three.ws Vision MCP server

by nirholas·io.github.nirholas/vision-mcp·v0.1.1

Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.

What users say

No reviews yet

Safety scan

not scanned yet

Adoption

Not measured yet

Usage numbers are collected on the next scan

Reviews

Nobody has reviewed three.ws Vision yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

No tool declarations could be read from the package source. They show once the server is installed.

Not scanned yet. New registry listings are scanned within a day of import.

Runs npx -y @three-ws/vision-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add vision-mcp -- npx -y @three-ws/vision-mcp

Is three.ws Vision MCP server safe?: Not known yet: the safety scan has not run. New listings are scanned within a few days.
How do I install three.ws Vision?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does three.ws Vision need an API key?: No secret keys are declared. It reads 3 settings from the environment.
Is three.ws Vision maintained?: The latest release is v0.1.1.
What can I use instead of three.ws Vision?: Servers from other publishers that do the same job: SammaPix — Image & PDF tools for AI agents MCP server, Imagegen MCP server and SuperCMO MCP server. Compare all three.ws Vision alternatives.

Same job from other publishers: the closest match first, then the best rated.

SammaPix — Image & PDF tools for AI agents
Image & PDF tools for AI agents: compress, convert, resize, PDF, AI vision, pipeline.
not reviewed
Growing
A
Imagegen
AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipeline. USDC/Base.
not reviewed
Growing
B
SuperCMO
Marketing media generation — image, video, voice — for AI agents. BYO keys.
not reviewed
Growing
B
Midjourney
MCP server for Midjourney AI image generation and editing
More from AceDataCloud →
not reviewed
Growing
A
Rendobar
Transform video, audio and images, and generate media from prompts. FFmpeg, captions, models.
not reviewed
Growing
A

Local package. It runs on your machine, not through the gateway.

THREE_WS_BASEBase URL of the three.ws API that serves the vision endpoint. Override only when self-hosting or targeting a preview deployment.
THREE_WS_TIMEOUT_MSPer-request timeout in milliseconds for the vision call (the VLM may chain across free lanes before answering).
THREE_WS_API_KEYOptional three.ws API key (bearer token). Not required — the vision endpoint serves anonymous callers on a free per-IP rate limit. Set it to raise your rate limit to the per-user tier. Never needed to access the free model.

Claim it to keep the listing current and reply to reviews. Claiming never changes the grade or hides a review.

Shows the safety grade and links back to this page. It updates itself after every scan and review.

[![mcp.market](https://mcp.market/badge/nirholas-vision-mcp.svg)](https://mcp.market/server/nirholas-vision-mcp)