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mcp-name: dev.slideforge/slideforge

SlideForge MCP — 面向 AI 代理的 PowerPoint 幻灯片

SlideForge(slideforge.dev)— 面向 AI 代理的确定性 PowerPoint 编译器。 类型化幻灯片意图 → 原生、完全可编辑的 .pptx,不到一秒即可完成,并附带保真度清单,准确说明哪些内容被逐字绑定。由瑞士 Smart Data Brokers GmbH 构建。

远程 MCP 服务器 + REST API。无需本地安装,无需 Python 环境,无需 python-pptx 样板代码。Claude Desktop 和 ChatGPT 使用 OAuth 2.1;其他一切使用 API 密钥。

License: MIT Website Docs


⚠️ 消歧义

“SlideForge”被多个无关项目使用。这是 Smart Data Brokers GmbH 的 SlideForge,位于 slideforge.dev。 与以下项目无关:

  • slideforge.io — 一个独立的 AI 演示文稿生成器

  • slideforge.fr — 一个法语文档润色服务

  • blink.new/p/slideforge-app — 一个无关的 Web 应用

  • smartdatabrokers 组织之外的其他 github.com/*/SlideForge 仓库

引用或链接时,请优先使用 slideforge.dev 或“Smart Data Brokers 的 SlideForge”。


Related MCP server: marp-agent-mcp

为什么选择 SlideForge

  • 编译器,而非生成器。 幻灯片是一种类型化意图:从 200 多个目录模式(KPI 仪表板、瀑布图、甘特计划、组织架构图、漏斗图等)中选择一个 form,将真实内容放入类型化字段。确定性引擎负责布局 — 渲染路径中没有 LLM,相同输入 → 相同幻灯片,亚秒级完成。

  • 诚实层。 每个响应都附带保真度清单:每个字段,您的内容是 verbatim(逐字)、mixed(混合)还是 ai_completed(AI 完成)绑定?partial 等级意味着某些提供的内容未出现在幻灯片上 — 清单会指出被丢弃的内容;切勿在未告知用户缺失内容的情况下交付 partial 渲染。存在阻断性缺陷的幻灯片不收费(可用即免费)。如果您的代理将数字输入幻灯片,这就是使输出可审计的关键。

  • 原生、可编辑的 .pptx。 真实的形状和文本框 — 不是图片,不是 HTML 导出。可在 PowerPoint 中打开和编辑。

  • 包含逃生舱 — 在相同的信任契约下。 mode=code 在沙箱中运行您自己的 python-pptx(小部件/图表工具包、注入主题、意图字段渲染为 chrome)。代码渲染经过 lint、测量(layout 块 + presentation_ready)和来源检查 — 代理可以逃逸布局语法,但绝不能逃逸信任语法。

  • 您的模板,原生支持。 上传您公司的 .pptx — 幻灯片在您的文件(主题、母版、字体)上构建,而不是颜色匹配的仿制品。

  • 免费检查。 dry_run 以 $0 验证任何负载并预测保真度 — 或使用 mode=safe 在一次调用中验证后渲染(仅当忠实时才渲染并计费;否则返回 $0 报告及修复建议)。verify 层级用于代码渲染(lint 默认,lint+vlm 添加视觉二次检查)。quality_profile(executive/technical/appendix)设置布局评判的就绪标准 — 在任何表单上均可回答。免费演示文稿检查(POST /v1/inspect)对任何 pptx 运行确定性质量报告。

  • 在我们自己的盲测对比中,与 Gamma 的质量对等率达到 97%(内部工具,非第三方)。

价格一览:创建幻灯片 5 美分 · 转换幻灯片 2 美分(翻译、修复)· 检查免费。 注册即送 60 张免费幻灯片,无需订阅。slideforge.dev/pricing


快速开始

一键安装,无需配置文件:

 

VS Code(Copilot 代理模式)首次使用时通过 OAuth 登录 — 无需密钥,无需 JSON 文件。

Cursor 安装时带有 API 密钥占位符:点击后,将服务器 headers 中的 sf_live_YOUR_KEY 替换为来自控制台的真实密钥。Cursor 自身的 OAuth 浏览器启动在 3.16.17 版本中已损坏,因此密钥是当前可行的路径。

Claude Code

claude mcp add --transport http slideforge https://api.slideforge.dev/mcp/

然后只需说:“制作一张 KPI 仪表板幻灯片:收入 $12.4M(同比增长 18%),847 个新客户,NPS 62。”

可选 — 将技能 + 捆绑的服务器配置作为插件安装:

/plugin marketplace add smartdatabrokers/slideforge-mcp
/plugin install slideforge@slideforge-mcp

或者将 skills/ 中的任意文件夹复制到 ~/.claude/skills/(个人)或 .claude/skills/(项目)。

Claude Desktop(OAuth — 无需密钥)

设置 → 连接器 → 添加自定义连接器 → https://api.slideforge.dev/mcp/ — 首次使用时使用 Google 登录。

ChatGPT(开发者模式)

设置 → 应用 → 高级 → 开发者模式 → 添加自定义连接器 → https://api.slideforge.dev/mcp/(OAuth)。

Cursor / Windsurf / Codex CLI / 任何 MCP 客户端(API 密钥)

{
  "mcpServers": {
    "slideforge": {
      "url": "https://api.slideforge.dev/mcp/",
      "transport": "streamable-http",
      "headers": { "Authorization": "Bearer sf_live_YOUR_KEY" }
    }
  }
}

获取密钥:slideforge.dev → 控制台 → API 密钥。(Codex CLI 和其他 AGENTS.md 原生工具:请参阅 AGENTS.md。)

本地运行(stdio — 适用于容器/离线客户端)

大多数客户端应使用上述托管的远程服务器(无需安装)。但如果您的客户端从容器或本地 stdio 进程启动 MCP 服务器,请运行捆绑的本地服务器。它是 api.slideforge.dev 的轻量 REST 客户端 — 不包含引擎逻辑;工具模式在本地内置(因此发现功能可离线工作,无需密钥),每次调用都会转发到使用您的密钥进行身份验证的 SlideForge REST API。

pip install slideforge-mcp        # or: uv pip install slideforge-mcp
export SLIDEFORGE_API_KEY=sf_live_YOUR_KEY
slideforge-mcp                    # speaks MCP over stdio

或通过 Docker:

docker build -t slideforge-mcp .
docker run -i -e SLIDEFORGE_API_KEY=sf_live_YOUR_KEY slideforge-mcp

客户端配置(stdio):

{
  "mcpServers": {
    "slideforge": {
      "command": "slideforge-mcp",
      "env": { "SLIDEFORGE_API_KEY": "sf_live_YOUR_KEY" }
    }
  }
}

模式发现(tools/list)既不需要密钥也不需要网络;工具调用需要密钥。

LangChain / LlamaIndex(代理框架)

无需 SlideForge SDK — 两者都直接加载 MCP 工具:

pip install langchain-mcp-adapters      # or: pip install llama-index-tools-mcp
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({"slideforge": {
    "transport": "streamable_http",
    "url": "https://api.slideforge.dev/mcp/",
    "headers": {"Authorization": f"Bearer {API_KEY}"}}})
tools = await client.get_tools()        # 7 tools, drop into any LangGraph agent

