapshots/). The compare mode never modifies its inputs; snapshot/restore write to the snapshot store. To read a single document, use extract_document_data.

ParametersJSON Schema
NameRequiredDescriptionDefault
path_aYesPath to the first document.
path_bYesPath to the second document.
optionsNoTool options.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A5/5.0
Behavior5/5

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

The description explicitly states that compare mode never modifies inputs, while snapshot/restore write to the snapshot store, and restore overwrites path_b. It also mentions backup and dry_run options, providing full transparency about side effects despite annotations not indicating these behaviors.

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

Conciseness5/5

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

The description is well-structured, starting with the core purpose, then detailing snapshot actions, format limitations, and an alternative. Every sentence adds necessary information without redundancy, maintaining a balance between completeness and brevity.

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

Completeness5/5

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

Given the tool's complexity (multiple actions, options, and side effects), the description covers all essential aspects: supported formats, error conditions, alternative tools, default behaviors, and side effects. The presence of an output schema further completes the picture, so nothing critical is missing.

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

Parameters5/5

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

The schema already provides descriptions for all parameters (100% coverage). The tool description adds valuable context, such as the default snapshot_dir and the meaning of each action, enriching the semantic understanding beyond the schema alone.

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

Purpose5/5

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

The description clearly states the tool's primary function: comparing two Word documents for paragraph-level differences. It explicitly names the resource (two .docx files) and the actions (additions, removals, changes). It also distinguishes itself from a sibling tool (extract_document_data) and specifies format limitations, ensuring unambiguous purpose.

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

Usage Guidelines5/5

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

The description provides explicit guidance on when to use the tool (for comparing two documents) and when not to (unsupported formats like .xlsx/.pptx), and offers an alternative for single-document reading (extract_document_data). It also explains the snapshot actions and side effects, making usage conditions clear.

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

convert_documentA

Convert a document between formats while preserving structure where possible: Word (.docx) to PDF/Markdown/HTML, Excel (.xlsx) to PDF/CSV/JSON/HTML, PowerPoint (.pptx) to PDF. Writes the converted file to output_path (default: .). PDF conversion requires office2pdf or LibreOffice to be installed. To read content for analysis instead, use extract_document_data.

ParametersJSON Schema
NameRequiredDescriptionDefault
optionsNoTool options.
input_pathYesPath to the source document.
output_pathNoOutput file path.
target_formatYesTarget output format: - "pdf": PDF document (requires office2pdf or LibreOffice) - "csv": Comma-separated values (Excel only) - "json": JSON array of rows (Excel only) - "html": HTML table (Excel) / styled HTML (Word) - "md"/"markdown": Markdown (Word only)

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior3/5

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

The description discloses that the tool writes a converted file to output_path, and notes a dependency for PDF conversion. However, it does not mention overwrite behavior, idempotency, or failure modes. Since annotations provide no hints (all false), the description bears the burden, and it provides some but not comprehensive behavioral transparency.

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

Conciseness5/5

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

The description is two sentences with no fluff, front-loading the core purpose and including necessary caveats and alternatives.

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

Completeness4/5

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

The description covers the main functionality, dependencies, and provides an alternative tool for reading content. It does not describe the options parameter (shared across tools) or return values, but the output schema exists, and the schema covers the options. Given the complexity, it is reasonably complete, though it could mention overwrite semantics.

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

Parameters4/5

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

The description adds meaning beyond the schema by specifying which target formats are valid per source type (e.g., CSV/JSON only for Excel, Markdown only for Word). It also clarifies the default output_path behavior. This goes beyond the schema's generic descriptions.

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

Purpose5/5

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

The description clearly states the verb 'Convert', the resource 'document between formats', and enumerates specific source-target combinations (Word, Excel, PowerPoint to various formats). It also distinguishes itself from the sibling tool extract_document_data by explicitly saying to use that for reading content instead.

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

Usage Guidelines5/5

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

The description provides explicit when-not-to-use guidance: 'To read content for analysis instead, use extract_document_data.' It also mentions the prerequisite for PDF conversion (office2pdf or LibreOffice), which guides the agent on environment requirements. This is clear context.

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

create_excel_workbookA

Create a NEW Excel workbook from typed sheet specs: each sheet carries name, headers, rows, cell formulas, freeze panes, number_format, conditional_format, data_validation, and column widths. Writes a new .xlsx at output_path and overwrites any file already there. For targeted changes to an existing workbook use edit_excel_workbook; for read-only inspection use analyze_excel_data.

ParametersJSON Schema
NameRequiredDescriptionDefault
sheetsYesWorksheets to build (in order).
optionsNoTool options.
metadataNoOptional document properties (title/author/...).
output_pathYesOutput .xlsx path to create.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.7/5.0
Behavior1/5

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

The description warns that the tool 'overwrites any file already there,' which is important behavioral context. However, the annotation destructiveHint=false contradicts this warning, since overwriting an existing file is a destructive side effect. Per the rubric, a description that contradicts annotations scores 1.

