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google-slides-mcp

A uvx-runnable MCP server for low-level interaction with the Google Slides API.

It is built to be more capable than typical Slides MCPs. In addition to reading presentations and slides as structured objects, it can:

  • Find existing presentations in your Drive — native Google Slides and PowerPoint (.pptx) files — by name, content, or recency ("the last deck I created"), and import a .pptx as a native Slides deck so every other tool works on it.

  • Reuse a "model template" / showcase deck with full fidelity. Copy a styled showcase deck, duplicate the example slides you want (e.g. a 3‑column layout), fill them with content, and prune the rest — leaving a result functionally identical to hand‑editing the showcase (masters, layouts, theme and colors are all preserved).

  • Edit element bounding boxes in points (position/size) without doing affine matrix math, plus raw transform / z‑order / grouping control.

  • Render slides to PNG and diff two renders so you can verify output is pixel‑perfect.

  • Work with review comments. See exactly where every comment thread sits — a slide, an element, a range of text, table cells or the speaker notes — reply to and resolve them, and leave anchored comments to propose a change without editing (Slides has no suggestion mode). Text edits through set_element_text change only the words that differ, so comments on the rest stay attached.

  • Issue raw batchUpdate requests for anything the convenience tools don't cover, optionally guarded by the revision you read.

Every tool makes a bounded number of API calls and returns trimmed output, so an LLM driving it has a predictable, finite cost.


Why the template workflow works this way

The Google Slides API has no native cross‑presentation slide copy. duplicateObject only works within one presentation, and recreating a slide's elements by hand in another deck loses fidelity (placeholder inheritance, master styling and theme colors are dropped).

The high‑fidelity pattern this server implements is:

  1. copy_presentation → Drive files.copy clones the entire showcase deck, preserving masters, layouts, theme and color scheme.

  2. catalog_slides → summarize the example slides so you can pick one per section.

  3. duplicate_slide → copy a chosen example slide within the new deck (full fidelity).

  4. replace_all_text / set_element_box → fill content and adjust layout.

  5. delete_objects → prune the original showcase example slides.

  6. render_page / diff_pages → verify the result.


Related MCP server: google-slides-mcp

1. Google Cloud Console setup (one time)

  1. Go to the Google Cloud Console and create a project (or select an existing one).

  2. Enable the APIs: APIs & Services → Library → enable both Google Slides API and Google Drive API.

  3. Configure the OAuth consent screen: APIs & Services → OAuth consent screen.

    • User type: External (or Internal if you're in a Workspace org).

    • Fill in app name / support email.

    • Add the scopes .../auth/presentations and .../auth/drive.

    • Under Test users, add the Google account you'll authorize with.

    • ⚠️ While the app is in Testing status, refresh tokens expire after 7 days. Re-run the auth command when that happens, or publish the app.

  4. Create credentials: APIs & Services → Credentials → Create credentials → OAuth client ID.

    • Application type: Desktop app.

    • Download the JSON — this is your client_secret.json.

Scope note: this server requests the broad auth/drive scope so it can files.copy any template you own by ID. If you only ever copy decks the app itself created, you can narrow this via GOOGLE_SLIDES_SCOPES (see below), but the showcase workflow on existing decks needs auth/drive. Google requires the fully‑qualified scope URLs (e.g. https://www.googleapis.com/auth/drive); the short names presentations / drive are accepted and expanded for you.

2. Install & first‑time login

Auth uses a standard interactive OAuth 2.0 installed‑app flow built to roll out to a team: you distribute one Desktop OAuth client JSON, and each person logs in once in a browser to cache their own personal refresh token. There is no shared, single‑user token.

You can authorize either way:

Option A — let the server do it (zero extra commands). Just configure the MCP server (next section) with your client secret. The first launch opens a browser for consent automatically and caches the token; every launch after that is silent.

Option B — log in explicitly up front (recommended for headless/server hosts, or to authorize before wiring up your MCP client):

GOOGLE_CLIENT_SECRET=/absolute/path/to/client_secret.json \
  uvx --from git+https://github.com/justparent/google-slides-mcp google-slides-mcp-auth

Either way the token is written to ~/.config/google-slides-mcp/token.json (override with GOOGLE_TOKEN_PATH / TOKEN_PATH). Once published to PyPI you'll be able to drop --from … and just run uvx google-slides-mcp-auth.

