Multi-MCP is a multi-model AI orchestration server designed for automated code review and LLM-powered analysis, integrating with various AI models for code quality checks and security analysis.
From the registry: Multi-model AI orchestration MCP server with code review, compare, and debate tools.
$ git clone https://github.com/religa/multi_mcp.git && cd multi_mcp && make installPlease install the `multi-mcp` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Python 3.11+** — Python 3.11 or newer
- **Clone and install** — Clone the repo and run make install Run: `git clone https://github.com/religa/multi_mcp.git && cd multi_mcp && make install`
- **At least one LLM API key** — OpenAI, Anthropic, Google, or OpenRouter
Canonical MCP server config (stdio transport):
- command: `/path/to/multi_mcp/.venv/bin/python`
- args: ["-m","multi_mcp.server"]
- optional environment variables:
- `OPENAI_API_KEY`: OpenAI API key (example: `<your-openai-key>`)
- `ANTHROPIC_API_KEY`: Anthropic API key (example: `<your-anthropic-key>`)
- `GEMINI_API_KEY`: Google Gemini API key (example: `<your-gemini-key>`)
- `OPENROUTER_API_KEY`: OpenRouter API key (example: `<your-openrouter-key>`)
Note: Multi-model code review orchestrator (OpenAI, Anthropic, Gemini, OpenRouter). Requires at least one API key. No PyPI/npx package.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.OPENAI_API_KEYrequiredAPI key for OpenAI services.ANTHROPIC_API_KEYrequiredAPI key for Anthropic services.GEMINI_API_KEYrequiredAPI key for Google Gemini services.OPENROUTER_API_KEYrequiredAPI key for OpenRouter services.AI Agents Framework with Self Reflection and MCP support