Multi MCP Server

Multi-Model Code Review and Analysis MCP Server for Claude Code

Local serverstdioPython

What is the Multi MCP Server?

Multi-Model Code Review and Analysis MCP Server for Claude Code

What it actually does

A multi-model AI orchestration MCP server for automated code review and LLM-powered analysis. Multi-MCP integrates with Claude Code CLI and OpenCode to orchestrate multiple AI models (OpenAI GPT, Anthropic Claude, Google Gemini) for code quality checks, security analysis (OWASP Top 10), and multi-agent consensus. Built on the Model Context Protocol (MCP), this tool enables Python developers and DevOps teams to automate code reviews with AI-powered insights directly in their development workflow.

  • 🔍 Code Review — - Systematic workflow with OWASP Top 10 security checks and performance analysis
  • 💬 Chat — - Interactive development assistance with repository context awareness
  • 🔄 Compare — - Parallel multi-model analysis for architectural decisions
  • 🎭 Debate — - Multi-agent consensus workflow (independent answers + critique)
  • 🤖 Multi-Model Support — - OpenAI GPT, Anthropic Claude, Google Gemini, and OpenRouter
  • 🖥️ CLI & API Models — - Mix CLI-based (Gemini CLI, Codex CLI) and API models

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Multi MCP Server

{
  "mcpServers": {
    "multi": {
      "command": "npx",
      "args": ["-y", "@anthropic-ai/gemini-cli"],
      "env": {
        "MCP_TIMEOUT": "your-value",
        "MCP_TOOL_TIMEOUT": "your-value",
        "LOG_LEVEL": "your-value",
        "OPENAI_API_KEY": "your-value",
        "ANTHROPIC_API_KEY": "your-value",
        "GEMINI_API_KEY": "your-value",
        "OPENROUTER_API_KEY": "your-value",
        "AZURE_API_KEY": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
MCP_TIMEOUTConfiguration value read at startup.Optional
MCP_TOOL_TIMEOUTConfiguration value read at startup.Optional
LOG_LEVELConfiguration value read at startup.Optional
OPENAI_API_KEYCredential the server authenticates with.Yes
ANTHROPIC_API_KEYCredential the server authenticates with.Yes
GEMINI_API_KEYCredential the server authenticates with.Yes
OPENROUTER_API_KEYCredential the server authenticates with.Yes
AZURE_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • “Use Multi to Installation.”

Frequently asked questions

Multi-Model Code Review and Analysis MCP Server for Claude Code Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.