converse

Overview

Converse MCP Server is a comprehensive tool that bridges Claude with various AI models including OpenAI, Google, Anthropic, X.AI, Mistral, DeepSeek, and OpenRouter. It offers both individual model conversations and consensus features where multiple AI models can analyze the same question simultaneously. The server supports synchronous and asynchronous operations, with AI-powered summarization for better context management. Its robust tool set includes chat functionality, consensus gathering, job monitoring, and cancellation capabilities.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• chat

  Talk to any AI model with support for files, images, and conversation history.

  Try:Chat with GPT-5 about React best practicesTry:Ask Gemini to analyze this codeTry:Use Codex to review my project
• consensus

  Get multiple AI models to analyze the same question simultaneously.

  Try:Get consensus from GPT-5 and Gemini about architecture decisionsTry:Ask multiple models to review this documentTry:Compare responses from different AI models
• check_status

  Monitor the progress and retrieve results from asynchronous operations.

  Try:Check the status of my background analysis taskTry:List recent async jobsTry:Get the full history for task #12345
• cancel_job

  Cancel running asynchronous operations when needed.

  Try:Cancel my ongoing analysis taskTry:Stop the background processing jobTry:Abort the consensus operation

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Installation

claude mcp add converse \
  -e OPENAI_API_KEY=your_key_here \
  -e GEMINI_API_KEY=your_key_here \
  -e XAI_API_KEY=your_key_here \
  -e ANTHROPIC_API_KEY=your_key_here \
  -e MISTRAL_API_KEY=your_key_here \
  -e DEEPSEEK_API_KEY=your_key_here \
  -e OPENROUTER_API_KEY=your_key_here \
  -e ENABLE_RESPONSE_SUMMARIZATION=true \
  -s user \
  npx converse-mcp-server

{
  "mcpServers": {
    "converse": {
      "command": "npx",
      "args": ["converse-mcp-server"],
      "env": {
        "OPENAI_API_KEY": "your_key_here",
        "GEMINI_API_KEY": "your_key_here",
        "XAI_API_KEY": "your_key_here",
        "ANTHROPIC_API_KEY": "your_key_here",
        "MISTRAL_API_KEY": "your_key_here",
        "DEEPSEEK_API_KEY": "your_key_here",
        "OPENROUTER_API_KEY": "your_key_here",
        "ENABLE_RESPONSE_SUMMARIZATION": "true",
        "SUMMARIZATION_MODEL": "gpt-5"
      }
    }
  }
}

FAQ

Which AI providers are supported by the Converse MCP Server?

The server supports multiple providers including OpenAI, Google/Gemini, X.AI, Anthropic, Mistral, DeepSeek, OpenRouter, and includes a Codex option that uses your ChatGPT login.

How does the consensus tool work?

The consensus tool allows multiple AI models to analyze the same question simultaneously, with each model able to see and respond to others' answers, creating a rich discussion with multiple perspectives.

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