If you're deploying somewhere without a browser, set GOOGLE_SLIDES_NO_BROWSER_AUTH=1 so the server never tries to open one, and use Option B to authorize ahead of time.

3. Configure your MCP client

Add the server to Claude Desktop / Claude Code (mcpServers config):

{
  "mcpServers": {
    "google-slides": {
      "command": "uvx",
      "args": [
        "--from", "git+https://github.com/justparent/google-slides-mcp",
        "google-slides-mcp"
      ],
      "env": {
        "GOOGLE_CLIENT_SECRET": "/absolute/path/to/client_secret.json",
        "GOOGLE_TOKEN_PATH": "~/.config/google-slides-mcp/token.json"
      }
    }
  }
}

After PyPI publication: "args": ["google-slides-mcp"].

Environment variables

Variable

Default

Purpose

GOOGLE_CLIENT_SECRET (alias CREDENTIALS_PATH)

client_secret.json

Path to the Desktop OAuth client JSON.

GOOGLE_TOKEN_PATH (alias TOKEN_PATH)

~/.config/google-slides-mcp/token.json

Where this user's cached token is stored (must be writable).

GOOGLE_SLIDES_SCOPES

presentations,drive

Comma‑separated scope override (advanced). Short names or full https://www.googleapis.com/auth/... URLs; short names are expanded.

GOOGLE_SLIDES_NO_BROWSER_AUTH

unset

Set to 1 to disable the automatic browser flow on first launch (headless).

The GOOGLE_* names and the shorter aliases (CREDENTIALS_PATH / TOKEN_PATH) are interchangeable; if both are set, the GOOGLE_* name wins.


Tools

Find / import (Drive discovery)

Tool

Purpose

API calls

search_presentations(name_contains?, full_text_contains?, file_type?, order_by?, max_results?, owned_by_me?, created_after?, modified_after?, page_token?)

Find existing Google Slides and PowerPoint files in Drive.

1

import_presentation(file_id, title?, parent_folder_id?)

Convert a Drive .pptx/.ppt into a native Slides deck (original untouched).

1

The Slides API has no listing endpoint, so discovery goes through Drive. search_presentations covers native decks and PowerPoint files; results flag directlyEditable so you know when an import_presentation conversion is needed first. Recipes: last deck I created → order_by="createdTime desc", owned_by_me=true, max_results=1; find the corporate template → name_contains="corporate template".

Core read

Tool

Purpose

API calls

create_presentation(title)

Create an empty deck.

1

get_presentation(presentation_id, include_masters?, raw?)

Bounded structured overview of a deck, with open-comment counts.

1

get_page(presentation_id, page_id, raw?)

Bounded summary of one slide.

1

list_slides(presentation_id)

Minimal index/id/layout list, with open-comment counts.

1

Raw write

Tool

Purpose

API calls

batch_update(presentation_id, requests, required_revision_id?)

Apply raw Slides batchUpdate requests atomically; returns the new revisionId, and commentUpdateState for comment requests.

1

Element / transform / bounding box

Tool

Purpose

API calls

set_element_box(presentation_id, element_id, x_pt, y_pt, width_pt?, height_pt?)

Place/size a box in points.

≤2

update_transform(presentation_id, element_id, transform, mode?)

Apply a raw AffineTransform.

1

set_z_order(presentation_id, element_ids, operation)

Reorder front/back stacking.

1

group_elements / ungroup_elements

Group/ungroup elements.

1

Text

Tool

Purpose

API calls

replace_all_text(presentation_id, mappings, page_ids?, match_case?)

Fill placeholder tokens.

1

insert_text(presentation_id, element_id, text, index?)

Insert text into a shape/cell.

1

set_element_text(presentation_id, element_id, text, row?, column?)

Make one shape's (or table cell's) text exactly text, editing only what differs so comments stay attached.

2

Review comments

Tool

Purpose

API calls

list_comments(presentation_id, page_id?, status?)

Comment threads (open by default) with replies and exact locations; flags orphaned threads.

1

add_comment(presentation_id, content, page_id?, element_id?, text?, occurrence?, row?, column?, row_span?, column_span?, notes?)

Start a thread on a slide, an element, quoted text, table cells or speaker notes.

1–2

reply_to_comment(presentation_id, comment_id, content?, action?)

Reply, and/or resolve / reopen the thread.

1

delete_comment(presentation_id, comment_id, post_id?)

Delete a thread, or one reply.

1

Template / showcase reuse

Tool

Purpose

API calls

copy_presentation(source_id, title, parent_folder_id?)

