cognition-wheel

cognition-wheel

3.6

If you are the rightful owner of cognition-wheel and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

Cognition Wheel MCP Server is a Model Context Protocol server that leverages multiple AI models to provide comprehensive answers through a 'wisdom of crowds' approach.

The Cognition Wheel MCP Server is designed to enhance AI reasoning by consulting multiple state-of-the-art language models in parallel. It employs a three-phase process: parallel consultation, anonymous analysis, and smart synthesis. By querying models like Claude-4-Opus, Gemini-2.5-Pro, and O3 simultaneously, it ensures faster and more reliable results. The server uses code names to anonymize model responses, reducing bias during synthesis. One model is randomly chosen to synthesize the final answer, ensuring a balanced and comprehensive response. The server supports optional internet search capabilities, detailed logging for transparency, and robust error handling to manage model failures gracefully. It is compatible with MCP clients like Claude Desktop and can be integrated with tools like Cursor for enhanced AI interaction.

Features

  • Parallel Processing: Simultaneously queries multiple AI models for faster results.
  • Bias Reduction: Uses anonymous code names to prevent synthesizer bias.
  • Internet Search: Optional web search capabilities for all models.
  • Detailed Logging: Provides comprehensive debug logs for transparency.
  • Robust Error Handling: Ensures graceful degradation when models fail.