Multi-MCP
local MCP serverMulti-MCP is a local MCP server: Multi-model AI orchestration MCP server with code review, compare, and debate tools. Install it from pypi as multi-mcp.
Installation
Terminal
claude mcp add multi-mcp -e OPENAI_API_KEY=... -e ANTHROPIC_API_KEY=... -e GEMINI_API_KEY=... -e OPENROUTER_API_KEY=... -e DEFAULT_MODEL=... -e DEFAULT_MODEL_LIST=... -- uvx multi-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": {
"multi-mcp": {
"command": "uvx",
"args": [
"multi-mcp"
],
"env": {
"OPENAI_API_KEY": "...",
"ANTHROPIC_API_KEY": "...",
"GEMINI_API_KEY": "...",
"OPENROUTER_API_KEY": "...",
"DEFAULT_MODEL": "...",
"DEFAULT_MODEL_LIST": "..."
}
}
}
}Fill in the environment variables with your own credentials.
What you need
- Runtime: Python with uv (runs with uvx).
- MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
- Environment variables:
OPENAI_API_KEY,ANTHROPIC_API_KEY,GEMINI_API_KEY,OPENROUTER_API_KEY,DEFAULT_MODEL,DEFAULT_MODEL_LIST
Summary
Multi-model AI orchestration MCP server with code review, compare, and debate tools.
Multi-MCP vs similar servers
| Server | Stars | Type | API key | Runtime |
|---|---|---|---|---|
| Multi-MCP | 36 | Local | Yes | pypi |
| ArcadeDB MCP Server | 1,165 | Local | No | oci |
| ArcadeDB | 1,165 | Local | No | — |
| Agent Swarm | 835 | Hosted | Yes | None |
| Forge Orchestrator | 161 | Local | No | mcpb |
Questions
It reads 6 environment variables: OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY, OPENROUTER_API_KEY, DEFAULT_MODEL, DEFAULT_MODEL_LIST. Set them in your MCP config before starting the server.
Python with uv (runs with uvx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.
Multi-MCP is a local MCP server distributed as the pypi package multi-mcp.
Run: claude mcp add multi-mcp -e OPENAI_API_KEY=... -e ANTHROPIC_API_KEY=... -e GEMINI_API_KEY=... -e OPENROUTER_API_KEY=... -e DEFAULT_MODEL=... -e DEFAULT_MODEL_LIST=... -- uvx multi-mcp
Run: codex mcp add multi-mcp --env OPENAI_API_KEY=... --env ANTHROPIC_API_KEY=... --env GEMINI_API_KEY=... --env OPENROUTER_API_KEY=... --env DEFAULT_MODEL=... --env DEFAULT_MODEL_LIST=... -- uvx multi-mcp
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