Leaderboard/tinify.ai
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

tinify.ai

Optimize images with AI — compress, resize, upscale, convert formats, and generate SEO metadata in one tool. ## What it does One `optimize_image` tool that handles everything: - **Smart compression** — 60-80% file size reduction with minimal quality loss (JPG, PNG, WebP, AVIF, GIF, SVG, ICO) - **Resize & upscale** — scale to exact dimensions or upscale with AI enhancement - **Format conversion** — convert between JPG, PNG, WebP, AVIF, GIF, SVG, ICO (including animated GIF frame-by-frame processing) - **SEO metadata** — AI-generated alt text, title tags, and SEO-friendly filenames - **Batch processing** — optimize multiple images in sequence ## Supported formats Input: JPG, PNG, WebP, AVIF, GIF (animated), SVG, ICO, HEIC, TIFF, BMP (max 50 MB) Output: JPG, PNG, WebP, AVIF, GIF (animated), SVG, ICO ## Pricing Free tier: 20 credits/day, no signup required. or 50 credits/day for registered users. Each optimization costs 3 credits (+1 for SEO tags). See https://tinify.ai/pricing/ for more details.

51/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
99.5%
P95 Latency
482.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 514ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 482ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success514.2msPartial
Apr 3, 2026success205.1msPartial
Apr 3, 2026success474msPartial
Apr 3, 2026success438.3msPartial
Apr 3, 2026success491.9msPartial
Apr 3, 2026success543msPartial
Apr 3, 2026success521.5msPartial
Apr 3, 2026success164.1msPartial
Apr 3, 2026success350.7msPartial
Apr 2, 2026success153.4msPartial
Source Registries
smithery
First Seen
Mar 29, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026