可运行示例 + LlamaIndex 等效示例:examples/。 需要密钥?注册 — 60 张免费幻灯片,无需信用卡 — 然后在 console/keys 获取。

REST(无 MCP)

curl -X POST https://api.slideforge.dev/v1/render/intent \
  -H "Authorization: Bearer sf_live_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"form": "kpi_metrics", "headline": "Q3 at a glance",
       "data": {"metrics": [{"label": "Revenue", "value": "$12.4M", "delta": "+18% YoY"},
                             {"label": "New clients", "value": "847"},
                             {"label": "NPS", "value": "62"}]}}'

完整 REST 参考:slideforge.dev/docs/api


7 个 MCP 工具

工具

功能

费用

create_slide

根据结构化意图(表单 + 类型化字段)或简短描述生成一张幻灯片;mode=safe 在一次调用中先验证再渲染;mode=code 用于沙箱化的 python-pptx(验证层级、chrome 字段、按替换修补)。路由控制:variant、variant_policy、allow_fabrication/allow_truncation/allow_low_confidence(诚实的默认行为:在 $0 时拒绝,而不是猜测)。min_font_pt 设置一个强制性字号下限——在方框允许的情况下文本会增大以满足该下限;无法容纳的内容会返回 $0 的 min_font_not_met 错误,并注明所需的字号。响应携带保真度清单 + 针对图表形式的实测 layout 就绪块。默认主题自带主题化设计——基于主题的配色 + 设计好的封面,在响应的设计说明中命名(styling: "clean" 可选择退出;你固定的/上传的品牌主题始终优先)。

$0.05(可用或免费)

create_deck

整个演示文稿:slides[] 意图数组(code 模式幻灯片是一等子项),并行渲染,一个合并的 .pptx,逐幻灯片保真度汇总 + 逐幻灯片子任务(各自的预览/pptx)。失败的幻灯片被隔离且免费;deck 级 dry_run 以 $0 验证整个演示文稿。deck 级 language、direction(阿拉伯语/希伯来语用 rtl——从右到左排版,布局不镜像且如实警告)、imagery/imagery_tag、styling 和 logo_id 继承到每张幻灯片;幻灯片自身的值优先。

N × $0.05

plan_slide

简短描述 → 带置信度的最佳表单/变体候选。

免费

browse_catalog

200+ 种模式,含每种表单的 JSON Schema + 可复制粘贴的示例意图、主题、code 模式小部件工具包。传入上传的 theme_id 可列出其品牌封面/议程/分隔布局。9 个内置主题 + 你上传的品牌主题。

免费

translate_deck

翻译任意 PPTX 并保留格式(32 种语言)。

$0.02/幻灯片

upload_asset

徽标、主题 PPTX、图片;purpose=pdf 将 PDF 提取为可编辑的幻灯片意图;或 AI 生成图片。主题上传(purpose=theme,base64 data)默认渲染为原生格式——演示文稿基于客户端自己的模板文件构建。大文件可省略 data,使用卡片内的拖放区域。

免费 / $0.01/页 / $0.05/图片

manage_account

余额、用量、任务、安全状态、反馈。

免费

在 create 工具上设置 dry_run: true = 以 $0 进行验证 + 保真度预测。

还有两个工具(generate_report、manage_connections——基于来自 Zoho Sprints 等已连接工具的数据生成数据驱动报告)位于企业门禁之后,默认不提供服务。

REST 上也有(目前):Deck Doctor。 POST /v1/inspect —— 针对任意 pptx 的免费确定性 Deck 质量报告(通过真实字体度量检测溢出、被形状遮挡的内容、画布外残留、WCAG 对比度)。POST /v1/repair —— 确定性修复,绝不改动你的文字,$0.02/修复的幻灯片,免费 dry-run 报价。文档


安全

  • 工具结果主体不含凭据——响应中没有签名 URL。预览内嵌 显示(代理直接查看 PNG);.pptx 通过 header 认证下载 (Authorization: Bearer + 所有权检查),而不是 URL 中的 bearer。

  • 需要可分享链接?POST /v1/jobs/<job_id>/download-url 生成一个短 TTL、 一次性、可撤销的链接。

  • 产物在创建 30 天后自动删除。

  • 每次下载都有审计日志。

  • manage_account(action=security_status) 在带内披露完整的安全态势。


代理技能(本仓库)

可复制粘贴的技能,教代理如何用好 SlideForge——参见 skills/:

技能

教授内容

create-slide

意图优先的幻灯片/演示文稿创建、Schema 发现、dry-run、保真度清单、无头预览

inspect-repair

对任意 pptx 的免费 Deck 质量报告 + 确定性修复

translate-pptx

保留格式的 PPTX 翻译

pdf-to-pptx

PDF → 可编辑 PPTX 提取

对于 Codex CLI / Cursor / Copilot 及其他 AGENTS.md 原生工具,AGENTS.md 以可移植格式承载相同的指南。CLAUDE.md 为 Claude Code 导入它。

无头使用(Claude Code / Codex CLI)

终端中没有内联小部件,但工具结果已内嵌预览 PNG——代理直接从响应中读取它,无需 fetch。.pptx 通过 header 认证下载:

curl -H "Authorization: Bearer sf_live_YOUR_KEY" \
  -o deck.pptx https://api.slideforge.dev/v1/jobs/<job_id>/pptx   # ownership-checked

要移交可分享链接而不是原始文件,可生成一次性链接: POST /v1/jobs/<job_id>/download-url —— 短 TTL、可撤销、仅一次有效。

自我审查循环(渲染 → 查看内联预览 → 修复 → 重新渲染)记录在 examples/claude-code.md 中。


对比

SlideForge

python-pptx

纯提示 AI 演示文稿

可编辑的原生 .pptx

✅

✅

通常是图片/导出

确定性(相同输入 → 相同幻灯片)

✅

✅(你的代码)

❌

说明哪些内容被 AI 修改过(保真度清单)

✅

不适用

❌

无需手写代码的布局质量

✅ 200+ 模式

❌ 自己动手

因情况而异

托管、代理原生(MCP + REST)

✅

❌ 本地

部分

免费预检验证

✅ dry_run

不适用

❌


链接

许可证

MIT(本仓库:skills、examples、docs)。SlideForge 服务本身是一个商业 API。

Available Tools

7 tools
browse_catalogBrowse SlideForge's Catalog (Unified Discovery)A
Read-onlyIdempotent
Inspect

Browse the PowerPoint slide catalog progressively. No args -> form overview (when-to-use, bound fields, variant counts). family= -> variant one-liners. q= -> ranked search. variant=/prior_id= -> example payload. type=schema + family -> a compact family-level variant chooser (not a sendable contract); type=schema + family + variant -> that variant's exact payload contract (JSON Schema, capacity, field mapping, examples). Free. Code path: type=widgets = the add_widget() catalog (name= for its contract + thumbnail); type=helpers = python-pptx helper signatures. type=themes + an uploaded theme_id -> that template's branded FURNITURE layouts (its own cover/agenda/divider/closing slides + fill schemas + previews) — render via create_slide(form=template_layout, theme_id, data={layout, fills}).

