Describes and analyzes images with the Qwen3-VL model through the Ollama Cloud API, for checking images produced by other tools.
Setup
Choose your client, copy the config, then fill in any required environment variables.
claude mcp add image-validator --env OLLAMA_API_KEY='<OLLAMA_API_KEY>' -- python c:GITmcp-image-validatorserver.py~/.codex/config.toml
[mcp_servers.image-validator]
command = "python"
args = ["c:GITmcp-image-validatorserver.py"]
env = { OLLAMA_API_KEY = "<OLLAMA_API_KEY>" }
# codex mcp add image-validator --env OLLAMA_API_KEY='<OLLAMA_API_KEY>' -- python c:GITmcp-image-validatorserver.py~/.cursor/mcp.json
{
"mcpServers": {
"image-validator": {
"command": "python",
"args": [
"c:GITmcp-image-validatorserver.py"
],
"env": {
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"image-validator": {
"type": "stdio",
"command": "python",
"args": [
"c:GITmcp-image-validatorserver.py"
],
"env": {
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"image-validator": {
"command": "python",
"args": [
"c:GITmcp-image-validatorserver.py"
],
"env": {
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"image-validator": {
"command": "python",
"args": [
"c:GITmcp-image-validatorserver.py"
],
"env": {
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"image-validator": {
"command": "python",
"args": [
"c:GITmcp-image-validatorserver.py"
],
"env": {
"OLLAMA_API_KEY": "<OLLAMA_API_KEY>"
}
}
}
}Environment variables
OLLAMA_API_KEY
Replace the placeholders with your own credentials and keep them out of version control.