# Sprig Fit Images (npm · sprig-fit-mcp)

Inspect local photos and crop, resize or compress images to exact dimensions and file-size limits.

- Trust score: 60/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-24

## Components

- npm · `sprig-fit-mcp`: 60/100 (this document), [markdown](https://verifymcp.io/servers/billyqin-sprig-fit/sprig-fit-mcp.md), [page](https://verifymcp.io/servers/billyqin-sprig-fit/sprig-fit-mcp)

## Channel facts

- Registry: `npm`
- Package: `sprig-fit-mcp`
- Version: `0.1.1`
- 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 2026-10-24.

- **Supply Chain Security**: 99/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 30 of 124 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 19/100
  - Repository check failed: the declared repository URL returned HTTP 404.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Security-disclosure policy not yet verified: we couldn't inspect the source repository.
- **Schema Quality & AI Usability**: 55/100
  - AI-judged instruction clarity (fair).
  - Context-footprint check failed: tool/resource definitions use about 398 tokens (~199/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 86/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 50% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the Sprig Fit Images MCP server?

Sprig Fit Images runs locally as an npm package, launched with npx -y sprig-fit-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add billyqin-sprig-fit -- npx -y sprig-fit-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "billyqin-sprig-fit": {
      "command": "npx",
      "args": [
        "-y",
        "sprig-fit-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "billyqin-sprig-fit": {
      "command": "npx",
      "args": [
        "-y",
        "sprig-fit-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add billyqin-sprig-fit -- npx -y sprig-fit-mcp
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add billyqin-sprig-fit --command npx --arg -y --arg sprig-fit-mcp
```

### Hermes

```yaml
mcp_servers:
  billyqin-sprig-fit:
    command: "npx"
    args: ["-y", "sprig-fit-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "billyqin-sprig-fit": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "sprig-fit-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add billyqin-sprig-fit -t stdio -c npx -a -y sprig-fit-mcp
```

### Other

```json
{
  "mcpServers": {
    "billyqin-sprig-fit": {
      "command": "npx",
      "args": [
        "-y",
        "sprig-fit-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.

### 2026-10-21 (score 60)

First indexed and scored.

## MCP tools (2)

### `inspect_image` (~82 tokens)

Inspect image

Read a local static JPEG/PNG/WebP image. Return EXIF-oriented width/height, actual bytes, MIME type and transparency, without exposing source EXIF. Optionally attach a small JPEG preview for crop planning.

Input parameters:

- `include_preview` (boolean): Attach a small JPEG preview for visual crop planning; the original is never embedded.
- `source` (object, required)

Output parameters:

- `image` (object)
- `status` (string)

### `prepare_image` (~255 tokens)

Prepare image

Crop, resize, convert and compress one local image. Keep the full original when size/crop are omitted. Percent crop coordinates refer to the EXIF-oriented original; fitting happens after extraction. Exact max_bytes includes metadata. Default conflict_policy=error never silently reduces requested dimensions. JPEG transparency/letterboxing requires an explicit background. Save a NEW local file and return its actual dimensions, bytes and file resource. No image uploads or external service calls.

Input parameters:

- `allow_upscale` (boolean)
- `anchor` (string)
- `background` (string): Explicit opaque background for JPEG transparency or letterboxing.
- `conflict_policy` (string): error preserves requested dimensions; shrink permits proportional downscaling to meet max_bytes.
- `crop` (object): Percentages (0–100) of the EXIF-oriented original; extraction happens before fitting.
- `fit` (string)
- `format` (string, required)
- `max_bytes` (integer): Maximum actual output bytes including density metadata; 1 KB = 1000 bytes.
- `size` (object): Omit to keep original/cropped dimensions. One dimension derives the other proportionally. Inch values are multiplied by PPI and rounded.
- `source` (object, required)

Output parameters:

- `checks` (object)
- `dimensions_adjusted` (boolean)
- `output` (object)
- `status` (string)
- `warnings` (array)

## Diagnostics

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

## Score history

- 2026-10-24: 60
- 2026-10-23: 60
- 2026-10-22: 60
- 2026-10-21: 60

## Common questions

### What is the Sprig Fit Images MCP server?

Sprig Fit Images is an MCP server listed in the public MCP registry as io.github.BillyQin/sprig-fit. Inspect local photos and crop, resize or compress images to exact dimensions and file-size limits. This page covers its npm package (sprig-fit-mcp).

### Is the Sprig Fit Images MCP server safe to use?

Sprig Fit Images scores 60 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 24 October 2026. 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 Sprig Fit Images MCP server expose?

Sprig Fit Images exposes 2 tools: inspect_image, prepare_image. Their descriptions and schemas cost roughly 337 tokens of context every time the server is loaded.

### Is the Sprig Fit Images MCP server still maintained?

Sprig Fit Images is still listed as active in the MCP registry. We last reached this channel on 24 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the Sprig Fit Images MCP server under?

Sprig Fit Images declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- npm package: https://www.npmjs.com/package/sprig-fit-mcp
- Socket report: https://socket.dev/npm/package/sprig-fit-mcp
- Website: https://sprig.fit/
- Changelog RSS feed: https://verifymcp.io/servers/billyqin-sprig-fit/sprig-fit-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/billyqin-sprig-fit/sprig-fit-mcp.json
- HTML version of this page: https://verifymcp.io/servers/billyqin-sprig-fit/sprig-fit-mcp