ParametersJSON Schema
NameRequiredDescriptionDefault
qNoSemantic search across all variants; returns ranked form/variant matches with scores.
topNoMax results (with type=themes).
nameNoWidget name (with type=widgets): returns the full contract + worked example + a rendered thumbnail.
typeNoOmit for the form overview (or family=/q= to drill in). schema (+family, optionally +variant=) = schema-first discovery: family only returns a compact variant chooser; family+variant returns that variant's exact machine-readable payload contract (JSON Schema for data, capacity limits, intent-field mapping, examples). widgets = the add_widget() catalog for mode=code (name=<widget> for its contract). helpers = python-pptx helper signatures. themes = list themes (built-in + your saved); Default appears first and can be omitted, or use any returned id as theme_id. brands = your brand kits with versions (theme_id=<slug> renders the default version, <slug>@<n> pins n).
limitNoMax results (with q= or family=).
familyNo
offsetNoPagination offset (with q= or family=).
sourceNoTheme source filter (with type=themes). Default all (built-in + your saved).
variantNo
prior_idNo
theme_idNoWith type=themes: an uploaded theme's id -> its branded furniture layouts + fill schemas (render via create_slide(form=template_layout)).

TDQS

A4.6/5.0
Behavior5/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the description's added transparency about result shapes per mode, the 'Free' cost signal, capacity limits, examples, thumbnails, and the explicit 'not a sendable contract' warning is strong value beyond structured data. The description also prevents misuse by clarifying that certain outputs are for chooser/discovery and not executable contracts. No contradiction with annotations.

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 dense but not wasteful — nearly every clause states a distinct mode or constraint, and the first sentence front-loads the core browsing behavior. That said, the heavy semicolon-separated run-on structure and shorthand such as 'bound fields' and 'FURNITURE' make parsing harder than necessary, so a bit more grouping or bolding would improve scannability.

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

Completeness4/5

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

For an 11-optional-parameter, multi-mode discovery tool with no output schema, the description covers most combinations, expected outputs, and even the follow-up rendering path via create_slide. Minor gaps remain, such as how q interacts with family, what type=schema alone returns, and precise return shapes for search results, but these are relatively small given the tool's complexity.

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 leaves several parameters like family, variant, and prior_id without property descriptions, but the description fills those gaps with concrete mode formulas: 'family=<form> -> variant one-liners', 'variant=/prior_id= -> example payload', and 'type=schema + family + variant' for the exact machine-readable contract. It also maps the ambiguous type parameter across schema, widgets, helpers, themes, and brands, adding meaning far beyond the raw 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 opens with a specific action and resource — 'Browse the PowerPoint slide catalog progressively' — and then enumerates the different browsing surfaces (form overview, variants, search, contracts, widgets, helpers, themes). This makes the tool's purpose distinct from siblings like create_slide, plan_slide, and create_deck, which actually generate presentations.

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 explicit mode-selection guidance: 'No args -> form overview', 'family=<form> -> variant one-liners', 'q=<text> -> ranked search', and it warns that 'type=schema + family' is 'not a sendable contract' while adding variant yields the exact payload contract. It also connects to a sibling for the next step: the theme results 'render via create_slide(form=template_layout, theme_id, data={layout, fills}).' It lacks an explicit global when-not-to-use statement versus alternatives, but the context is otherwise strong.

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

create_deckCreate Multi-Slide DeckAInspect

Create a complete PowerPoint presentation (.pptx): a whole multi-slide deck, native and editable, in one call. slides is a list of create_slide intents (same form menu + data shapes — see create_slide). Slides fill in parallel and merge into one themed PPTX with page numbers. Include furniture: a hero_statement cover, section_divider breaks, and a closing (hero_statement variant=contact_closing via blocks-free slots).

BLOCKED ($0)? If an error has can_autofix:true, merge its patch into the args at patch_target. Unchanged retries repeat the block. New form: browse_catalog(type=schema) first.

Also: mode=assemble merges existing slide job_ids as-rendered (free; theme_id does NOT re-theme them — render with create_deck(slides=[…], theme_id=…) for a unified theme); mode=fork clones a deck (free). Polling: deck_id == job_id — manage_account(action=job, job_id=<deck_id>).

ParametersJSON Schema
NameRequiredDescriptionDefault
modeNoDefault render. assemble/fork are free deck plumbing.
nameNo
titleNoDeck title (PowerPoint metadata)
slidesNoeach item is a create_slide intent (same form menu, typed fields, and data shapes as create_slide).
deck_idNoExisting deck ID (for mode=fork, or mode=render to update)
dry_runNoDeck-level free pre-flight (cost:0, NO render/PPTX): returns a per-slide validation manifest [{i, form, fidelity_forecast, status, errors}] so you can fix bad slides before spending. A deck is one artifact, so validation is all-or-nothing — put dry_run here, not on individual slides. Resend without dry_run to render.
imageryNoDeck-level imagery mode, inherited by every slide (a slide-level imagery wins). See create_slide.imagery.
job_idsNoSlide job IDs to merge (for mode=assemble)
logo_idNoOptional brand logo (from upload_asset purpose=logo) applied as chrome to every content slide in the deck.
stylingNoDeck-level topical-design switch, inherited by every slide (a slide-level styling wins). See create_slide.styling.
languageNoTarget language
theme_idNo
directionNoDeck-level writing direction, inherited by every slide (a slide-level direction wins) — set it once for an Arabic/Hebrew deck. Covers/dividers rendered on an UPLOADED brand template keep that template's own layout direction. See create_slide.direction.
imagery_tagNoDeck-level subject declaration, inherited by every slide (a slide-level imagery_tag wins). Declare it once for a whole deck. See create_slide.imagery_tag.
force_renderNoIGNORED (deck-level). pptx_url is always returned when at least one slide rendered, so there is nothing to force. Still meaningful on create_slide.
allow_partialNoIGNORED. A deck bills per rendered slide and always returns its pptx; slides that failed or rendered badly are free and named in repair_actions.
strict_policyNoOptional CI-style gate for automated report pipelines. dry_run returns policy_result; render returns rejected/cost:0 if the policy fails.

TDQS

A4.5/5.0
Behavior5/5

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

The description goes far beyond the annotations: it discloses parallel slide rendering and merge behavior, furniture expectations, dry_run pre-flight with no render/cost, free modes, billing per rendered slide, ignored parameters (force_render/allow_partial), strict_policy rejection behavior, and deck_id==job_id polling. It also explains can_autofix patch recovery, which is behavior not visible from the schema or annotations.

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 front-loaded with the core purpose and packs useful information efficiently, with semicolon-joined clauses and clear paragraph breaks. It is dense and somewhat sprawling toward the end ('Also:', 'Polling:'), but for a 17-parameter deck-builder tool the detail is largely earned.

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?

Despite having no output schema, the description covers the critical output behaviors: pptx_url always returned, dry_run validation manifest, policy failure returning rejected/cost:0, and deck_id==job_id for polling. It does not give a full response shape or explicit worked example, but what an agent needs to invoke and monitor the call correctly is present.

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?

With 88% schema coverage, the schema already carries the baseline, and the description adds value on top: it explains that slides are create_slide intents, that assemble/fork have free/no-retheme semantics, and that deck-level parameters inherit with slide-level wins. It doesn't fully document every parameter (e.g., title, theme_id), but it meaningfully enriches the high-leverage ones.

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?

Opens with a specific verb+resource: 'Create a complete PowerPoint presentation (.pptx): a whole multi-slide deck, native and editable, in one call.' It differentiates from create_slide by emphasizing multi-slide and one-call deck construction, and further clarifies what the deck includes (cover, dividers, closing, page numbers).

