# io.github.ExpertVagabond/photo-organizer (npm · photo-organizer-mcp)

AI-powered organization for Google Photos and Drive - auto-organize, find duplicates, create albums

- Trust score: 67/100 (medium)
- Change this week: +21
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `photo-organizer-mcp`: 67/100 (this document), [markdown](https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp.md), [page](https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp)

## Channel facts

- Registry: `npm`
- Package: `photo-organizer-mcp`
- Version: `1.0.0`
- 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 2026-08-03.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 180 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 66/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 250 tokens (~41/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add expertvagabond-photo-organizer -- npx -y photo-organizer-mcp
```

### Codex

```bash
codex mcp add expertvagabond-photo-organizer -- npx -y photo-organizer-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "expertvagabond-photo-organizer": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "photo-organizer-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add expertvagabond-photo-organizer --command npx --arg -y --arg photo-organizer-mcp
```

### Hermes

```yaml
mcp_servers:
  expertvagabond-photo-organizer:
    command: "npx"
    args: ["-y", "photo-organizer-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "expertvagabond-photo-organizer": {
      "command": "npx",
      "args": [
        "-y",
        "photo-organizer-mcp"
      ]
    }
  }
}
```

## 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.

### 2026-08-02 (score 67, +23)

- [security improvement] Known CVEs: unverified → partial
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Schema quality: unverified → good
- [functional improvement] Stability: unverified → 0.23
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Dependency health: unverified → partial

### 2026-08-01 (score 44, +16)

- [functional improvement] Tool coverage: unverified → 100

### 2026-07-31 (score 28, +13)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 15, −10)

- [security regression] Provenance: unverified → fail
- [security regression] Malware scan: pass → unverified
- [security improvement] Install scripts: unverified → pass
- [functional regression] Security disclosure: unverified → fail
- [functional regression] Dependency health: partial → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional] Licence: MIT

### 2026-07-29 (score 25, −21)

- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional improvement] Dependency health: unverified → partial
- [functional] First check of Schema quality: unverified

### 2026-07-27 (score 46)

First indexed and scored.

## MCP tools (6)

### `analyze_photos` (~37 tokens)

Analyze Google Photos library - get statistics, find duplicates, and generate a report

Input parameters:

- `findDuplicates` (boolean): Find potential duplicate photos

### `organize_photos_by_date` (~52 tokens)

Organize Google Photos into albums by date (year or month)

Input parameters:

- `execute` (boolean): Actually create albums (false = dry run)
- `grouping` (string, required): Group photos by year or month

### `analyze_drive` (~35 tokens)

Analyze Google Drive - get file statistics, find duplicates, and generate a report

Input parameters:

- `findDuplicates` (boolean): Find duplicate files

### `organize_drive` (~41 tokens)

Organize Google Drive files into folders by type (Documents, Images, Videos, etc.)

Input parameters:

- `execute` (boolean): Actually organize files (false = dry run)

### `archive_old_files` (~53 tokens)

Move old Drive files (older than specified days) to an Archive folder

Input parameters:

- `days` (number): Archive files older than this many days
- `execute` (boolean): Actually archive files (false = dry run)

### `deduplicate_drive` (~32 tokens)

Remove exact duplicate files from Google Drive

Input parameters:

- `execute` (boolean): Actually delete duplicates (false = dry run)

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp#diagnostics

## Score history

- 2026-08-03: 67
- 2026-08-02: 67
- 2026-08-01: 44
- 2026-07-31: 28
- 2026-07-30: 15
- 2026-07-29: 25
- 2026-07-28: 46
- 2026-07-27: 46

## Links

- npm package: https://www.npmjs.com/package/photo-organizer-mcp
- Socket report: https://socket.dev/npm/package/photo-organizer-mcp
- Repository: https://github.com/ExpertVagabond/photo-organizer-mcp
- Changelog RSS feed: https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/expertvagabond-photo-organizer/photo-organizer-mcp