Clone a deck preserving full styling.

1

catalog_slides(presentation_id)

Per‑slide descriptor (incl. isSkipped).

1

duplicate_slide(presentation_id, page_id, insertion_index?)

Full‑fidelity in‑deck slide copy.

1

delete_objects(presentation_id, object_ids)

Delete slides/elements (prune).

1

reorder_slides(presentation_id, slide_ids, insertion_index)

Move slides.

1

Iteration / palette

Tool

Purpose

API calls

park_slides(presentation_id, slide_ids)

Hide slides (skip) to keep them as a clone source.

1

unpark_slides(presentation_id, slide_ids)

Unhide parked slides.

1

prune_parked_slides(presentation_id)

Delete all parked slides — final cleanup.

≤2

Rendering / verification

Tool

Purpose

API calls

render_page(presentation_id, page_id, size?)

Render a slide to PNG.

1 (expensive)

diff_pages(presentation_id, page_a, page_b, size?)

Render two slides + pixel diff.

2 (expensive)

render_page/diff_pages use the thumbnail endpoint, an expensive quota operation (300/min per project, 60/min per user). Rendering is per‑page by design — there is no whole‑deck render.


Example: build a deck from a showcase template

copy_presentation(source_id="<showcase_id>", title="Q3 Review")      → new deck id
catalog_slides(presentation_id="<new_id>")                           → pick example slides
duplicate_slide(presentation_id="<new_id>", page_id="<3col_example>", insertion_index=1)
replace_all_text(presentation_id="<new_id>", mappings={"{{title}}": "Results"})
delete_objects(presentation_id="<new_id>", object_ids=["<original_examples>..."])
render_page(presentation_id="<new_id>", page_id="<new_slide>")       → verify visually
diff_pages(presentation_id="<new_id>", page_a="<new_slide>", page_b="<showcase_example>")

Example: port your latest deck into the corporate template

search_presentations(order_by="createdTime desc", owned_by_me=true, max_results=1)
                                                                      → the source deck (or .pptx)
import_presentation(file_id="<source_id>")                            → only if the source is a .pptx
search_presentations(name_contains="corporate template", file_type="google_slides")
                                                                      → the template deck
copy_presentation(source_id="<template_id>", title="Q3 Review (rebranded)")
catalog_slides(presentation_id="<source_id>")                         → read the source content
catalog_slides(presentation_id="<new_id>")                            → pick matching template layouts
duplicate_slide / set_element_text / replace_all_text                 → rebuild each slide on-brand
render_page(presentation_id="<new_id>", page_id="<slide>")            → verify

Iterative / palette workflow

You do not have to assemble the deck in one shot. Every tool is an independent call, so you can keep adding slides across many turns ("great, now add another three‑column slide that says xyz").

The key idea is a palette: because the Slides API can only duplicate slides within one deck, keep the showcase example slides present in the working deck as reusable sources, and duplicate from them on demand. park_slides hides them (skips them in present mode) so they don't clutter the in‑progress deck, and prune_parked_slides removes them all at the very end.

# Once, at the start of a project:
copy_presentation(source_id="<showcase_id>", title="Q3 Review")   → working deck (palette embedded)
park_slides(presentation_id="<new_id>", slide_ids=[<all example ids>])   → hide the palette

# Repeat any number of times, across separate turns:
catalog_slides(presentation_id="<new_id>")                        → find the 3‑column example id (isSkipped=true)
duplicate_slide(presentation_id="<new_id>", page_id="<3col_example>")    → new live slide
set_element_text(presentation_id="<new_id>", element_id="<col1>", text="xyz")
# ...or replace_all_text(..., page_ids=["<new_slide>"]) if the example uses {{tokens}}
render_page(presentation_id="<new_id>", page_id="<new_slide>")    → verify

# Once, at the end (the skill's responsibility):
prune_parked_slides(presentation_id="<new_id>")                   → delete the palette

Why park instead of delete? park_slides keeps every layout available as a clone source for later turns. If you delete_objects an example early, a layout you never instantiated is gone from the deck (there is no cross‑deck copy).

Fallback: recreating a layout

If a needed layout was already pruned, you can rebuild a slide from the deck's layouts (visible via get_presentation(..., include_masters=True)) using createSlide with a slideLayoutReference, plus createShape/createImage via batch_update. This reproduces a layout's placeholders faithfully, but recreating an arbitrary slide's elements this way is not guaranteed pixel‑perfect — theme colors, master styling and placeholder inheritance can be lost. Prefer keeping the palette parked.


