MCP.Market

three.ws Vision MCP server

by nirholas·io.github.nirholas/vision-mcp·v0.1.2·269 stars
No reviews yet

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

A92/100grade A
Write a reviewInstall
What users say
No reviews yet
Be the first
Safety scan
A92/100

full report

Adoption
Established

269 stars177 downloads/wk

Reviews

Write one

Nobody has reviewed three.ws Vision yet.

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

three.ws Vision tools

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

Public scan report

scanner v0.1.10 · 2026-11-07 · same rubric, same numbers if you re-run it

no findings
  • Code scan9 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 1 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How three.ws Vision compares

Against every graded Media MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 85% of 1,331 Media servers
GitHub stars
269
more than 95% of 727 Media servers
Downloads a week
177
more than 70% of 422 Media servers with a package

Release history: 2 versions in the registry since 2026-07-20, latest 2026-10-10, typically one every 82 days.

Install three.ws Vision in Claude Code, Cursor or VS Code

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
Add to Cursor

What the publisher says

From the three.ws Vision repository's README, as published. We do not edit it. Read it on GitHub

three.ws

Website · Docs · Changelog · X / Twitter · GitHub · $THREE on pump.fun

https://github.com/user-attachments/assets/d52515d1-cb04-4dd6-98bd-fef233312dc4

Give your AI a body. three.ws is an open source (Apache-2.0), browser-native 3D AI agent platform. Type a prompt and Forge generates a textured 3D model, or drop a GLB you already have. Add an LLM brain, register on-chain, and embed anywhere: no plugins, no server uploads, no installs required.

Try it in 60 seconds: open three.ws/forge, type "a brass steampunk owl, full body", and download the GLB. Text→3D, image→3D, and sketch→3D — free draft tier, no account. Jump to the Forge section ↓

Want to build it with us? Your first contribution goes from clone to open pull request in about 15 minutes, with a full worked example. Every good first issue names the file to change and the command that proves it worked. Say hello in Discussions or Telegram.

Meet the avatar: a live 3D model, right here in markdown

Drag to rotate. This is not an image or a video: it is an interactive 3D model rendered natively by GitHub. The avatar was generated from a one-line text prompt on three.ws Forge (free tier), decimated to 1,200 triangles, and embedded as ASCII STL with readme-3d, our open-source toolkit for putting 3D models in any GitHub README, issue, or discussion.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

three.ws Vision: common questions

Is three.ws Vision MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the three.ws Vision safety report
How do I install three.ws Vision?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop 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 last commit was 9 days ago (2026-11-06). The latest release is v0.1.2.
What can I use instead of three.ws Vision?
Servers from other publishers that do the same job: Openrouter Multimodal MCP server, Remove AI Watermarks MCP server and anymd MCP server.
How does three.ws Vision compare with other Media MCP servers?
safety score 92/100 (higher than 85% of 1,331 Media servers); github stars 269 (more than 95% of 727 Media servers); downloads a week 177 (more than 70% of 422 Media servers with a package). Full comparison.

Alternatives to three.ws Vision

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

  • Openrouter Multimodal
    Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.
    B
  • Remove AI Watermarks
    Identify and clean AI watermarks and provenance in your own images, video, and text.
    A
  • anymd
    Any file → clean Markdown for AI agents: PDF, Office, EPUB, HTML, images, audio/video. Local MCP.
    A
  • Audio
    Edit, analyze and convert audio: loudness, spec checks, denoise, EQ, cuts, BPM, key. No ffmpeg.
    A
  • Nanobanana
    An MCP server that provides image generation and editing capabilities
    B
three.ws Vision vs Openrouter Multimodal

More from nirholas →