multi-ai-advisor-mcpcouncil of models for decision

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

Multi-Model Advisor (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question. It creates a 'council of advisors' approach where Claude can synthesize multiple viewpoints alongside its own to provide more comprehensive answers. The tool allows users to assign different roles/personas to each model, view all available Ollama models on their system, and customize system prompts for each model. It integrates seamlessly with Claude for Desktop.

Key features

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

Pricing

Model: Free
Category: MCP Servers
Rating: No reviews yet

Use cases

Career Development

Ask Claude to use the multi-model advisor to determine the most important skills for success in today's job market, utilizing multiple Ollama models.

Research and Analysis

Use the MCP server to gather diverse perspectives on a research question by querying multiple Ollama models.

Pros & Cons

Pros

Provides diverse AI perspectives on a single question
Allows customization of system prompts for each model
Integrates seamlessly with Claude for Desktop
Enables a 'council of advisors' approach for more comprehensive answers

Cons

Requires Node.js 16.x or higher
Needs Ollama installed and running
Dependent on Claude for Desktop for the complete advisory experience

Reviews

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Q&A

What are the key features of Multi-Model Advisor (MCP)?

The key features include querying multiple Ollama models with a single question, assigning different roles/personas to each model, and viewing all available Ollama models on the system.

Asked by Ulrik Madsen · Jul 26, 2025

How does Multi-Model Advisor (MCP) integrate with other tools?

The tool integrates seamlessly with Claude for Desktop, allowing users to synthesize multiple viewpoints alongside its own to provide more comprehensive answers.

Asked by Piotr Baranowski · Jun 24, 2025

Can I customize the system prompts for each model?

Yes, the tool allows users to customize system prompts for each model. This can be done via environment variables or by creating a .env file with the desired configuration.

Asked by Hiroshi Tanaka · Jun 12, 2025

What is the system requirement for Multi-Model Advisor (MCP)?

The tool requires Node.js 16.x or higher and needs Ollama installed and running. It also depends on Claude for Desktop for the complete advisory experience.

Asked by Dumisani Ndlovu · Apr 21, 2025