Review comments

Reviewers leave comments on slides; these tools let an assistant read them in place, act on them and answer. Slides has no suggestion mode, so a comment is also how an assistant proposes or flags a change without editing the slide.

get_presentation(presentation_id="<deck>")
  → comments: {open: 3, resolved: 1, orphaned: 0}, and openComments on each slide
list_comments(presentation_id="<deck>")
  → every open thread: content, replies, the quote it was made on, and where it sits
set_element_text / replace_all_text / batch_update       → make the change it asks for
reply_to_comment(presentation_id="<deck>", comment_id="<id>",
                 content="Changed to 14%.", action="resolve")

add_comment(presentation_id="<deck>", content="Source for this number?", text="14%")
  → flag something without touching the slide

Where a comment sits. Each location in list_comments has a kind: slide, element (a whole shape, image or table), text (a range in a shape, with the words it covers), table_cells (cells, each with its range) or notes (speaker notes), plus slideId and slideIndex. add_comment takes the same:

To comment on…

Pass

a slide

page_id

a shape, image or table

element_id

some words

text (exact, case-sensitive); add page_id / element_id to narrow the search, or occurrence (1-based) when the quote repeats

a table cell, or words in it

element_id + row + column (0-based), and optionally text

a block of cells

element_id + row + column + row_span / column_span

the speaker notes

notes=True + page_id, and optionally text

Worth knowing

  • Reading comments needs comment access to the deck. The overviews (get_presentation, get_page, list_slides) use Google's "current access" mode, which (per its documentation) leaves comments out rather than failing for a view-only user; list_comments reports the error instead.

  • A thread whose commented content was deleted stays open but has no location: it is flagged orphaned and keeps its quote. set_element_text and replace_all_text keep comments attached to the words they leave in place, and to a phrase that is replaced; deleting a shape, or deleting and retyping text through raw requests, detaches them.

  • Every comment write bumps the deck's revisionId. To guard an index-based edit, pass the revisionId you last saw as required_revision_id to batch_update; every write returns the new one.

  • duplicate_slide puts a text-range thread on the copy as well (one thread, two locations). Drive files.copy (copy_presentation) does not copy comments.

  • Assignees and @mentions are not exposed because they notify people; batch_update accepts insertComment with assigneeEmailAddress if you need one.

  • Needs google-api-python-client 2.201.0 or newer (older releases don't know the comments parameters). No new OAuth scope is needed.


Development

uv venv && uv pip install -e ".[dev]"
uv run pytest                 # unit + smoke tests (no network/credentials)
uv build                      # build sdist + wheel

A ready-to-use Claude skill describing the canonical workflow lives at example_skill/SKILL.md.

The codebase is intentionally small and modular so it can back that skill:

Module

Responsibility

auth.py

OAuth installed‑app flow, token cache, login CLI.

client.py

Builds Slides/Drive services; bounded 429/5xx backoff.

units.py

EMU/PT conversion, transform & bounding‑box math.

views.py

Trims verbose API responses into bounded summaries.

comments.py

Comment threads and their anchors: read them, locate quoted text, write them.

textedit.py

Minimal text edits that keep comment anchors attached.

ids.py

Collision‑safe object‑ID generation.

template.py

Copy / catalog / duplicate / prune helpers.

search.py

Drive search over Slides/PPTX files; PPTX → Slides import.

render.py

Thumbnail rendering + Pillow image diff.

server.py

FastMCP server wiring the tools together.

Troubleshooting

  • "No cached Google credentials …" — run google-slides-mcp-auth first.

  • Token stopped working after ~7 days — your OAuth app is in Testing status; re-run the auth command or publish the consent screen.

  • insufficient scopes / can't copy a template — ensure the auth/drive scope is granted (re-run auth after enabling it on the consent screen).

  • unexpected keyword argument 'commentsViewMode' — google-api-python-client is older than 2.201.0; upgrade it.

  • No module named 'mcp.server.fastmcp' — mcp 2.x was installed, which renamed that module. This server needs mcp<2 (the package metadata now says so).

  • "Access blocked: Authorization Error" / Error 400: invalid_scope (Some requested scopes were invalid) — the scopes sent weren't fully‑qualified URLs. Use the full https://www.googleapis.com/auth/... form (or the short names presentations / drive, which are now expanded for you) in GOOGLE_SLIDES_SCOPES.

