Multi-MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 64 installs a week from pypi. Last commit 5 Sep 2026.
Multi-model AI orchestration MCP server with code review, compare, and debate tools.
Today is the operative word: we check Multi-MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add multi-mcp -- uvx multi-mcp
{
"mcpServers": {
"multi-mcp": {
"args": [
"multi-mcp"
],
"command": "uvx"
}
}
}
[mcp_servers.multi-mcp]
command = "uvx"
args = ["multi-mcp"]
{
"mcpServers": {
"multi-mcp": {
"args": [
"multi-mcp"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"multi-mcp": {
"args": [
"multi-mcp"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
OPENAI_API_KEY (OpenAI API key for GPT models (optional - at least one provider required)), ANTHROPIC_API_KEY (Anthropic API key for Claude models (optional - at least one provider required)), GEMINI_API_KEY (Google API key for Gemini models (optional - at least one provider required)), OPENROUTER_API_KEY (OpenRouter API key for additional models (optional)), DEFAULT_MODEL (Default model to use (defaults to gpt-5-mini)), DEFAULT_MODEL_LIST (Default models for multi-model comparison (comma-separated, defaults to gpt-5-mini,gemini-3-flash)).
The author declared them in the registry entry; get the values from the project itself.
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Answers built from our own checks of this server.