# APICK Vision

> Image/video analysis: NSFW detection, object detection, thumbnails

- name: app.apick/vision
- version: 1.2.1
- connection class: R0 (autonomous)
- trust: 92/100 flags: duplicate-repo
- quality: 89/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/app.apick%2Fvision
- tools: https://api.protogrid.dev/v1/servers/app.apick%2Fvision/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "vision": {
      "type": "http",
      "url": "https://apick.app/mcp/vision",
      "headers": {
        "Authorization": "Bearer ${VISION_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${VISION_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-100% +updated-20d-ago -duplicate-repo(10 names)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### 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: 86 (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`: 6 of 6 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: image_similarity (destructiveHint, idempotentHint); video_to_mp3 (destructiveHint, idempotentHint); nsfw_detection (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 823 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: 6, about 823 tokens to load them all
- tool set hash: 1fdf3ed878fbb0356d2dc2e390ef9e64
- badge: [![protogrid quality](https://protogrid.dev/badge/app.apick/vision.svg)](https://protogrid.dev/servers/app.apick/vision)
- 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://apick.app/mcp/vision (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (6)

- `extract_video_thumbnail`: Extract preview thumbnail images from a video at regular intervals and return them as a ZIP file. 동영상에서 일정 구간마다 미리보기 이미지를 추출해 ZIP 파일로 반환합니다. [호출당 10포인트]
- `face_detection`: Detect faces in an image and return their coordinates. 이미지 파일에서 얼굴을 인식해 해당 좌표를 반환합니다. use_feature=1 입력 시 얼굴 특징 정보를 함께 반환합니다. [호출당 3포인트]
- `image_similarity`: Compare a base image with another image and return a similarity score. 기준 이미지와 비교 대상 이미지의 유사도를 분석해 점수를 반환합니다. 원본 검증, 중복 이미지 탐지 등에 사용합니다. [호출당 10포인트]
- `nsfw_detection`: Detect whether an image contains NSFW (violent or sexually explicit) content and return an nsfw_score. 이미지가 NSFW(폭력적·선정적) 콘텐츠인지 탐지해 nsfw_score 를 반환합니다. detail=1 입력 시 세부 판정 결과를 함께 반환합니다. [호출당 10포인트]
- `video_to_mp3`: Extract the audio track of a video file as an MP3 file. 동영상 파일에서 오디오를 추출해 MP3 파일로 반환합니다. [호출당 30포인트]
- `word_cloud`: Generate a word cloud image (JPEG) from input text, sizing each word by frequency. 입력 텍스트를 구성하는 단어의 중요도(빈도수)에 따라 서로 다른 크기의 단어로 이루어진 워드클라우드 이미지(JPEG)를 생성해 반환합니다. [호출당 10포인트]