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

Conciseness4/5

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

The description is composed of three purposeful sentences, with the core creation intent first, the overwrite warning second, and usage routing third. The enumeration of sheet properties is somewhat redundant with the schema but still contributes to quick understanding.

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

Completeness4/5

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

The description covers core behaviors including creation, overwriting, and sibling routing. It acknowledges the diversity of sheet configuration through the property list and explains the difference between creating versus editing. The main gap is the contradiction with the destructive annotation, which could mislead agents.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents each parameter. The description repeats the sheet property names but does not add deeper meaning or usage context beyond the schema. A baseline 3 is appropriate.

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

Purpose5/5

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

The description clearly states a specific verb and resource: 'Create a NEW Excel workbook' from typed sheet specs, and lists the specific capabilities (headers, rows, formulas, freeze panes, etc.). It also implicitly differentiates from siblings by focusing on creation versus modification or analysis.

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

Usage Guidelines5/5

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

Explicit guidance is provided: use edit_excel_workbook for targeted changes to an existing workbook and analyze_excel_data for read-only inspection. This tells the agent exactly when to choose this tool versus the alternatives.

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

create_office_documentA

Create a NEW Word (.docx), Excel (.xlsx), or PowerPoint (.pptx) file from a structured content list of typed blocks (heading, paragraph, formula, table, image), with LaTeX-style markup (\bfseries{bold}) and math formulas (\frac{a}{b}). Writes to output_path (default: a temp file) and persists. To edit an existing file, use edit_office_document. Excel blocks may carry: sheet_name, cell+formula, freeze, chart_type+chart_data_range, number_format, conditional_format, data_validation, hyperlink, named_range. PPT blocks may carry: slide_index, slide_layout, notes, transition, chart_type+chart_data, rows (table), path (picture), fill/line (shape). Multiple PPT text/table/chart blocks stack onto one slide unless slide_index is set.

ParametersJSON Schema
NameRequiredDescriptionDefault
styleNoGlobal document style.
formatYesDocument format: - "docx": Word document — reports, letters, contracts, proposals - "xlsx": Excel workbook — spreadsheets, data tables, charts - "pptx": PowerPoint — slides, presentations, pitch decks
contentYesOrdered list of content blocks.
optionsNoTool options.
metadataNoDocument metadata (title, author, etc.).
output_pathNoOutput file path.
template_dataNoKey-value pairs to fill {{placeholder}} in content.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

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

Reveals concrete behaviors: persists output, default temp file, PPT block stacking overwrites slides unless slide_index provided. This goes well beyond the annotations. Could mention whether it overwrites existing output_path files (destructiveHint=false but not stated) — that's the main gap.

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

Conciseness4/5

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

The description is moderately long but front-loaded with the core action ('Create a NEW Word, Excel, or PowerPoint file') and switches to the sibling tool early. The format-specific details (Excel vs PPT block properties) are useful but slightly dense; still, they are organized and valuable. Minor redundancy with the schema ('action' default, 'output_path' default) but not bloated.

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

Completeness4/5

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

Covers most end-to-end context: when to use, what formats are supported, how blocks map to formats, output behavior, and the sibling tool for editing. Given 7 parameters and nested blocks, it could add a short example or note about template_data interplay, but it's already quite complete. The block types in description map well to schema fields (cell, formula, rows, style, template_data).

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

Parameters5/5

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

Although schema coverage is 100% (7 parameters fully described), the description adds significant semantic value: it explains the relationship between blocks and formats (Excel-only properties like cell/formula, PPT-only like slide_index/transition), clarifies 'Writes to output_path (default: a temp file) and persists', and emphasizes that unlisted-block properties are typed. The schema defines the shape; the description explains usage semantics (stacking, default behavior, format applicability), which is exactly what an agent needs.

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

Purpose5/5

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

The description states a specific action ('Create a NEW Word, Excel, or PowerPoint file') with a clear verb ('create'), object ('office document'), and scope (docx/xlsx/pptx). It explicitly says 'To edit an existing file, use edit_office_document', which differentiates it from the editing sibling. The description also names the three supported formats and details per-format capabilities (Excel blocks with formulas/conditional formatting, PPT blocks with slides/transitions), so an agent can unambiguously tell what this tool produces and how it differs from edit_office_document.

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

Usage Guidelines4/5

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

Gives clear context (create vs edit, format selection) and explicitly mentions the alternative tool. Missing explicit 'when NOT to use' exclusions beyond the edit case, but the guidance is sufficient.

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

create_presentationA

Create a NEW PowerPoint deck from typed slide specs: layout, title, bullets, positioned text boxes, tables, charts, pictures, speaker notes, and transitions. Writes a new .pptx at output_path and overwrites any file already there. To change an existing deck slide by slide instead, use edit_presentation.

