Media · Local MCP server
three.ws Vision
Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.
What the MCP Registry states
The entry as published to the official MCP Registry (read 2026-10-04), latest version.
- Registry name
io.github.nirholas/vision-mcp- Version
- 0.1.1
- Status
- Active
- Category
- media
- Transport
- stdio (local process)
- Package
- npm
- Published
- 2026-07-20
- Updated
- 2026-07-20
- Publisher
- nirholas (GitHub) · 65 servers with pages here
- Website
- three.ws
- Repository
- github.com/nirholas/three.ws (folder packages/vision-mcp)
- Source
- Registry API entry
Packages
| Registry | Package | Version | Transport |
|---|---|---|---|
| npmruntime: npx | @three-ws/vision-mcp | 0.1.1 | stdio |
How to connect three.ws Vision
three.ws Vision runs locally from a Node.js package published to the npm registry: @three-ws/vision-mcp version 0.1.1. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx — the usual command is npx -y @three-ws/vision-mcp@0.1.1. It reads these environment variables: THREE_WS_BASE, THREE_WS_TIMEOUT_MS and THREE_WS_API_KEY; set them in the client's configuration for this server.
In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):
{
"mcpServers": {
"vision-mcp": {
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp@0.1.1"
],
"env": {
"THREE_WS_BASE": "<value>",
"THREE_WS_TIMEOUT_MS": "<value>",
"THREE_WS_API_KEY": "<value>"
}
}
}
}Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect
More from nirholas (GitHub)
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|---|---|
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| three.ws pump.fun MCPFree pump.fun and Solana token discovery and on-chain analysis tools, by three.ws. | Remote · HTTP |
| three.ws ScenesCompose a placed 3D diorama from one sentence, export a forged world, browse saved scenes. | Local · stdio |
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| three.ws TutorRead a Pay-As-You-Learn tutoring session's itemized tab and close it for an attested invoice. | Local · stdio |
| three.ws VanityRead the three.ws vanity-address market: quote difficulty + USDC price, browse the board. | Local · stdio |
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| UCAIUCAI — The ABI-to-MCP Server Generator. Convert any contract ABI into an AI-ready MCP server. | Local · stdio |
| x402 Universal PayerPay any x402 endpoint on the open web: auto-paying bridge with Bazaar discovery and spend caps. | Local · stdio |
| x402 WalletSelf-custodial x402 wallet for AI agents: pay any service in USDC or $THREE from your own key. | Local · stdio |
| XActionsX/Twitter automation MCP: scrape, post, schedule, analyze, engage. No API key required. | Local · stdio |
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|---|---|
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| three.ws 3D StudioTurn text or an image into an animation-ready 3D model (GLB): generate, rig, animate, retexture. | Remote · HTTP |
| three.ws AudioText-to-speech, speech-to-text, audio-to-face lipsync, and motion-capture clips for 3D agents. | Local · stdio |
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| ThumbnailCreatorAI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side. Pay per image. | Remote · HTTP |
| ThumbnailsGenerate image thumbnails, resize, convert and compress photos from your AI chat. Local files. | Remote & Local · HTTP, stdio |
| TikTapDown10 TikTok creator tools — video/MP3 download, daily trends for 16 countries, hashtags, hooks. | Local · stdio |