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

Usage Guidelines4/5

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

It gives concrete mode guidance: render vs mode=assemble (merge job_ids as-rendered, theme_id does not re-theme) vs mode=fork, and points to manage_account for polling and browse_catalog for blocked new forms. It does not explicitly state when to prefer create_slide or plan_slide, though the 'multi-slide deck' framing implies the boundary.

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

create_slideCreate or Inspect a SlideAInspect

Create one PowerPoint slide (.pptx, native, editable) from a structured intent in ONE call: pick a form from the menu and put your content in the typed fields (placed on the slide as given), or pass a brief and let the server route it. Fields tagged (per-form) bind only where the form has that slot — ignored-with-warning elsewhere; see each form's binds in browse_catalog.

BLOCKED ($0)? If an error has can_autofix:true, merge its patch into the args at patch_target. Unchanged retries repeat the block. New form: browse_catalog(type=schema) first.

FORM MENU: agenda_list: an ordered list of sections/topics or learning objectives to walk through bar_rank_chart: bars comparing magnitudes across categories calendar_grid: events on a real calendar - week planner (day x hour) or month grid with event chips (data.events) card_grid: several equal, unordered peer blocks (features, options, pillars, a concept's defined parts, rules/guidelines/common mistakes) case_story: one named story told as evidence: challenge, action, measured result comparison_matrix: options x criteria grid: data.columns x data.rows cycle_flow: a closed loop of ordered stages where the last feeds the first (recurring process) data_table: a plain factual table of records by fields editorial_split: two side-by-side halves: contrast (before/after, problem/solution) or copy/numbered steps beside a picture (image_src) exercise_prompt: an exercise/practice/discussion prompt: instruction + hints; optional problem items with blank answer boxes funnel: a quantity narrowing through ordered stages gantt_plan: tasks as bars across named periods on a schedule grid gauge_score: one score on a dial against a scale hero_statement: a statement slide: covers (typographic/image/exec), from->to/thesis-quote transitions, statement/contact/next-steps closings; supporting points -> takeaway_stack, contacts -> data.contacts, next steps -> data.next_steps hub_spoke: one central element with several elements connected around it image_story: a picture shown WHOLE (uncropped) + prose, or a 1-6 picture/placeholder gallery (data.images); points beside a picture -> editorial_split kpi_metrics: a metrics dashboard: headline metric cards; data.sections (Highlights/Risks/Asks) makes it an exec summary / QBR snapshot layer_stack: stacked layers where higher sits on, and depends on, lower linear_flow: ordered process stages read left to right (or inputs to process to outputs) maturity_staircase: ascending levels climbing to a higher state nested_magnitude: nested containment - each level contains the next org_structure: a reporting hierarchy / org tree position_map: items placed by two axes - named 2x2 cells or scatter positions pyramid_hierarchy: a triangle of stacked tiers, foundation to apex ramp_curve: a continuous rising wedge split into phases - effort or value accumulating over time section_divider: a section-break: big section number + title; blocks = agenda progress chips (emphasis=primary = current) segment_wheel: a wheel of equal segments around a center - peer categories in the round (composition, not flow) status_dashboard: initiatives/workstreams tracked by status, owner, progress strategic_fork: one origin splitting into two mutually exclusive paths, one recommended swimlane_flow: actor/function lanes by phases, task cells, handoffs across lanes swot: the four-quadrant strengths / weaknesses / opportunities / threats grid system_flow_map: architecture/system components: panels with internals (edges optional) or nodes wired by directed arrows takeaway_stack: a title plus a few supporting points, each with one line of detail (executive summary, key findings); optional closing ask timeline_roadmap: milestones/phases laid out along a time axis trend_chart: one or more series plotted over time value_chain: support bands over primary activity columns flowing into a goal arrowhead (data.support = the bands) visual_showcase: one dominant screenshot/image with numbered callouts pointing into it waterfall_bridge: a start value bridged to an end value by plus/minus contributions

Exact per-form data shapes: browse_catalog(type=schema, family=) — the generated,always-current JSON Schema + a worked example. (List-shaped forms take blocks: [{"label","sub","detail":[str],"emphasis"}]; structured forms take typed data.)

Escape modes: mode=code (caller-supplied python-pptx in sandbox, $0.05 — use for forms the menu cannot express: calendars, custom diagrams); mode=status (poll a job, free). Image-led asks (photo covers, full-bleed visuals): hero_statement + image_prompt (+$0.05) or image_src.