ParametersJSON Schema
NameRequiredDescriptionDefault
slidesYesSlides to build (in order).
optionsNoTool options.
metadataNoOptional document properties (title/author/...).
output_pathYesOutput .pptx path to create.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.8/5.0
Behavior1/5

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

Annotation Contradiction: The description explicitly states the tool 'overwrites any file already there,' which is a destructive side effect on the output path, yet annotations declare destructiveHint=false. This creates conflicting signals for the agent about whether an existing file may be lost. The overwrite warning is transparent, but the annotation contradicts it, so the score must drop to 1 per the rubric.

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

Conciseness5/5

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

Three sentences with no filler. The first sentence states the primary purpose, the second exposes the overwrite side effect, and the third names the sibling alternative. Information is front-loaded and every sentence earns its place.

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

Completeness4/5

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

The description is largely complete: it names the tool's purpose, enumerates the supported slide components, discloses the overwrite behavior, and points to the alternative for editing. It does not describe the return value, but the context indicates an output schema exists. The only true gap is the annotation contradiction, which is addressed separately; otherwise, the description provides enough context for an agent to invoke the tool correctly.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents the parameters and nested slide structures. The description adds general context about output_path and the kinds of slide content supported, but it does not clarify ambiguous schema details such as the generic ToolOptions block (which references compare_documents actions unrelated to presentation creation). Baseline 3 is appropriate because the schema carries the parameter-semantic burden.

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

Purpose5/5

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

The description states a specific verb and resource ('Create a NEW PowerPoint deck') and enumerates the supported slide components (layout, title, bullets, positioned text boxes, tables, charts, pictures, notes, transitions). It explicitly distinguishes itself from edit_presentation by saying it creates from scratch rather than changing an existing deck slide by slide.

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

Usage Guidelines5/5

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

The description gives a clear condition for use: create a new .pptx from typed slide specs. It explicitly routes to a sibling tool: 'To change an existing deck slide by slide instead, use edit_presentation.' This gives the agent a direct when-to-use/when-not-to-use rule.

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

edit_excel_workbookA
Destructive

Edit an existing .xlsx workbook with typed operations: write_cell, set_formula, freeze_panes, add_chart, conditional_format, data_validation, add_table, sort, add_sheet, set_range_style, and number_format. Rewrites the file — when output_path is omitted the INPUT FILE IS OVERWRITTEN IN PLACE, so pass output_path or options {"backup": true} to keep a .bak copy. To build a new workbook use create_excel_workbook; to inspect one first use analyze_excel_data.

ParametersJSON Schema
NameRequiredDescriptionDefault
optionsNoTool options (dry_run, backup).
input_pathYesPath to the existing .xlsx workbook.
operationsYesTyped Excel edit operations applied in order.
output_pathNoOutput path (defaults to the input file).

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A5/5.0
Behavior5/5

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

While the annotations already indicate destructiveHint=true, the description adds critical behavioral specifics: rewriting the file, overwriting in place when output_path is omitted, and the backup option. It also mentions the dry_run option for validation without writing, providing a comprehensive picture of side effects.

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

Conciseness5/5

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

The description is well-structured: it opens with the core action, lists the operations compactly, then provides essential behavioral warnings and sibling alternatives. It is concise yet comprehensive, with no unnecessary fluff, and the key information (overwrite, backup) is prominently placed.

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

Completeness5/5

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

The tool is a mutation tool with output schema present, so return values need no explanation. The description covers all necessary context: how to perform edits, optional output path, backup behavior, dry-run validation, and how to avoid overwriting. It is complete for an agent to invoke the tool correctly.

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

Parameters5/5

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

All parameters have descriptions (schema coverage 100%), and the ExcelEditOp description in the schema explicitly lists which fields are meaningful for each action (e.g., 'write_cell': cell, value, sheet_name, style, is_formula). This gives clear parameter semantics beyond the terse per-field descriptions, ensuring the agent understands how to use each field.

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

Purpose5/5

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

The description clearly states the tool edits an existing .xlsx workbook and lists the specific typed operations (write_cell, set_formula, etc.), distinguishing it from creation and analysis tools. The verb 'edit' and resource '.xlsx workbook' make the purpose explicit.

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

Usage Guidelines5/5

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

The description provides explicit usage guidance by naming sibling tools: 'To build a new workbook use create_excel_workbook; to inspect one first use analyze_excel_data.' This tells the agent when to use this tool versus alternatives, and the mention of overwriting and backup options further clarifies usage scenarios.

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

edit_office_documentA
Destructive

Legacy general-purpose editor kept for backward compatibility; for Excel use edit_excel_workbook and for PowerPoint use edit_presentation instead of this wide operation model. Still supports replace/delete/modify/style/add/clear on any type plus the Excel/PPT capability actions. Rewrites the file — when output_path is omitted the INPUT FILE IS OVERWRITTEN IN PLACE, so pass output_path or options {"backup": true} for a .bak copy. New documents belong to create_office_document.

