# Custom AI View (mcpb · custom-ai-view.mcpb)

See any site as it looks on a real iPhone, iPad or MacBook — and drive that window over MCP.

- Trust score: 48/100 (low)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-21

## Components

- mcpb · `custom-ai-view.mcpb`: 48/100 (this document), [markdown](https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi.md), [page](https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi)

## Channel facts

- Registry: `mcpb`
- Package: `https://github.com/ccustomai/custom-ai-view/releases/download/v1.14.0/custom-ai-view.mcpb`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-21.

- **Supply Chain Security**: 13/100
  - Malware scan not yet available for this package.
  - Known CVEs could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.
  - No install/post-install scripts declared.
  - Dependency health could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: the license (SEE LICENSE IN LICENSE) isn't a recognized OSI-approved license.
  - Actively maintained (last published 22 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 80/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 2693 tokens (~117/item across 23 items; 23 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 77/100
  - Stability observed for 23 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 93/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 80% of tool parameters carry a description.
- **Tool Safety**: 75/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "custom_ai_view_revert" implies "drop" and declares no destructiveHint at all, which the MCP spec reads as destructive by default.
  - An AI judge read all 23 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 20/100
  - Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28.

## Install

- Download bundle: `https://github.com/ccustomai/custom-ai-view/releases/download/v1.14.0/custom-ai-view.mcpb`

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-20 (score 48, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 47, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-16 (score 46, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 45, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 44, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-09 (score 43, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 42, +5)

- [functional improvement] Stability: unverified → 0.30

### 2026-08-30 (score 37, 0)

- [functional regression] Security disclosure: unverified → fail

## MCP tools (23)

### `custom_ai_view_state` (~73 tokens)

What the Custom AI View browser is showing right now: current URL, device, viewport size, orientation, whether it is proxied, and the element the user currently has selected.

Input parameters:

- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_devices` (~42 tokens)

List every device in the catalogue with its viewport size, pixel ratio and safe areas.

Input parameters:

- `filter` (string): Substring to match against name or id.

### `custom_ai_view_open` (~131 tokens)

Open a URL in the Custom AI View browser, optionally switching device and orientation. Accepts a full URL, a bare host, or just a port number for a local dev server.

Input parameters:

- `device` (string): Device id, e.g. iphone-16-pro, galaxy-s24, ipad-pro-11-m4. Omit to keep the current one.
- `orientation` (string)
- `url` (string): URL, host, or port number.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_screenshot` (~346 tokens)

Take a screenshot and return the image, so you can see the page exactly as it renders on the device. Modes: frame (the whole device), screen (inside the bezels), page (just the viewport), full (the entire scrollable page), element (one element, ringed).
By default this photographs the OPEN WINDOW — the user's own session, scroll position and any live edits. Passing url, device, orientation, or mode "full" cannot come from that window, so those render a fresh copy in a throwaway browser profile: signed out, at the top of the page. The answer says which one you got. If it says "a fresh copy", do not describe it as the user's screen — a login page is what a signed-out render of a private screen looks like.

Input parameters:

- `device` (string): Device id, e.g. iphone-16-pro, galaxy-s24, ipad-pro-11-m4. Omit to keep the current one.
- `mode` (string)
- `orientation` (string)
- `save` (boolean): Also write a PNG into the site folder. Default false: the image is already inline here, and saving every look fills the user's Desktop with files nobody asked for.
- `scale` (number): Pixel density of the capture, 1 to 4. Default 2.
- `selector` (string): CSS selector, required for mode "element".
- `url` (string): Capture this URL instead of the one on screen. Renders signed out.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_inspect` (~141 tokens)

Read one element on the previewed page: its markup, computed styles, box, and position in the tree. Use the selector the user picked (custom_ai_view_state reports it) or any CSS selector.