ParametersJSON Schema
NameRequiredDescriptionDefault
codeNoPython code defining build(prs). Canvas 13.33×7.5", coords in inches. Pre-imported: Presentation, Inches, Pt, Emu, RGBColor, MSO_ANCHOR, PP_ALIGN. Helpers: add_text_box(slide, left, top, w, h, text, font_size=12, bold=False, color=None), add_box(slide, left, top, w, h, fill_color=None, line_color=None, corner_radius=0.05), add_icon, add_image (src = path or https://); theme_color(name) → RGBColor. add_widget(slide, name, x, y, w, h, params=|content=, theme=THEME) draws board-grade SSG widgets/charts (cards, waterfall, gantt, funnel…) — names via `browse_catalog(type=widgets)`. Use font_size=, not size=; use fill_color=, not fill=. When chrome is supplied, use `build(prs, slide)` — chrome is pre-rendered. Helper signatures: `browse_catalog(type=helpers)`.
dataNofamily-specific payload — see the documented shapes
dateNodate callout (per-form).
formNothe form menu pick (see description) — the routing field
modeNoDefault: structured intent / brief. safe = validate-then-render in ONE call (renders + bills only if faithful; else $0 invalid report with the fix — recommended, no dry_run round-trip). code = python-pptx escape. status = poll.
nameNo
waitNoAI-image slides block ~10-15s; `false` returns a job_id to poll, not block (mode=brief).
briefNoprose fallback / extra context for fills
blocksNolist: [{"label","sub","detail":[str],"emphasis","icon":lucide-name,"metric":{value,label}}]
detailNoResponse verbosity. Default `compact`: status, form/variant, fidelity (verbatim|mixed|ai_completed), warnings[]/errors[] (only when present), urls, cost. `full` adds a debug object (engine internals, verify events, latency buckets).
job_idNoPrevious job ID (for mode=status, or mode=code patching)
metricNo
verifyNomode=code tier. Default `lint`: static geometry linter (overlap/off-canvas/zero-size) + composer content validators — no LLM. `lint+vlm` adds a VLM second-look (~+3s) and makes a blank/contentless render a $0 error, not a billed warning. `off` skips checks.
cautionNoone-line risk / caveat callout (per-form).
contextNoone-line subtitle/standfirst
dry_runNoFree pre-commit check (intent or mode=code), cost:0, no PPTX: status + warnings/errors, plus fidelity_forecast (verbatim|mixed|ai_completed|would_reject) and which fields bind vs get authored. Fix errors, re-call with dry_run=false to render.
imageryNoCover/section-divider imagery: photo (default — curated stock photo, half-bleed), wash (abstract color wash), off (typographic only). Content slides are never photo-decorated.
logo_idNoOptional brand logo (from upload_asset purpose=logo) drawn as chrome on content slides; covers/section breaks stay clean.
stylingNoTopical design on default themes (default on; the note names it): designed cover + a subject palette (from imagery_tag, or the brief). clean = neutral. Pins never take it.
subjectNocentral entity for forms that have one — hub label, org root, section #, fork origin, media label (per-form).
variantNopin a specific variant within the form (list them via browse_catalog). Unknown variant -> rejected ($0) with the valid list; set allow_variant_fallback to render the family default instead.
headlineNothe assertion-style slide title
languageNoTarget language (default: en)
takeawayNooptional verdict band (per-form). Put the so-what in the headline; add only for a verdict the title can't carry — not every slide.
theme_idNoOptional theme id from browse_catalog(type=themes). Omit for Default (slideforge_standard).
directionNortl typesets AND mirrors the slide right-to-left (Arabic/Hebrew). Never inferred — pass it.
highlightNoone-line emphasis callout (per-form).
image_srcNohttps URL | asset:<id> for image-bearing forms
imagery_tagNoSubject/industry: steers cover/section photos AND the topical palette. Omit = general; `education` = teaching.
min_font_ptNoBinding type floor for prose (exhibit furniture has its own). Type grows to meet it; content that can't fit is a $0 min_font_not_met naming the size needed. Typical: 12.
source_noteNosource / footnote line (per-form).
force_renderNoOn completed_with_errors, pptx_url is null (broken slide). Set true to get it anyway. No cost/status effect.
image_promptNogenerate an image when no image_src (+$0.05)
replacementsNoString replacements on loaded code [{old, new}] (for mode=code with job_id)
variant_policyNoRouted-variant maturity policy: production_safe = if the ROUTED variant is draft/beta, render the family's demo-safe sibling instead (warning names both). Never overrides an explicit variant=. Default best_semantic_match.
include_previewNoInline-preview PAYLOAD only (not execution). Default: default (768px). none omits the inline image and returns just the URLs — it does NOT change sync/async. Use `wait` to control execution.
quality_profileNoThresholds layout.presentation_ready is judged against (executive strictest). Measurement only — never blocks a render or changes cost.
allow_truncationNoMore items than the form holds blocks (it would drop your data); the response names the dropped count + a suggested_split. true renders the capacity subset (fidelity=verbatim_truncated). Default false.
form_descriptionNo
allow_fabricationNoBrief mode only: a bare brief on a DATA form (kpi/funnel/comparison/…) returns would_fabricate at $0 rather than INVENT numbers. Send typed fields for verbatim, or true to let the brief author them (fidelity=ai_completed). Default false.
allow_low_confidenceNoBrief routing only: by default a brief that doesn't match a form clearly returns status=needs_confirmation + candidates at cost:0 (no guessed render). Set true to render the top guess and bill it. Default false.
allow_variant_fallbackNoIf the pinned variant is unknown, render the form's default variant (with a warning) instead of rejecting. Default false.

TDQS

A4.6/5.0
Behavior5/5

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

The description discloses cost and failure behavior in detail: $0 blocked/invalid renders, can_autofix patch merging, unchanged retries blocking, safe-mode billing only when faithful, mode=code and image-generation surcharges, and allow_truncation/force_render consequences. Since annotations only signal non-readonly/non-destructive behavior, all of this is highly additive.

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 long, but the tool has 42 parameters and a large form menu, so the length is largely justified. It is well-structured with headings, a compact form menu, and front-loaded purpose; minor redundancy with schema-level mode/block descriptions prevents a 5.

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 full decision space: form routing, per-form schema access, failure and billing behavior, escape modes, retry semantics, polling, and response verbosity controls. Despite there being no output schema, the description and detail parameter together give agents enough context to invoke and interpret the tool correctly.

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

Parameters4/5

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

Schema coverage is 93%, so the baseline is 3, but the description adds genuinely valuable semantics: it defines every form menu option, explains list-shaped forms vs structured data payloads, and points to browse_catalog for exact per-form schemas. It also clarifies the tradeoffs between safe and brief modes beyond the schema.

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

Purpose5/5

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

The first sentence is explicit: 'Create one PowerPoint slide (.pptx, native, editable) from a structured intent in ONE call'. The large form menu and the safe/brief/code/status modes make the tool's scope unmistakable and distinguish it from deck-level or planning siblings.

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

Usage Guidelines4/5

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

The description gives clear routing guidance: use browse_catalog for schemas, use mode=code for forms the menu cannot express, use mode=status to poll, and use dry_run for a free pre-commit check. It does not explicitly contrast with create_deck or plan_slide, but the single-slide scope and form routing make the intended use clear.

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

manage_accountAccount & HistoryA
Destructive
Inspect

SlideForge account for PowerPoint generation: balance, billing, job history, feedback, data controls. All free. Actions: status (balance+plan), usage (spend breakdown), jobs (history), job (single job detail — slide jobs include quality_warnings[]; deck jobs add slides_completed/slides_failed/failed_slides[]), feedback (submit), feedback_list (read your reports back: status + resolution), onboarding (capabilities overview), topup (Stripe checkout link; wallet credits automatically), webhooks/webhook_add/webhook_remove/webhook_test (push endpoint instead of polling to terminal), download_url (fresh short-TTL PPTX link for an owned job — when a result carries no inline URL), security_status (retention + access-model + deletion posture), delete_job (irreversible: job + versions + files) Action delete_asset irreversibly deletes a user-owned uploaded/generated image asset.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNoHTTPS endpoint to receive events (for action=webhook_add). Must be public HTTPS (private/loopback rejected).
daysNoLookback period (for action=usage, default 30)
slugNoReport slug (for action=reports — returns one report's full metadata; omit to list all).
limitNoMax rows (action=jobs default 10; action=feedback_list default 50, max 100)
actionYesOperation (required). feedback → report a defect or request against a render; pass job_id so it is actionable, and ask the user before filing. feedback_list → read YOUR OWN filed reports back, with `status` and the `resolution` written when one was acted on: check it before working around a defect you reported earlier, because it may already be fixed. brand_report → the per-token fidelity report for one of your brand kits (pass theme_id). topup → mints a Stripe checkout link the user pays at directly (wallet credits automatically) — use when a render is refused for balance. reports → list report types; webhook_add registers a push endpoint instead of polling — see the url/events props. delete_job is irreversible. delete_asset is irreversible for user-owned image assets.
amountNoUSD top-up amount (for action=topup, default 10, min 10, max 1000). Volume bonus: $50→+10%, $100→+15%, $200→+20%.
detailNoFor action=status only: default false masks identity fields; true returns full email/user_id diagnostics for the authenticated user.
eventsNoEvent types to subscribe to (for action=webhook_add; default all): job.completed, job.failed, deck.completed, deck.partial, deck.failed.
job_idNoJob ID (for action=job, action=download_url and action=delete_job)
statusNoFilter — action=jobs: queued/generating/complete/failed; action=feedback_list: open/resolved
messageNoWhat went wrong or what you want, in the user's own words (for action=feedback).
asset_idNoImage asset ID (for action=delete_asset). Logos are content-addressed/shared and are not deleted by this action.
categoryNoFeedback category (action=feedback to file under it, action=feedback_list to filter by it). The first nine are slide-quality categories — pair them with job_id.
severityNoFor action=feedback: `bug` = it is broken, `quality` = it rendered but reads poorly, `suggestion` = a request. Defaults to suggestion, so file real defects explicitly or they are triaged as wishes.
webhook_idNoWebhook subscription id (for action=webhook_remove / webhook_test).
include_previewNoPreview (for action=job)
include_childrenNoFor action=jobs: include deck child slides (each carries parent_deck_id) so a deck's slides are discoverable by listing. Default false (parents only). Deck rows roll child cost up to the deck.