ParametersJSON Schema
NameRequiredDescriptionDefault
optionsNoTool options.
input_pathYesPath to the existing document.
operationsYesList of edit operations applied in order.
output_pathNoOutput path (defaults to the input file).

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.9/5.0
Behavior2/5

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

No annotations are provided to indicate read-only or destructive nature meaningful. The description only states it edits Word documents without describing side effects, reversibility, or whether it overwrites the source file, which is a significant gap for an edit tool.

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

Conciseness5/5

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

A single concise sentence that states the tool's purpose and names alternatives. Clear and efficient.

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

Completeness3/5

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

The description gives purpose and alternative routing but lacks behavioral details like output format, mutation of input, or return value. With no destructive/read-only hints beyond the false flags, the agent relies on the schema for specifics.

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

Parameters3/5

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

The schema provides detailed per-operation parameter descriptions with 100% coverage illustration. The description itself adds little parameter detail, relying on the schema, which is acceptable given the coverage. Slight deduction because the description does not summarize the key operation fields.

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

Purpose5/5

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

The description clearly identifies the tool as an editor for office documentsaisôcienta and specifies it can still edit Word documents, while naming the sibling tools for Excel and PPT. An agent can readily distinguish it from related tools.

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

Usage Guidelines5/5

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

Explicitly instructs to use edit_excel_workbook or edit_presentation instead for Excel/PPT, leaving no ambiguity about when this tool should be used.

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

edit_presentationA
Destructive

Edit an existing .pptx with typed operations: add_slide, add_text, replace_text, add_table, add_chart, add_picture, add_shape, apply_layout, set_transition, and add_notes. Rewrites the deck — when output_path is omitted the INPUT FILE IS OVERWRITTEN IN PLACE, so pass output_path or options {"backup": true} for a .bak copy. To generate a new deck use create_presentation.

ParametersJSON Schema
NameRequiredDescriptionDefault
optionsNoTool options (dry_run, backup).
input_pathYesPath to the existing .pptx presentation.
operationsYesTyped PowerPoint edit operations applied in order.
output_pathNoOutput path (defaults to the input file).

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.7/5.0
Behavior5/5

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

Annotations already mark destructiveHint=true, but the description adds crucial context: rewriting the deck and in-place overwrite when output_path is omitted. It also discloses the mitigation (output_path or backup option), which goes well beyond the structured annotation and is vital for safe invocation.

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

Conciseness5/5

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

The description is two sentences with no wasted words. It front-loads the purpose, lists operations efficiently, then delivers the critical overwrite warning and sibling pointer. Every sentence earns its place.

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

Completeness5/5

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

The description covers the most important context for a mutation tool: the destructive overwrite behavior and how to prevent it. Since an output schema exists and the input schema documents the per-operation fields, nothing essential is missing for an agent to call the tool correctly.

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

Parameters3/5

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

Schema description coverage is 100%, so the baseline is 3. The description lists the operation names but does not add parameter-level meaning beyond what the schema already provides; the schema itself documents per-action field mapping in the PptEditOp description. Therefore the description neither compensates nor degrades parameter semantics.

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

Purpose5/5

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

The description uses a specific verb and resource: 'Edit an existing .pptx with typed operations' and enumerates the exact supported operations. It also distinguishes itself from the sibling create_presentation by explicitly saying 'To generate a new deck use create_presentation', so an agent can tell them apart.

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

Usage Guidelines5/5

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

It explicitly states when to use the tool (editing an existing .pptx) and names the alternative for new decks: 'To generate a new deck use create_presentation'. It also gives essential usage guidance around output_path and the backup option, telling the agent to pass output_path or options {'backup': true} to avoid overwriting the input file.

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

extract_document_dataA
Read-onlyIdempotent

Read data from a document: metadata (author/title/etc.), text (plain text plus a block count), or structure (paragraphs/sheets/slides). Read-only — never modifies the input file. To compare two documents, use compare_documents.

ParametersJSON Schema
NameRequiredDescriptionDefault
modeNoWhat to extract: metadata, text, or structure.metadata
optionsNoTool options.
input_pathYesPath to the source document.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior3/5

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

The description restates the read-only and non-destructive behavior that the annotations already provide (`readOnlyHint: true`, `destructiveHint: false`, `idempotentHint: true`), so it adds little new behavioral disclosure. The mode-specific output hints (e.g., "plain text plus a block count") offer minor added context, but no deeper risks, auth needs, or side effects are described.

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

Conciseness5/5

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

The description is three short clauses, front-loaded with the core action, and every sentence earns its place. It conveys purpose, read-only safety, and a sibling alternative with no wasted words.

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

Completeness4/5

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

Given the presence of an output schema and strong annotations, the description is largely complete: it states what the tool extracts, confirms it is non-destructive, and offers a comparison alternative. The only notable gap is the confusing `options` parameter, which is not addressed, but the schema's 100% coverage mitigates this.

