three.ws Vision
Rank #6,311io.github.nirholas/vision-mcp
Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.
three.ws Vision is a Model Context Protocol (MCP) server published by nirholas. It ranks #6,311 of 132,046 servers tracked on MCP Toplist, and its repository has 206 GitHub stars. three.ws Vision is listed on Official MCP, with 2 tracked versions. It was first listed on Jun 24, 2026 and most recently updated on Jul 20, 2026.
Ranks ahead of 125,735 of 132,046 servers on MCP Toplist.
Use three.ws Vision
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add vision-mcp -e "THREE_WS_BASE=<your THREE_WS_BASE>" -e "THREE_WS_TIMEOUT_MS=<your THREE_WS_TIMEOUT_MS>" -e "THREE_WS_API_KEY=<your THREE_WS_API_KEY>" -- npx -y @three-ws/vision-mcpReplace each placeholder with your own value before saving.
[mcp_servers.vision-mcp]
command = "npx"
args = ["-y", "@three-ws/vision-mcp"]
[mcp_servers.vision-mcp.env]
THREE_WS_BASE = "<your THREE_WS_BASE>"
THREE_WS_TIMEOUT_MS = "<your THREE_WS_TIMEOUT_MS>"
THREE_WS_API_KEY = "<your THREE_WS_API_KEY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"vision-mcp": {
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp"
],
"env": {
"THREE_WS_BASE": "<your THREE_WS_BASE>",
"THREE_WS_TIMEOUT_MS": "<your THREE_WS_TIMEOUT_MS>",
"THREE_WS_API_KEY": "<your THREE_WS_API_KEY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"vision-mcp": {
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp"
],
"env": {
"THREE_WS_BASE": "<your THREE_WS_BASE>",
"THREE_WS_TIMEOUT_MS": "<your THREE_WS_TIMEOUT_MS>",
"THREE_WS_API_KEY": "<your THREE_WS_API_KEY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"vision-mcp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp"
],
"env": {
"THREE_WS_BASE": "<your THREE_WS_BASE>",
"THREE_WS_TIMEOUT_MS": "<your THREE_WS_TIMEOUT_MS>",
"THREE_WS_API_KEY": "<your THREE_WS_API_KEY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"vision-mcp": {
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp"
],
"env": {
"THREE_WS_BASE": "<your THREE_WS_BASE>",
"THREE_WS_TIMEOUT_MS": "<your THREE_WS_TIMEOUT_MS>",
"THREE_WS_API_KEY": "<your THREE_WS_API_KEY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"vision-mcp": {
"command": "npx",
"args": [
"-y",
"@three-ws/vision-mcp"
],
"env": {
"THREE_WS_BASE": "<your THREE_WS_BASE>",
"THREE_WS_TIMEOUT_MS": "<your THREE_WS_TIMEOUT_MS>",
"THREE_WS_API_KEY": "<your THREE_WS_API_KEY>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
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[](https://mcptoplist.com/server/io.github.nirholas%2Fvision-mcp)<a href="https://mcptoplist.com/server/io.github.nirholas%2Fvision-mcp"><img src="https://mcptoplist.com/badge/io.github.nirholas%2Fvision-mcp.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
nirholas
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Available versions (2)
| Version | Published |
|---|---|
| 0.1.1 | Jul 20, 2026 |
| 0.1.0 | Jun 24, 2026 |
Frequently asked questions
- Who maintains three.ws Vision?
- three.ws Vision is maintained by nirholas, which publishes 88 MCP servers (179 total versions) tracked on MCP Toplist.
- Is three.ws Vision listed on the Official MCP Registry?
- Yes — three.ws Vision is listed on the Official MCP Registry.
- How many versions does three.ws Vision have?
- MCP Toplist tracks 2 versions of three.ws Vision, most recently published on Jul 20, 2026.
- Where can I find the source code for three.ws Vision?
- The source code for three.ws Vision is hosted at github.com/nirholas/three.ws.
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