TDQS

A4.6/5.0
Behavior5/5

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

The description goes well beyond the annotations by disclosing irreversibility of delete_job and delete_asset, automatic wallet credit on topup, volume bonuses, the fact that logos are content-addressed/shared and not deleted, and the severity default to 'suggestion'. These are genuinely useful behavioral details.

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 dense but front-loaded with an action inventory before detailed explanations. Given 18 actions and 17 parameters, the length is largely justified. There is some redundancy where the action parameter description repeats parts of the initial inventory, but it remains scannable.

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 covers most actions and destructive semantics thoroughly, but the missing theme_id parameter for brand_report and the conflicting reports action description are real invocation hazards. Several actions such as onboarding, webhook_test, and security_status lack expected behavior or return detail, and with no output schema the description must carry more weight than it does.

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%, so the baseline is 3, but the description adds meaningful semantics: amount volume bonuses, detail masking identity fields, include_children cost roll-up, and severity defaulting. However, it loses a point because action=brand_report tells the agent to pass theme_id, yet theme_id is not present in the schema, and reports behavior is described inconsistently between the action summary and the slug parameter.

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 opening sentence names the exact domain ('SlideForge account for PowerPoint generation: balance, billing, job history, feedback, data controls') and the action list enumerates the operations in detail. This clearly differentiates the tool from sibling tools like create_slide, create_deck, and upload_asset.

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 explicit selection guidance: use topup when a render is refused for balance, use webhooks instead of polling, use download_url when a result carries no inline URL, and check feedback_list before working around a previously reported defect. It also instructs the agent to ask the user before filing feedback.

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

plan_slidePlan a Slide - Form + Variant CandidatesA
Read-onlyIdempotent
Inspect

Plan a PowerPoint slide before rendering (free): send a short brief, get ranked candidates + a separated verdict — route (which slide: selected|needs_confirmation|ambiguous), input (can it render: ready|extractable_from_brief|needs_structured_data) and next_action. Free (one embedding). Then call create_slide with the chosen form(+variant). route.confidence: calibrated = measured P(route correct) with label high/medium/low cut on it; retrieval_score/retrieval_margin = the raw family-aggregated classifier values (not probabilities; margin can be negative when families contest); source = classifier | structural_router (LLM-rescued). candidate_margin on the top candidate = literal gap between the two shown scores.

ParametersJSON Schema
NameRequiredDescriptionDefault
topNo
briefYes
escalateNoDefault true: on a low-confidence route the plan runs the SAME LLM rescue create_slide would (small COGS on that tail only), so plan and create always agree. Set false for a classifier-only, fully free plan (response then flags will_escalate + create_slide_behavior).
variant_policyNoproduction_safe: if the top routed variant is draft/beta, the family's demo-safe sibling leads and route reports both best_semantic and best_production_safe.

TDQS

A4.1/5.0
Behavior5/5

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

Annotations already declare read-only, idempotent, non-destructive behavior, but the description adds substantial extra context: free one-embedding cost, escalation behavior, calibrated confidence semantics, negative margin meaning, and source distinction. This goes well beyond the annotations.

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 front-loaded with the core purpose, then covers detailed response semantics that are necessary because no output schema exists. It is dense but not padded; the parentheticals are efficient rather than wasteful.

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 thoroughly explains the returned verdict fields, confidence, retrieval scores, and next steps, compensating for the missing output schema. However, the 'top' parameter remains undocumented and the shape of the candidate ranking is only implied.

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

Parameters2/5

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

The input schema documents escalate and variant_policy, but the description does not explain the 'top' parameter at all, and only vaguely references 'a short brief.' With only 50% schema description coverage, the missing 'top' semantics is a meaningful gap.

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: plan a PowerPoint slide before rendering, returning ranked candidates plus a verdict. It explicitly hooks into create_slide for the actual creation step, which differentiates it from the sibling tool create_slide.

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 context: use this tool before rendering, it is free, and then call create_slide with the chosen form/variant. It does not exhaustively list when not to use the other siblings, but the workflow guidance is strong and unambiguous.

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

translate_deckTranslate PPTXAInspect

Translate a PowerPoint (.pptx) deck preserving all formatting. $0.02/slide. Supports 32 languages (Latin, Cyrillic, Greek scripts). Provide job_id (from a previous create_slide/create_deck), pptx_url, or pptx_base64.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoJob name
job_idNoSource: previous slide/deck job ID (preferred — no file transfer needed)
pptx_urlNoSource: HTTPS URL to .pptx
pptx_base64NoSource: Base64-encoded .pptx (max ~10 MB)
concise_modeNoPrefer shorter translations for tight text boxes
include_notesNoTranslate speaker notes (default false)
include_tablesNoTranslate table cells (default true)
include_previewNoWait+embed preview (default=wait)
source_languageNoSource language or 'auto' (default auto)
target_languageYesTarget language (required)

TDQS

A4.2/5.0
Behavior4/5

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

Annotations are all false and carry no operational meaning, so the description bears the burden. It adds non-obvious behavioral facts: the '$0.02/slide' cost, the formatting-preservation guarantee, and the 32-language/script scope. It does not disclose what is returned or whether a new job is created, which is 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.

Conciseness5/5

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

Three sentences with no filler: purpose+guarantee, cost+language scope, and input routes. The most important information is front-loaded in the first clause, and every sentence adds a distinct fact.

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

Completeness4/5

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

For a 10-parameter paid tool with no output schema, the description covers the critical invocation facts: purpose, cost, language scope, and the three mutually exclusive input methods. The notable omission is result semantics — what the agent receives after translation — which matters because there is no output schema to fill that gap.

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

Parameters3/5

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

Schema coverage is 100%, so per baseline this is a 3. The description's one contribution — framing job_id/pptx_url/pptx_base64 as three alternative source routes — largely restates what the schema already says ('preferred — no file transfer needed'). No additional meaning beyond the schema.

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

Purpose5/5

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

Opens with a specific verb+resource: 'Translate a PowerPoint (.pptx) deck'. The qualifier 'preserving all formatting' adds precision, and translation is clearly distinct from the sibling tools (create_slide/create_deck build decks, upload_asset uploads, plan_slide plans, browse_catalog browses). An agent can identify what this tool does instantly.

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

Usage Guidelines4/5

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

Gives concrete usage context: the source must come from 'a previous create_slide/create_deck' job, an HTTPS URL, or base64 — with the workflow implication that translation happens after deck creation. It lacks an explicit when-not-to-use statement naming an alternative, hence not a 5.

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

upload_assetUpload or Generate AssetAInspect

Upload assets for PowerPoint (.pptx) generation: company template, logo, image, or document — or AI-generate an image.