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

Parameters4/5

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

The schema already covers all parameters with 100% description coverage, so the baseline is 3. The description adds useful meaning to the `mode` parameter by giving examples (author/title, paragraphs/sheets/slides). However, it does not clarify the `options` parameter, whose schema references compare_documents-specific actions, so the description doesn't fully disambiguate all parameters.

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

Purpose5/5

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

The description uses a specific verb and resource: "Read data from a document," and enumerates the three extraction modes (metadata, text, structure) with concrete examples. It also distinguishes itself from the sibling `compare_documents` tool by saying "To compare two documents, use compare_documents."

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

Usage Guidelines5/5

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

It clearly states when to use the tool: when you need to read metadata, text, or structure. It gives an explicit alternative for a different use case (comparison), and the read-only declaration makes it clear this is not for editing or modifying documents.

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

fill_templateA

Fill {{key}} placeholders in a template document with data, expanding {{#each list}} loops and {{#if}}/{{#unless}} conditions. Writes a NEW file to output_path (default: _filled.); the input template is left unchanged. Run validate_template first to catch missing keys early.

ParametersJSON Schema
NameRequiredDescriptionDefault
dataYesKey-value data to fill placeholders. Supports nested objects.
optionsNoTool options.
output_pathNoOutput file path.
template_pathYesPath to the template document containing placeholders.

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

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

Beyond the annotations (which only mark non-readOnly, non-destructive), the description adds key behavioral context: it writes a NEW file, leaves input unchanged, and expands specific template constructs. This helps the agent understand side effects. It doesn't mention whether it can overwrite an existing output_path, but overall it adds meaningful behavior beyond annotations.

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

Conciseness5/5

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

The description is two sentences, front-loaded with the core verb and resource, then details output behavior and a recommended prerequisite. Every sentence contributes unique information, with no padding. It's concise and well-structured for quick scanning.

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

Completeness4/5

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

Given the tool has an output schema (not detailed here) and rich annotations, the description covers the main functionality, output behavior, and a usage tip. It doesn't elaborate on options like dry_run or backup, but those are already in the schema. The description is sufficient for an agent to decide when and how to call it, though it could mention how it handles nested data structures more explicitly.

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

Parameters4/5

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

Schema coverage is 100% (all parameters are described in the schema). The description adds value by specifying the default output_path behavior ('<template>_filled.<ext>'), which the schema does not mention. It also indirectly explains how data interacts with loops/conditions, though that's not parameter-specific. This raises the score above baseline from schema.

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

Purpose5/5

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

The description clearly states the tool fills placeholders in a template document, expanding loops and conditions, and writes a new file. It distinguishes itself from siblings like edit_office_document by explicitly noting it creates a new file and leaves the input unchanged. The verb 'fill' plus specific placeholder syntax and condition handling make the purpose unambiguous.

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

Usage Guidelines4/5

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

The description advises running validate_template first to catch missing keys early, providing a clear sequencing guideline. It does not explicitly mention when not to use this tool versus alternatives like edit_office_document or convert_document, but the 'new file' behavior implicitly contrasts with in-place modification. The guidance is adequate but lacks explicit alternatives and exclusions.

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

validate_templateA
Read-onlyIdempotent

Validate that all {{placeholder}} variables, {{#each}} loops, and {{#if}}/{{#unless}} conditions in a template can be resolved against data, reporting missing keys. Read-only — never modifies the file. Call this BEFORE fill_template to catch missing keys early.

ParametersJSON Schema
NameRequiredDescriptionDefault
dataYesKey-value data to validate against placeholders.
template_pathYesPath to the template document (.docx/.xlsx).

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds useful behavioral context by specifying what constructs are validated and that it reports missing keys, going slightly beyond the structured annotations without contradicting them.

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

Conciseness5/5

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

The description is two sentences with no filler. It front-loads the core purpose, states the safety guarantee, and gives actionable usage guidance. Every sentence earns its place.

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

Completeness5/5

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

Given the tool has rich annotations, a complete input schema, an output schema, and a clear relationship to fill_template, the description covers purpose, timing, and safety sufficiently. No critical context is missing for an agent to select and invoke this tool correctly.

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

Parameters3/5

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

Schema description coverage is 100%, with both parameters already described clearly in the input schema: data is 'Key-value data to validate against placeholders' and template_path is 'Path to the template document (.docx/.xlsx).' The description does not add significant parameter-level detail beyond what the schema provides, so the baseline of 3 is appropriate.

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

Purpose5/5

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

The description uses a specific verb ('Validate') with a clear resource ('template') and enumerates exactly what is checked ({{placeholder}} variables, {{#each}} loops, {{#if}}/{{#unless}} conditions). It also states the outcome ('reporting missing keys') and distinguishes itself from fill_template by name.

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

Usage Guidelines5/5

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

The description explicitly says 'Call this BEFORE fill_template to catch missing keys early,' giving clear when-to-use guidance and naming the related alternative tool. It also clarifies the read-only nature, reinforcing that this is a pre-flight check rather than a mutation operation.

