Keyflow

Search Keyflow

Find a shortcut, workflow, MCP server or skill

three.ws Vision

local MCP server

three.ws Vision is a local MCP server: Image understanding for AI agents — analyze and describe any image via the three.ws pipeline. Install it from npm as @three-ws/vision-mcp.

Installation

Terminal

claude mcp add vision-mcp -e THREE_WS_BASE=... -e THREE_WS_TIMEOUT_MS=... -e THREE_WS_API_KEY=... -- npx -y @three-ws/vision-mcp

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "vision-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@three-ws/vision-mcp"
      ],
      "env": {
        "THREE_WS_BASE": "...",
        "THREE_WS_TIMEOUT_MS": "...",
        "THREE_WS_API_KEY": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

What you need

  • Runtime: Node.js 18+ (runs with npx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
  • Environment variables: THREE_WS_BASE, THREE_WS_TIMEOUT_MS, THREE_WS_API_KEY

Summary

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

three.ws Vision vs similar servers

ServerStarsTypeAPI keyRuntime
three.ws Vision218LocalYesnpm
three.ws Activity218LocalYesnpm
Metaplex Agent Registry218LocalYesnpm
x402 Wallet218LocalYesnpm
Bitbybit CAD MCP203HostedNoNone

Questions

It reads 3 environment variables: THREE_WS_BASE, THREE_WS_TIMEOUT_MS, THREE_WS_API_KEY. Set them in your MCP config before starting the server.

Node.js 18+ (runs with npx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

three.ws Vision is a local MCP server distributed as the npm package @three-ws/vision-mcp.

Run: claude mcp add vision-mcp -e THREE_WS_BASE=... -e THREE_WS_TIMEOUT_MS=... -e THREE_WS_API_KEY=... -- npx -y @three-ws/vision-mcp

Run: codex mcp add vision-mcp --env THREE_WS_BASE=... --env THREE_WS_TIMEOUT_MS=... --env THREE_WS_API_KEY=... -- npx -y @three-ws/vision-mcp

Similar MCP servers

NameStars
  1. three.ws Activityio.github.nirholas/activity-mcp218
  2. Metaplex Agent Registryio.github.nirholas/metaplex-agent218
  3. x402 Walletio.github.nirholas/x402-mcp218
  4. Bitbybit CAD MCPdev.bitbybit/cad203
  5. darkroomio.github.sathergate/darkroom109
  6. tldrawio.github.tldraw/tldraw51K
  7. Codebase Memoryio.github.DeusData/codebase-memory-mcp45K
  8. Repomixio.github.yamadashy/repomix29K