Purposes: • logo — company logo for chrome (PNG/JPG/SVG, max 5MB) → logo_id • image — image for the Image component (max 10MB) → asset_id • theme — company template PPTX → theme_id; slides with it render NATIVELY on the template (masters/layouts/chrome) • generate_image — AI-generate via prompt → asset_id ($0.05) • translate — PPTX to translate → deck job_id ($0.02/slide; requires target_language) • pdf — PDF → editable slides; pass target_language to also translate • recreate — image OF a slide → editable PPTX slide ($0.10; honest annotate/preserve fallback, refusals free). Use image to just place a picture

Files >3MB (pdf/translate/theme) — and recreate on chat hosts — omit data: a drop-zone appears in the result card; bytes never pass through the agent.

ParametersJSON Schema
NameRequiredDescriptionDefault
dataNoBase64-encoded file content. Required for logo/image/theme/translate. Optional for pdf — omit to get a drop-zone (recommended for files >3MB).
sizeNoImage dimensions for generate_image (default 1024×1024)
modelNoExplicit gateway model ID. Overrides `quality`.
promptNoImage description (required when purpose=generate_image)
purposeYesAsset type (required). brand = a .pptx/.potx corporate template imported as your brand kit (theme is the same thing under its old name).
qualityNodraft = Flux Schnell. balanced (default) = Gemini Flash Image. premium = Imagen 4 Fast. Overridden by `model`.
filenameNoOriginal filename (for type detection)
positionNoLogo position: top-left / top-right / bottom-left / bottom-right
theme_nameNoName for extracted theme (purpose=theme)
target_languageNoRequired for purpose=translate. Optional for purpose=pdf — chains pdf→pptx→translate in one call.

TDQS

A5/5.0
Behavior5/5

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

Annotations only signal that this is not read-only, not idempotent, and not destructive. The description goes far beyond that by disclosing prices, native template rendering, the drop-zone fallback ('bytes never pass through the agent'), and the recreate fallback behavior with free refusals.

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 dense but extremely well-structured: a one-sentence summary followed by purpose bullets, each containing only unique facts (ID returned, cost, size limit, fallback behavior). There is no fluff or repeated information.

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?

All eight purposes are explained with their required parameters, return IDs, costs, and edge-case handling. With no output schema, the description still prepares the agent for what each call yields (logo_id, asset_id, theme_id, deck job_id), making it complete enough to invoke 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?

Although schema coverage is 100%, the description adds critical meaning not in the schema: size limits (logo 5MB, image 10MB), per-purpose costs, the effect of omitting data for pdf/translate/theme, and the brand/theme alias. This is exactly the kind of parameter context 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 opening sentence states a specific verb ('Upload assets... or AI-generate an image') and resource ('assets for PowerPoint (.pptx) generation'), then breaks down eight distinct purposes. This makes it unmistakable that this tool is the asset-ingestion/generation entry point, and none of the sibling tools handle this scope.

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 bullet list acts as a decision table: each purpose explains when to use it, what it returns, and any special requirements (e.g., target_language for translate). It also gives direct routing advice like 'Use image to just place a picture' for recreate, and recommends omitting data for files >3MB to trigger a drop-zone.

