optimize_image

Item: optimize_image
Rating: 100
Author: Vouch

shallow

io.github.onepunchtechnology/glassypic · Verify this server

Optimize an image: smart lossy compression (typically 60-80% size reduction), optional resize/upscale/format conversion, and AI-generated SEO metadata. Accepts absolute local file paths or remote URLs. In remote/API mode, only remote URLs are supported. Supported input formats: JPG, PNG, WebP, AVIF, GIF, SVG, ICO, HEIC, TIFF, BMP (max 50 MB). Supported output formats: JPG, PNG, WebP, AVIF, GIF, SVG, ICO. Each call costs 3 credits + 1 if SEO tags enabled. Animated GIFs are processed frame-by-frame (each frame optimized individually). Cost = frames × per-frame operations. Use confirm_gif_cost: true after reviewing the cost warning. Free tier: 20 credits/day, no signup. Log in with the login tool for more credits. Use status tool to check remaining credits before batch processing.

100.0/100

1 trials · measured 8 days ago

optimize_image scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.onepunchtechnology/glassypic, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

Component	Weight	Value
Reliability	35%	not applicable
Schema integrity	25%	100.0
Failure behaviour	15%	not applicable
Latency	15%	not applicable
Concurrency	10%	not applicable

Tool details

Transport: remote + stdio
Credential class: self-provisionable
Input schema: not declared
Output schema: not declared
Side-effect classification: unclassified

Score history

Day	Score	Tier	Methodology
2026-08-25	100.0	shallow	v0.2.0

Probe evidence

Probe	Outcomes
schema_integrity	pass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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[![Vouch score](https://vouch.tools/api/tools/11942ad5-665a-4967-9682-6917d419d499/badge.svg)](https://vouch.tools/tools/11942ad5-665a-4967-9682-6917d419d499)