Moltline Vision MCP MCP server

The Moltline Vision server provides computer-vision arithmetic over MCP, including bounding-box conversion, image header probing, resize planning, and color checking. It performs pure arithmetic and header parsing without requiring a model, image library, or API key, making it a lightweight tool for image metadata and geometry calculations.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-05Operated by Moltline Studio

MCP endpoint (Streamable HTTP)

https://mcp.moltlinestudio.com/vision

Vendor documentation

What you can do with it

Probe image headers for metadata
Convert bounding box coordinates
Plan image resize operations
Check color values in images

Tools advertised by the last live check:

image_probe
bbox_convert
resize_plan
colour_check
nms
detection_metrics

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http moltline-vision-mcp https://mcp.moltlinestudio.com/vision

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add moltline-vision-mcp --url https://mcp.moltlinestudio.com/vision

Cursor

Merge this server into .cursor/mcp.json in your project, then enable moltline-vision-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "moltline-vision-mcp": {
      "url": "https://mcp.moltlinestudio.com/vision"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.

Cline configuration

{
  "mcpServers": {
    "moltline-vision-mcp": {
      "type": "streamableHttp",
      "url": "https://mcp.moltlinestudio.com/vision",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start moltline-vision-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "moltline-vision-mcp": {
      "type": "http",
      "url": "https://mcp.moltlinestudio.com/vision"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http moltline-vision-mcp https://mcp.moltlinestudio.com/vision

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "moltline-vision-mcp": {
      "url": "https://mcp.moltlinestudio.com/vision"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "moltline-vision-mcp": {
      "serverUrl": "https://mcp.moltlinestudio.com/vision"
    }
  }
}

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