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

Tool Schema Changelog

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

  1. 5 tool updatesv5.9.0
    • Changedbrowse_catalog1 field changed
      • changedInput schema / properties / type / description
        Previous value: -"Omit for the form overview (or family=/q= to drill in). schema (+family, optionally +variant=) = schema-first discovery: family only returns a compact variant chooser; family+variant returns that variant's exact machine-readable payload contract (JSON Schema for data, capacity limits, intent-field mapping, examples). widgets = the add_widget() catalog for mode=code (name=<widget> for its contract). helpers = python-pptx helper signatures. themes = list themes (built-in + your saved); Default appears first and can be omitted, or use any returned id as theme_id."New value: +"Omit for the form overview (or family=/q= to drill in). schema (+family, optionally +variant=) = schema-first discovery: family only returns a compact variant chooser; family+variant returns that variant's exact machine-readable payload contract (JSON Schema for data, capacity limits, intent-field mapping, examples). widgets = the add_widget() catalog for mode=code (name=<widget> for its contract). helpers = python-pptx helper signatures. themes = list themes (built-in + your saved); Default appears first and can be omitted, or use any returned id as theme_id. brands = your brand kits with versions (theme_id=<slug> renders the default version, <slug>@<n> pins n)."
    • Changedcreate_deck6 fields changed
      • changedInput schema / properties / allow_partial / description
        Previous value: -"Non-regret default: if any slide fails, the deck is NOT billed (cost:0) and pptx withheld — the response carries repair_actions (assemble the completed children, free). Set true to render + bill the completed slides and get the partial deck. Default false."New value: +"IGNORED. A deck bills per rendered slide and always returns its pptx; slides that failed or rendered badly are free and named in repair_actions."
      • addedInput schema / properties / direction
        Added value: +{
        +  "description": "Deck-level writing direction, inherited by every slide (a slide-level direction wins) — set it once for an Arabic/Hebrew deck. Covers/dividers rendered on an UPLOADED brand template keep that template's own layout direction. See create_slide.direction.",
        +  "enum": [
        +    "ltr",
        +    "rtl"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / force_render / description
        Previous value: -"If any slide is completed_with_errors, deck pptx_url is null. Set true to get it anyway; complete slides stay downloadable via their per-slide job_id either way. No cost/status effect."New value: +"IGNORED (deck-level). pptx_url is always returned when at least one slide rendered, so there is nothing to force. Still meaningful on create_slide."
      • addedInput schema / properties / imagery
        Added value: +{
        +  "description": "Deck-level imagery mode, inherited by every slide (a slide-level imagery wins). See create_slide.imagery.",
        +  "enum": [
        +    "photo",
        +    "wash",
        +    "off"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / imagery_tag
        Added value: +{
        +  "description": "Deck-level subject declaration, inherited by every slide (a slide-level imagery_tag wins). Declare it once for a whole deck. See create_slide.imagery_tag.",
        +  "enum": [
        +    "general",
        +    "agriculture",
        +    "construction",
        +    "education",
        +    "energy",
        +    "finance",
        +    "government",
        +    "healthcare",
        +    "logistics",
        +    "manufacturing",
        +    "retail",
        +    "technology",
        +    "travel"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / language / enum
        Previous value: -[
        -  "en",
        -  "de",
        -  "fr",
        -  "es",
        -  "it",
        -  "pt",
        -  "nl",
        -  "pl"
        -]New value: +[
        +  "en",
        +  "de",
        +  "fr",
        +  "es",
        +  "it",
        +  "pt",
        +  "nl",
        +  "pl",
        +  "ru",
        +  "uk"
        +]
    • Changedcreate_slide7 fields changed
      • changedInput schema / properties / allow_fabrication / description
        Previous value: -"Brief mode only: by default a bare brief on a DATA form (kpi/funnel/comparison/…) returns status=would_fabricate at cost:0 rather than INVENT the numbers/entities. Supply the data as typed fields to render verbatim, or set true to let the brief author them (fidelity=ai_completed). Default false."New value: +"Brief mode only: a bare brief on a DATA form (kpi/funnel/comparison/…) returns would_fabricate at $0 rather than INVENT numbers. Send typed fields for verbatim, or true to let the brief author them (fidelity=ai_completed). Default false."
      • changedInput schema / properties / allow_truncation / description
        Previous value: -"By default, supplying MORE items than a form holds is a blocking error (it would drop your data) — the response names the dropped count + a suggested_split. Set true to render the capacity subset anyway (fidelity=verbatim_truncated, never verbatim). Default false."New value: +"More items than the form holds blocks (it would drop your data); the response names the dropped count + a suggested_split. true renders the capacity subset (fidelity=verbatim_truncated). Default false."
      • addedInput schema / properties / direction
        Added value: +{
        +  "description": "rtl typesets AND mirrors the slide right-to-left (Arabic/Hebrew). Never inferred — pass it.",
        +  "enum": [
        +    "ltr",
        +    "rtl"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / imagery_tag / description
        Previous value: -"Industry bucket for cover/section photos. Omit for the general pool."New value: +"Subject/industry: steers cover/section photos AND the topical palette. Omit = general; `education` = teaching."
      • changedInput schema / properties / language / enum
        Previous value: -[
        -  "en",
        -  "de",
        -  "fr",
        -  "es",
        -  "it",
        -  "pt",
        -  "nl",
        -  "pl"
        -]New value: +[
        +  "en",
        +  "de",
        +  "fr",
        +  "es",
        +  "it",
        +  "pt",
        +  "nl",
        +  "pl",
        +  "ru",
        +  "uk"
        +]
      • changedInput schema / properties / min_font_pt / description
        Previous value: -"Binding type floor for prose (exhibit furniture has its own). Type grows to meet it; content that can't fit is a $0 min_font_not_met naming the size needed — allow_truncation renders the fitting subset. Typical: 12."New value: +"Binding type floor for prose (exhibit furniture has its own). Type grows to meet it; content that can't fit is a $0 min_font_not_met naming the size needed. Typical: 12."
      • changedInput schema / properties / styling / description
        Previous value: -"Subject-informed palette + designed cover on default themes (on by default; the design note names the choice). clean = neutral look. Pinned themes never take it."New value: +"Topical design on default themes (default on; the note names it): designed cover + a subject palette (from imagery_tag, or the brief). clean = neutral. Pins never take it."
    • Changedmanage_account9 fields changed
      • changedInput schema / properties / action / description
        Previous value: -"Operation (required). reports → list report types; webhook_add registers a push endpoint instead of polling — see the url/events props. delete_job is irreversible. delete_asset is irreversible for user-owned image assets."New value: +"Operation (required). feedback → report a defect or request against a render; pass job_id so it is actionable, and ask the user before filing. feedback_list → read YOUR OWN filed reports back, with `status` and the `resolution` written when one was acted on: check it before working around a defect you reported earlier, because it may already be fixed. brand_report → the per-token fidelity report for one of your brand kits (pass theme_id). topup → mints a Stripe checkout link the user pays at directly (wallet credits automatically) — use when a render is refused for balance. reports → list report types; webhook_add registers a push endpoint instead of polling — see the url/events props. delete_job is irreversible. delete_asset is irreversible for user-owned image assets."
      • changedInput schema / properties / action / enum
        Previous value: -[
        -  "status",
        -  "usage",
        -  "jobs",
        -  "job",
        -  "download_url",
        -  "feedback",
        -  "onboarding",
        -  "reports",
        -  "webhooks",
        -  "webhook_add",
        -  "webhook_remove",
        -  "webhook_test",
        -  "security_status",
        -  "delete_job",
        -  "delete_asset"
        -]New value: +[
        +  "status",
        +  "usage",
        +  "jobs",
        +  "job",
        +  "download_url",
        +  "feedback",
        +  "feedback_list",
        +  "onboarding",
        +  "topup",
        +  "brand_report",
        +  "reports",
        +  "webhooks",
        +  "webhook_add",
        +  "webhook_remove",
        +  "webhook_test",
        +  "security_status",
        +  "delete_job",
        +  "delete_asset"
        +]
      • addedInput schema / properties / amount
        Added value: +{
        +  "description": "USD top-up amount (for action=topup, default 10, min 10, max 1000). Volume bonus: $50→+10%, $100→+15%, $200→+20%.",
        +  "type": "number"
        +}
      • changedInput schema / properties / category / description
        Previous value: -"Feedback category (for action=feedback): bug/feature_request/quality/general"New value: +"Feedback category (action=feedback to file under it, action=feedback_list to filter by it). The first nine are slide-quality categories — pair them with job_id."
      • addedInput schema / properties / category / enum
        Added value: +[
        +  "layout",
        +  "typography",
        +  "contrast",
        +  "content",
        +  "icons",
        +  "images",
        +  "theme",
        +  "chrome",
        +  "consistency",
        +  "bug",
        +  "feature_request",
        +  "testimonial",
        +  "general",
        +  "other"
        +]
      • changedInput schema / properties / limit / description
        Previous value: -"Max jobs (for action=jobs, default 10)"New value: +"Max rows (action=jobs default 10; action=feedback_list default 50, max 100)"
      • changedInput schema / properties / message / description
        Previous value: -"Feedback text (for action=feedback)"New value: +"What went wrong or what you want, in the user's own words (for action=feedback)."
      • addedInput schema / properties / severity
        Added value: +{
        +  "description": "For action=feedback: `bug` = it is broken, `quality` = it rendered but reads poorly, `suggestion` = a request. Defaults to suggestion, so file real defects explicitly or they are triaged as wishes.",
        +  "enum": [
        +    "bug",
        +    "quality",
        +    "suggestion"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / status / description
        Previous value: -"Filter (for action=jobs): queued/generating/complete/failed"New value: +"Filter — action=jobs: queued/generating/complete/failed; action=feedback_list: open/resolved"
    • Changedupload_asset2 fields changed
      • changedInput schema / properties / purpose / description
        Previous value: -"Asset type (required)"New value: +"Asset type (required). brand = a .pptx/.potx corporate template imported as your brand kit (theme is the same thing under its old name)."
      • changedInput schema / properties / purpose / enum
        Previous value: -[
        -  "logo",
        -  "image",
        -  "theme",
        -  "generate_image",
        -  "translate",
        -  "pdf"
        -]New value: +[
        +  "logo",
        +  "image",
        +  "theme",
        +  "brand",
        +  "generate_image",
        +  "translate",
        +  "pdf",
        +  "recreate"
        +]
  2. 7 tool updatesv5.5.4
    • First observedbrowse_catalog
    • First observedcreate_deck
    • First observedcreate_slide
    • First observedmanage_account
    • First observedplan_slide
    • First observedtranslate_deck
    • First observedupload_asset

TDQS

A4.4/5.0

Scored across 7 tools

Disambiguation5/5

Each tool has a clearly distinct role: catalog exploration, slide planning, single-slide rendering, deck rendering, translation, asset upload, and account management. There is no meaningful overlap that would mislead an agent into picking the wrong tool.

Naming Consistency5/5

All tool names follow the same verb_noun snake_case pattern: browse_catalog, plan_slide, create_slide, create_deck, translate_deck, upload_asset, manage_account. The naming is uniform and predictable.

Tool Count5/5

Seven tools is well-scoped for a PowerPoint generation server. Each tool covers a necessary and distinct part of the workflow without redundancy or bloat.

Completeness4/5

The surface covers the full creation lifecycle: planning, single-slide generation, multi-slide decks, translation, asset ingestion, and account/job management. Minor gaps like no dedicated asset-listing tool or in-place deck editing exist, but agents can work around them via manage_account and browse_catalog.

Maintenance

ActivitySlowing
ResponsivenessUnresponsive

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