License

MIT — see LICENSE.

Available Tools

23 tools
batch_updateA

Apply raw Slides batchUpdate requests atomically. (1 API call.)

This is the low-level power tool: requests is a list of Slides API request objects (e.g. createSlide, insertText, createShape, updateTextStyle, updatePageElementTransform, duplicateObject ...). See https://developers.google.com/workspace/slides/api/reference/rest/v1/presentations/request Many edits batched into one call still cost a single write quota unit.

Note: updateShapeProperties/updateTextStyle/updatePageProperties require a fields mask; a missing mask is reported as a warning.

Args: presentation_id: The presentation ID. requests: A list of single-key Slides request objects.

Returns: {replies, warnings} where replies is the API response array.

Inputs: presentation_id (required), requests (required). Returns: object

catalog_slidesA

Summarize each slide (layout, element makeup, placeholders, title). (1 call.)

Use after copy_presentation to choose which showcase example slide to reuse for each section of the new deck.

Inputs: presentation_id (required). Returns: result

copy_presentationA

Clone an entire deck (Drive files.copy), preserving full styling. (1 call.)

The starting point of the high-fidelity template workflow: copies the showcase deck with all masters, layouts, theme and color scheme intact, so the copy can be edited exactly as if you were editing the showcase itself.

Args: source_id: The presentation ID of the template/showcase to copy. title: Title for the new copy. parent_folder_id: Optional Drive folder to place the copy in.

Inputs: source_id (required), title (required), parent_folder_id. Returns: object

create_presentationA

Create a new, empty Google Slides presentation. (1 API call.)

Args: title: The title for the new presentation.

Returns: {presentationId, title, url}.

Inputs: title (required). Returns: object

delete_objectsA

Delete slides or page elements by ID. (1 API call.)

Use to prune the original showcase example slides after duplicating the ones you want.

Inputs: presentation_id (required), object_ids (required). Returns: object

diff_pagesA

Render two slides and report their pixel difference. (2 expensive calls.)

Renders both pages, computes a normalized mismatch ratio in [0, 1] (0 = pixel identical), and returns a visual diff image highlighting changed regions. Useful to verify a duplicated/edited slide matches the showcase original.

Returns a text summary followed by the diff PNG.

Inputs: presentation_id (required), page_a (required), page_b (required), size. Returns: result

duplicate_slideA

Duplicate a slide within a deck with full fidelity. (1 API call.)

Copies all of the slide's elements and inherited styling. Use it to instantiate a showcase example slide for a new section, then fill it with replace_all_text.

Args: presentation_id: The presentation ID. page_id: The slide to duplicate. insertion_index: Where to place the duplicate (optional).

Inputs: presentation_id (required), page_id (required), insertion_index. Returns: object

get_pageA

Get a single page (slide) as a bounded summary. (1 API call.)

Args: presentation_id: The presentation ID. page_id: The page (slide) object ID. raw: Return the full, untrimmed API response instead of the summary.

Inputs: presentation_id (required), page_id (required), raw. Returns: object

get_presentationA

Get a presentation as a bounded, structured overview. (1 API call.)

By default returns a trimmed summary (slides, elements, positions, short text snippets) so large decks stay within a finite output budget.

Args: presentation_id: The presentation ID. include_masters: Also summarize layouts and masters. raw: Return the full, untrimmed API response instead of the summary.

Inputs: presentation_id (required), include_masters, raw. Returns: object

group_elementsC

Group two or more elements into a single group. (1 API call.)

Inputs: presentation_id (required), element_ids (required). Returns: object

insert_textB

Insert text into a shape or table cell at a character index. (1 API call.)

Inputs: presentation_id (required), element_id (required), text (required), index. Returns: object

list_slidesA

List slides with index, id, and layout reference only. (1 API call.)

The lightest-weight read — use it to find slide IDs before deeper calls.

Inputs: presentation_id (required). Returns: result

park_slidesA

Hide slides (mark skipped) so they stay as a clone source. (1 API call.)

Keeps the showcase example/original slides in the deck as a reusable "palette" while hiding them from presentation mode. Duplicate from them across as many turns as you like, then prune_parked_slides at the very end.

Inputs: presentation_id (required), slide_ids (required). Returns: object

prune_parked_slidesA

Delete every parked (hidden/skipped) slide — final cleanup. (<=2 API calls.)