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. Dates show when Glama detected each change.

  1. 7 tool updatesv0.8.0
    • Addedanalyze_excel_data
    • Addedcreate_excel_workbook
    • Changedcreate_office_document16 fields changed
      • addedInput schema / $defs / ContentBlock / properties / cell
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target cell reference, e.g. \"A1\" (Excel). Used by formula/hyperlink/write_cell.",
        +  "title": "Cell"
        +}
      • addedInput schema / $defs / ContentBlock / properties / chart_data
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "items": {},
        +        "type": "array"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "PPT chart data: first row series names, then [category, *values] rows.",
        +  "title": "Chart Data"
        +}
      • addedInput schema / $defs / ContentBlock / properties / chart_data_range
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel chart data range, e.g. \"Sheet1!A1:B10\".",
        +  "title": "Chart Data Range"
        +}
      • addedInput schema / $defs / ContentBlock / properties / chart_type
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Chart type: bar, line, pie, area, doughnut, scatter (Excel/PPT).",
        +  "title": "Chart Type"
        +}
      • addedInput schema / $defs / ContentBlock / properties / conditional_format
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel conditional format spec, e.g. \"B2:B100=color_scale\" or \"C1:C5=cell_is:greaterThan:20\".",
        +  "title": "Conditional Format"
        +}
      • addedInput schema / $defs / ContentBlock / properties / data_validation
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel data validation spec, e.g. \"C2:C50=list:yes,no\" or \"B1:B10=whole:1:100\".",
        +  "title": "Data Validation"
        +}
      • addedInput schema / $defs / ContentBlock / properties / formula
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel formula string, e.g. \"=SUM(B1:B10)\". Requires cell.",
        +  "title": "Formula"
        +}
      • addedInput schema / $defs / ContentBlock / properties / freeze
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel freeze panes cell, e.g. \"A2\".",
        +  "title": "Freeze"
        +}
      • addedInput schema / $defs / ContentBlock / properties / hyperlink
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "URL to hyperlink the cell given by `cell` to (Excel).",
        +  "title": "Hyperlink"
        +}
      • addedInput schema / $defs / ContentBlock / properties / named_range
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel named range spec, e.g. \"MyRange=A1:B2\".",
        +  "title": "Named Range"
        +}
      • addedInput schema / $defs / ContentBlock / properties / notes
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "PPT speaker notes text for the target slide.",
        +  "title": "Notes"
        +}
      • addedInput schema / $defs / ContentBlock / properties / number_format
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel number format spec, e.g. \"A1:A10=0.00%\".",
        +  "title": "Number Format"
        +}
      • addedInput schema / $defs / ContentBlock / properties / sheet_name
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target worksheet name (Excel). Routes write/formula/style to this sheet.",
        +  "title": "Sheet Name"
        +}
      • addedInput schema / $defs / ContentBlock / properties / slide_index
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "integer"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target slide index (0-based) for PPT content (tables/charts/text). None = current/last slide.",
        +  "title": "Slide Index"
        +}
      • addedInput schema / $defs / ContentBlock / properties / slide_layout
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "PPT slide layout name or index (applied on slide creation).",
        +  "title": "Slide Layout"
        +}
      • addedInput schema / $defs / ContentBlock / properties / transition
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "PPT slide transition name, e.g. \"fade\".",
        +  "title": "Transition"
        +}
    • Addedcreate_presentation
    • Addededit_excel_workbook
    • Changededit_office_document29 fields changed
      • changedInput schema / $defs / EditOperation / properties / action / description
        Previous value: -"Operation type:\n- \"replace\": find old_text, replace with new_text (regex optional)\n- \"delete\": remove text matching target\n- \"modify\": find old_text, replace with new_text\n- \"style\": apply a style string to the whole document\n- \"add\": append text at a column (Excel)\n- \"clear\": clear document content"New value: +"Operation type. Only the listed fields are meaningful per action:\n- \"replace\": old_text, new_text, regex (all doc types)\n- \"delete\": target, regex (all doc types)\n- \"modify\": old_text, new_text (all doc types)\n- \"style\": style, apply_all (all doc types)\n- \"add\": text, column (Excel append; Word/PPT append paragraph)\n- \"clear\": (no fields)\n- \"write_cell\": cell, text (value), sheet_name, style, is_formula (Excel)\n- \"set_formula\": cell, formula, sheet_name (Excel)\n- \"freeze_panes\": range (Excel)\n- \"add_chart\": chart_type + chart_data_range (Excel) OR chart_type + chart_data (PPT), sheet_name (Excel)\n- \"conditional_format\": conditional_format OR range + cell_is opts (Excel)\n- \"data_validation\": data_validation OR range (Excel)\n- \"add_table\": rows (first row = header), slide_index (PPT)\n- \"add_picture\": path, slide_index (PPT)\n- \"add_shape\": slide_index, fill, line, shape_type (PPT)\n- \"apply_layout\": slide_index, layout (PPT)\n- \"set_transition\": slide_index, transition (PPT)\n- \"add_notes\": slide_index, notes (PPT)\n- \"add_slide\": layout (PPT, optional)\n- \"sort\": range, key_columns, orders, order (Excel)\n- \"add_sheet\": sheet_name (Excel)\n- \"set_range_style\": range, style (Excel)\n- \"number_format\": number_format (\"RANGE=FORMAT\", e.g. \"A1:A10=0.00%\")\nUnused fields for an action are ignored."
      • changedInput schema / $defs / EditOperation / properties / action / enum
        Previous value: -[
        -  "replace",
        -  "delete",
        -  "modify",
        -  "style",
        -  "add",
        -  "clear"
        -]New value: +[
        +  "replace",
        +  "delete",
        +  "modify",
        +  "style",
        +  "add",
        +  "clear",
        +  "write_cell",
        +  "set_formula",
        +  "freeze_panes",
        +  "add_chart",
        +  "conditional_format",
        +  "data_validation",
        +  "add_table",
        +  "add_picture",
        +  "add_shape",
        +  "apply_layout",
        +  "set_transition",
        +  "add_notes",
        +  "add_slide",
        +  "sort",
        +  "add_sheet",
        +  "set_range_style",
        +  "number_format"
        +]
      • addedInput schema / $defs / EditOperation / properties / cell
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target cell reference, e.g. \"A1\" (Excel).",
        +  "title": "Cell"
        +}
      • addedInput schema / $defs / EditOperation / properties / cf_type
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Conditional format type (color_scale/data_bar/cell_is/formula).",
        +  "title": "Cf Type"
        +}
      • addedInput schema / $defs / EditOperation / properties / chart_data
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "items": {},
        +        "type": "array"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "PPT chart data for add_chart.",
        +  "title": "Chart Data"
        +}
      • addedInput schema / $defs / EditOperation / properties / chart_data_range
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel chart data range for add_chart.",
        +  "title": "Chart Data Range"
        +}
      • addedInput schema / $defs / EditOperation / properties / chart_type
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Chart type for add_chart.",
        +  "title": "Chart Type"
        +}
      • addedInput schema / $defs / EditOperation / properties / dv_type
