Multi-Model Advisor MCP Server

What is Multi-Model Advisor?

Multi-Model Advisor is a Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, creating a "council of advisors" approach. It is designed for users who want diverse AI perspectives on a single question, allowing Claude to synthesize multiple viewpoints alongside its own. It integrates locally with Ollama and Claude for Desktop.

How to use Multi-Model Advisor?

Install via Smithery or manually (clone, npm install, build, pull models with ollama pull). Configure a .env file with model names and system prompts. Connect to Claude for Desktop by editing its claude_desktop_config.json. Once connected, ask Claude to use the multi-model advisor (e.g., "what are the most important skills..." and name models). The server exposes two tools: list-available-models and query-models.

Key features of Multi-Model Advisor

• Query multiple Ollama models with a single question
• Assign different roles/personas to each model
• View all available Ollama models on your system
• Customize system prompts for each model
• Configure via environment variables
• Integrate seamlessly with Claude for Desktop

Use cases of Multi-Model Advisor

• Obtain a synthesized answer from multiple local AI models with different assigned personas
• Compare creative, supportive, and analytical perspectives on the same question
• Use as a "council of advisors" to enrich Claude's responses with diverse viewpoints
• Test and evaluate different Ollama models side-by-side within a conversation