Removes ALL slides currently marked skipped, so use it deliberately as the last step once the deck is assembled.

Inputs: presentation_id (required). Returns: object

render_pageA

Render a slide to a PNG image for visual verification. (1 expensive call.)

Returns the server-side rendered pixels of the slide — the same image a viewer sees — so you can confirm output looks correct. Rendering is per-page by design (the thumbnail endpoint is an expensive quota operation).

Args: presentation_id: The presentation ID. page_id: The slide object ID. size: LARGE (~1600px), MEDIUM (~800px), or SMALL (~200px) wide.

Inputs: presentation_id (required), page_id (required), size.

reorder_slidesA

Move a block of slides to a new position. (1 API call.)

Inputs: presentation_id (required), slide_ids (required), insertion_index (required). Returns: object

replace_all_textA

Replace all occurrences of each placeholder string. (1 API call.)

The primary content-fill tool for the template workflow: map showcase placeholder text to real content. All replacements run in one batch.

Args: presentation_id: The presentation ID. mappings: {find: replace} pairs. page_ids: Restrict to these pages (optional; default = whole deck). match_case: Case-sensitive matching.

Inputs: presentation_id (required), mappings (required), page_ids, match_case. Returns: object

set_element_boxA

Set an element's position (and optionally size) in points. (Up to 2 calls.)

A convenience over updatePageElementTransform that lets you place a bounding box by its top-left corner in points without computing an affine matrix. Reads the element's current transform once (to preserve scale/shear when size is omitted), then applies one absolute transform update.

Args: presentation_id: The presentation ID. element_id: The page element to move/resize. x_pt: Left edge (top-left X) in points. y_pt: Top edge (top-left Y) in points. width_pt: Desired visual width in points (optional; preserves current if omitted). height_pt: Desired visual height in points (optional; preserves current if omitted).

Inputs: presentation_id (required), element_id (required), x_pt (required), y_pt (required), +2 more. Returns: object

set_element_textA

Replace ALL of a shape's (or table cell's) text in one call. (1 API call.)

Clears the element's existing text and sets it to text in a single batch (deleteText + insertText). Safe to call on an empty element. This is the ergonomic way to fill a freshly duplicated slide when the showcase example uses real text rather than {{placeholder}} tokens.

Args: presentation_id: The presentation ID. element_id: The shape or table-cell object ID. text: The new full text content.

Inputs: presentation_id (required), element_id (required), text (required). Returns: object

set_z_orderC

Change the front/back stacking order of elements. (1 API call.)

Inputs: presentation_id (required), element_ids (required), operation (required). Returns: object

ungroup_elementsB

Ungroup one or more groups back into individual elements. (1 API call.)

Inputs: presentation_id (required), group_ids (required). Returns: object

unpark_slidesC

Unhide slides previously parked (mark not skipped). (1 API call.)

Inputs: presentation_id (required), slide_ids (required). Returns: object

update_transformA

Apply a raw AffineTransform to an element. (1 API call.)

Args: presentation_id: The presentation ID. element_id: The page element ID. transform: An AffineTransform dict (scaleX, scaleY, shearX, shearY, translateX, translateY, unit). unit may be EMU or PT. mode: ABSOLUTE (replace) or RELATIVE (multiply with existing).

Inputs: presentation_id (required), element_id (required), transform (required), mode. Returns: object

Tool Schema Changelog

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

Loading tool schema changelog…

    TDQS

    A3.7/5.0

    Scored across 23 tools

    Disambiguation5/5

    Each tool targets a specific, clearly distinct operation – from slide duplication to text replacement to element grouping – with no overlapping purposes. The only potential ambiguity (batch_update vs. individual tools) is resolved by batch_update being explicitly the low-level catch-all.

    Naming Consistency5/5

    All 23 tools follow a consistent verb_noun snake_case pattern (e.g., duplicate_slide, replace_all_text, park_slides). No mixing of camelCase or other conventions, making the naming predictable and easy to remember.

    Tool Count4/5

    23 tools is on the higher end but appropriate for a comprehensive Google Slides wrapper that covers presentation, slide, element, text, and rendering operations. Slightly above the ideal 3-15 range but each tool serves a distinct purpose.

    Completeness4/5

    The tool set covers core CRUD and common workflows like template reuse (copy, duplicate, park, prune, replace). Some operations (e.g., shape/image creation) are only accessible via batch_update, which introduces a minor gap for direct high-level tools.

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