Input parameters:

- `device` (string): Device id, e.g. iphone-16-pro, galaxy-s24, ipad-pro-11-m4. Omit to keep the current one.
- `selector` (string): CSS selector. Omit to use the user's current selection.
- `url` (string)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_find` (~135 tokens)

Search the previewed page for elements, by CSS selector or by the text they show. Returns each match with a selector you can pass to inspect, screenshot, click or edit. Use this when you know what the user is pointing at but not what it is called in the code.

Input parameters:

- `limit` (number): Maximum matches, default 20.
- `selector` (string): CSS selector to match.
- `text` (string): Visible text to look for, instead of a selector.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_tree` (~98 tokens)

Read the element tree of the previewed page, one level at a time. Omit path for the root; pass the path of a node to list its children. Paths are arrays of child indices.

Input parameters:

- `path` (array): Child-index path from <html>. Omit for the top level.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_edit` (~239 tokens)

Change an element in the previewed page, live. Set CSS properties, replace text or markup, set attributes, add or remove classes, or delete it outright. The change lands in the page the user is looking at immediately, so a screenshot afterwards shows it. It is a live experiment, not a code change: reloading the page undoes it.

Input parameters:

- `addClass` (string): Class names to add, space separated.
- `attrs` (object): Attributes to set. A null value removes the attribute.
- `html` (string): Replace the element's inner markup.
- `remove` (boolean): Delete the element from the page.
- `removeClass` (string): Class names to remove, space separated.
- `selector` (string, required): CSS selector of the element to change.
- `style` (object): CSS properties to set, e.g. {"background-color": "red", "font-size": "20px"}.
- `text` (string): Replace the element's text content.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_collect` (~132 tokens)

Save everything about what is on screen right now into one dated folder for this site: a screenshot, the page markup, the console output, and the selected element with its styles, plus a note tying them together. Use this when the user says "save this" or when you want a record of a problem before changing anything.

Input parameters:

- `fullPage` (boolean): Also capture the whole scrollable page.
- `note` (string): A line about why this was saved.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_record` (~132 tokens)

Screen-record the device. "start" begins and runs for as long as you like — frames go to disk, so length is limited only by space; "stop" ends it and writes an animated GIF into the site folder; "status" reports how long it has been running.

Input parameters:

- `action` (string, required)
- `fps` (number): Frames per second, 2 to 20. Default 10.
- `name` (string): Name for the file.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_library` (~46 tokens)

Where captures are filed, and which sites already have material. Pass a path to move the whole library somewhere else.

Input parameters:

- `path` (string): New root folder for all captures.

### `custom_ai_view_edits` (~51 tokens)

List the live edits currently being replayed into every page load.

Input parameters:

- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_revert` (~56 tokens)

Drop every live edit and reload, putting the page back exactly as the site serves it.

Input parameters:

- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_click` (~58 tokens)

Tap an element in the previewed page, as a finger would.

Input parameters:

- `selector` (string, required)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_type` (~99 tokens)

Type into a field in the previewed page, firing the events a framework expects. Pass key: "Enter" to submit afterwards — many forms have no button to click instead.

Input parameters:

- `key` (string): Press this key after typing.
- `selector` (string, required)
- `text` (string, required)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_back` (~87 tokens)

Go back one page, or forward. Prefer this to re-opening a URL after a wrong tap: reopening reloads a single-page app from nothing, losing the route, the scroll position and anything typed.

Input parameters:

- `direction` (string): Default back.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_key` (~118 tokens)

Press a key on the previewed page: Enter to submit a form, Escape to close a modal, Tab to move focus, arrows to move within a control. Without this, anything a page does on a keystroke rather than on a click cannot be reached at all.

Input parameters:

- `key` (string, required)
- `selector` (string): Aim at this element. Omit for whatever has focus.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_scroll` (~88 tokens)

Scroll the previewed page, or a scrollable element inside it. Positive dy scrolls down.

Input parameters:

- `dx` (number)
- `dy` (number)
- `selector` (string): Element to scroll. Omit to scroll the page.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_record_clip` (~177 tokens)

Record the device frame for a fixed number of milliseconds and write an animated GIF. For an open-ended take, use custom_ai_view_record with start and stop instead. Returns the file path; recordings are too large to inline.