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Data validation type (list/whole/decimal/date/text_length).",
        +  "title": "Dv Type"
        +}
      • addedInput schema / $defs / EditOperation / properties / fill
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Shape fill color hex (add_shape).",
        +  "title": "Fill"
        +}
      • addedInput schema / $defs / EditOperation / properties / formula
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Excel formula string (set_formula).",
        +  "title": "Formula"
        +}
      • addedInput schema / $defs / EditOperation / properties / formula1
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Data validation formula1 (e.g. \"yes,no\").",
        +  "title": "Formula1"
        +}
      • addedInput schema / $defs / EditOperation / properties / formula2
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Data validation formula2 (e.g. upper bound).",
        +  "title": "Formula2"
        +}
      • addedInput schema / $defs / EditOperation / properties / is_formula
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "boolean"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "write_cell only: true stores text as a formula (must start with \"=\"), false forces a literal string even when it starts with \"=\", omitted keeps the automatic behaviour.",
        +  "title": "Is Formula"
        +}
      • addedInput schema / $defs / EditOperation / properties / key_columns
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "type": "integer"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "0-based sort key columns (sort).",
        +  "title": "Key Columns"
        +}
      • addedInput schema / $defs / EditOperation / properties / layout
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Slide layout name/index (apply_layout).",
        +  "title": "Layout"
        +}
      • addedInput schema / $defs / EditOperation / properties / line
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Shape line color hex (add_shape).",
        +  "title": "Line"
        +}
      • addedInput schema / $defs / EditOperation / properties / notes
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Speaker notes text (add_notes).",
        +  "title": "Notes"
        +}
      • addedInput schema / $defs / EditOperation / properties / number_format
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Number format spec \"RANGE=FORMAT\" (number_format).",
        +  "title": "Number Format"
        +}
      • addedInput schema / $defs / EditOperation / properties / order
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Single sort order asc/desc (sort).",
        +  "title": "Order"
        +}
      • addedInput schema / $defs / EditOperation / properties / orders
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Per-key sort orders asc/desc (sort).",
        +  "title": "Orders"
        +}
      • addedInput schema / $defs / EditOperation / properties / path
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Image path (add_picture).",
        +  "title": "Path"
        +}
      • addedInput schema / $defs / EditOperation / properties / range
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Cell range for freeze_panes/conditional_format/data_validation/add_chart (Excel).",
        +  "title": "Range"
        +}
      • addedInput schema / $defs / EditOperation / properties / rows
        Added value: +{
        +  "anyOf": [
        +    {
        +      "items": {
        +        "items": {},
        +        "type": "array"
        +      },
        +      "type": "array"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Table rows for add_table (PPT). First row is the header.",
        +  "title": "Rows"
        +}
      • addedInput schema / $defs / EditOperation / properties / shape_type
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Autoshape type (add_shape), e.g. rectangle/oval/arrow/line.",
        +  "title": "Shape Type"
        +}
      • addedInput schema / $defs / EditOperation / properties / sheet_name
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target worksheet (Excel).",
        +  "title": "Sheet Name"
        +}
      • addedInput schema / $defs / EditOperation / properties / slide_index
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "integer"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Target slide index (PPT add_table/add_chart).",
        +  "title": "Slide Index"
        +}
      • changedInput schema / $defs / EditOperation / properties / text / anyOf
        Previous value: -[
        -  {
        -    "type": "string"
        -  },
        -  {
        -    "type": "null"
        -  }
        -]New value: +[
        +  {
        +    "type": "string"
        +  },
        +  {
        +    "type": "integer"
        +  },
        +  {
        +    "type": "number"
        +  },
        +  {
        +    "type": "boolean"
        +  },
        +  {
        +    "type": "null"
        +  }
        +]
      • changedInput schema / $defs / EditOperation / properties / text / description
        Previous value: -"Text to add (add)."New value: +"Text to add (add) or scalar value to write (write_cell; formulas start with \"=\")."
      • addedInput schema / $defs / EditOperation / properties / transition
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Transition name (set_transition).",
        +  "title": "Transition"
        +}
    • Addededit_presentation
  2. 7 tool updates
    • Changedcompare_documents4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "compare_documentsDictOutput",
        +  "type": "object"
        +}
    • Changedconvert_document4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "convert_documentDictOutput",
        +  "type": "object"
        +}
    • Changedcreate_office_document4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "create_office_documentDictOutput",
        +  "type": "object"
        +}
    • Changededit_office_document4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "edit_office_documentDictOutput",
        +  "type": "object"
        +}
    • Changedextract_document_data4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "extract_document_dataDictOutput",
        +  "type": "object"
        +}
    • Changedfill_template4 fields changed
      • addedInput schema / $defs / ToolOptions / properties / action
        Added value: +{
        +  "anyOf": [
        +    {
        +      "enum": [
        +        "compare",
        +        "snapshot",
        +        "list_snapshots",
        +        "restore"
        +      ],
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Sub-operation for compare_documents: \"compare\" (default) diffs two documents; \"snapshot\" records path_a state; \"list_snapshots\" lists recorded snapshots; \"restore\" writes a snapshot back to path_b.",
        +  "title": "Action"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_dir
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Directory to store/read document snapshots (default: ~/.tianshang-scribe/snapshots/).",
        +  "title": "Snapshot Dir"
        +}
      • addedInput schema / $defs / ToolOptions / properties / snapshot_id
        Added value: +{
        +  "anyOf": [
        +    {
        +      "type": "string"
        +    },
        +    {
        +      "type": "null"
        +    }
        +  ],
        +  "default": null,
        +  "description": "Snapshot identifier used by the restore action.",
        +  "title": "Snapshot Id"
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "fill_templateDictOutput",
        +  "type": "object"
        +}
    • Changedvalidate_template1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "title": "validate_templateDictOutput",
        +  "type": "object"
        +}
  3. 7 tool updatesv0.3.0
    • First observedcompare_documents
    • First observedconvert_document
    • First observedcreate_office_document
    • First observededit_office_document
    • First observedextract_document_data
    • First observedfill_template
    • First observedvalidate_template

