# Photo AI Studio

> AI photos from a selfie across 150+ themes, plus 19 image edits and AI video.

- name: com.photoaistudio/photo-ai-studio
- version: 2.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.photoaistudio%2Fphoto-ai-studio
- tools: https://api.protogrid.dev/v1/servers/com.photoaistudio%2Fphoto-ai-studio/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "photo-ai-studio": {
      "type": "http",
      "url": "https://www.photoaistudio.com/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% ~updated-48d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 12 of 12 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 2,736 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 12, about 2,736 tokens to load them all
- tool set hash: eb47a7d99087944b63f9fc9c3c134fbd
- badge: [![protogrid quality](https://protogrid.dev/badge/com.photoaistudio/photo-ai-studio.svg)](https://protogrid.dev/servers/com.photoaistudio/photo-ai-studio)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.photoaistudio.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (12)

- `browse_themes`: Browse the photo themes available for generation, optionally filtered by gender category or a keyword. Returns the theme slugs that generate_photo expects.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `create_video`: Create an AI video. Costs 500 credits for a video, or 100 credits for a product_holder image.

Types:
- image_to_video: animate an image (image_url, prompt)
- ugc: a spokesperson video from a script (script, voice_id)
- product_holder: a person presenting a product (product_image_url)

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `edit_image`: Edit a photo with one of 19 AI operations. Credit costs: remove_background 10, replace_background 3, everything else 100.

Operations and their required arguments:
- remove_background (image_url)
- replace_background (image_url, prompt)
- retouch (image_url, prompt)
- skin (image_url)
- hair (image_url, plus hairstyle or reference_image_url)
- makeup (image_url)
- age (image_url, target_age)
- expression (image_url, target_expression)
- body_type (image_url, target_body_type)
- eye_color (image_url, target_eye_color)
- color_correction (image_url)
- custom (image_url, prompt)
- clothes (image_url, clothes_image_url)
- try_on (image_url, clothes_image_url)
- product (image_url, product_image_url)
- upscale (image_url)
- restore (image_url)
- face_swap (source_image_url, target_image_url)
- extend (image_url)

Every image argument must be a CDN URL from upload_image.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `generate_photo`: Generate AI photos from face images, using a preset theme or a custom prompt. Costs 100 credits per photo. Upload the face photos with upload_image first, and find theme slugs with browse_themes.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `get_account`: Get the connected Photo AI Studio account: credit balance, total predictions, and membership date. Check this before generating, because every photo costs credits.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `get_api_capabilities`: Explain how an agent actually calls Photo AI Studio: connecting over MCP, the unauthenticated discovery endpoints, the REST fulfillment API, and how to buy credits.
- `get_prediction`: Check an operation started by generate_photo, edit_image, or create_video. Returns the state and, once finished, the result URL.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `get_pricing`: Get Photo AI Studio credit-package and subscription pricing, plus the credit cost per generated photo.
- `get_service_overview`: Get an overview of Photo AI Studio: what it does, when to use it, best-fit use cases, and the key links agents need (llms.txt content).
- `list_photo_themes`: List Photo AI Studio photo theme categories (professional headshots, dating, wedding, graduation, and many more) with the URL of each category page.
- `list_predictions`: List past generations, edits, and videos, with paging and an optional state filter.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.
- `upload_image`: Upload an image to the Photo AI Studio CDN and get back a URL. generate_photo, edit_image, and create_video all take CDN URLs, so start here. Accepts a public image URL or base64 data, up to 10 MB.

Requires a connected Photo AI Studio account. Calling this tool starts the sign-in flow.