Input parameters:

- `device` (string): Device id, e.g. iphone-16-pro, galaxy-s24, ipad-pro-11-m4. Omit to keep the current one.
- `durationMs` (number): How long to record, 500 to 30000. Default 5000.
- `fps` (number): Frames per second, 2 to 20. Default 10.
- `orientation` (string)
- `url` (string)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_console` (~64 tokens)

Recent console output and uncaught errors from the previewed page.

Input parameters:

- `limit` (number): How many entries, default 50.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_set_device` (~91 tokens)

Switch the device or orientation without changing the page.

Input parameters:

- `device` (string): Device id, e.g. iphone-16-pro, galaxy-s24, ipad-pro-11-m4. Omit to keep the current one.
- `orientation` (string)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_reload` (~66 tokens)

Reload the page. Modes: normal, hard (bypass cache), purge (also wipe storage and cookies).

Input parameters:

- `mode` (string)
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

### `custom_ai_view_wait` (~223 tokens)

Wait until the page is ready before looking at it. Without this the only way to find out whether something has appeared is to take screenshots until it has — which costs an image per attempt and still reports whatever happened to be on screen at the time.
Give a selector to wait for an element, text to wait for words to appear, or neither to wait for loading to settle. Says what it waited for and how long it took; if it times out it says that plainly instead of pretending.

Input parameters:

- `gone` (boolean): Invert it: wait until the selector or text is NO LONGER there — for a spinner to finish or a modal to close.
- `selector` (string): Wait until this CSS selector matches something visible.
- `text` (string): Wait until this text is visible on the page.
- `timeoutMs` (number): Give up after this long. Default 10000, max 60000.
- `window` (string): Which window to act on; custom_ai_view_state lists the ids. Omit for the first one.

## Diagnostics

Captured diagnostic sections: Provenance. The full working is on the page: https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi#diagnostics

## Score history

- 2026-09-21: 48
- 2026-09-20: 48
- 2026-09-19: 47
- 2026-09-18: 47
- 2026-09-17: 46
- 2026-09-16: 46
- 2026-09-15: 45
- 2026-09-14: 45
- 2026-09-13: 44
- 2026-09-12: 44
- 2026-09-11: 43
- 2026-09-10: 43
- 2026-09-09: 43
- 2026-09-08: 42
- 2026-09-07: 42
- 2026-09-06: 37
- 2026-09-05: 37
- 2026-09-04: 37
- 2026-09-03: 37
- 2026-09-02: 37
- 2026-09-01: 37
- 2026-08-31: 37
- 2026-08-30: 37
- 2026-08-29: 37

## Common questions

### What is the Custom AI View MCP server?

Custom AI View is an MCP server listed in the public MCP registry as io.github.ccustomai/custom-ai-view. See any site as it looks on a real iPhone, iPad or MacBook, and drive that window over MCP. This page covers its MCPB bundle (https://github.com/ccustomai/custom-ai-view/releases/download/v1.14.0/custom-ai-view.mcpb).

### Is the Custom AI View MCP server safe to use?

Custom AI View scores 48 out of 100 on VerifyMCP. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Custom AI View MCP server expose?

Custom AI View exposes 23 tools: custom_ai_view_state, custom_ai_view_devices, custom_ai_view_open, custom_ai_view_screenshot, custom_ai_view_inspect, and 18 more. Their descriptions and schemas cost roughly 2,693 tokens of context every time the server is loaded.

## Links

- Repository: https://github.com/ccustomai/custom-ai-view
- Website: https://ccustom.ai/view
- Changelog RSS feed: https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi.xml
- Changelog JSON feed: https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi.json
- HTML version of this page: https://verifymcp.io/servers/ccustomai-custom-ai-view/https-github-com-ccustomai-custom-ai-view-releases-download-v1-14-0-custom-ai-vi