TDQS

A4/5.0
Disambiguation2/5

Multiple tools have unclear boundaries: create_office_document can produce Excel and PowerPoint files, making its purpose overlap directly with create_excel_workbook and create_presentation. Similarly, the legacy edit_office_document duplicates the typed editors, and extract_document_data overlaps with analyze_excel_data for reading. The long cross-referencing descriptions try to compensate, but an agent could easily pick the wrong tool for a create-xlsx or create-pptx task.

Naming Consistency4/5

The server follows a consistent verb_noun snake_case convention throughout (create_*, edit_*, analyze_*, extract_*, convert_*, compare_*, fill_*, validate_*), making the intent of each tool predictable. Minor deviations exist: compare_documents is plural while others are singular, and objects alternate granularity (excel_workbook vs office_document vs presentation vs template) rather than using one unifying noun. Overall the pattern is easy to learn and apply.

Tool Count5/5

At 12 tools, the server sits comfortably in the well-scoped 3-15 range for a document-processing domain covering Word, Excel, PowerPoint, and templates. The count is substantial enough to cover the full workflow without feeling bloated or sparse.

Completeness4/5

The server covers the document lifecycle well: create (excel/office/presentation), read (extract/analyze), update (edit variants), plus convert, compare, snapshots, and template fill/validate. Major gaps include the lack of delete/remove operations (e.g., no remove_sheet or delete_slide) and comparison that only supports Word, with Excel/PPT hitting UNSUPPORTED_FORMAT errors. These are workable gaps rather than dead ends.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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