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GitHub - aquarius-wing/actor-critic-thinking-mcp: A dual-perspective thinking analysis server based on Model Context Protocol (MCP), providing comprehensive performance evaluation through Actor-Critic methodology.

May 26, 2025 - github.com
The article introduces the Actor-Critic Thinking MCP Server, a dual-perspective analysis tool based on the Model Context Protocol (MCP). This server utilizes the Actor-Critic methodology to provide comprehensive performance evaluations by alternating between the actor (empathetic/creative) and critic (analytical/evaluative) perspectives. Key features include dual-perspective analysis, round tracking, balanced assessment, multi-dimensional evaluation, and actionable feedback. The server is particularly useful for evaluating artistic performances, creative works, strategic decisions, and complex scenarios requiring both empathy and objectivity.

The server requires specific parameters such as content, role perspective, next round necessity, thought number, and total thoughts planned. The actor perspective focuses on understanding intentions and creative choices, while the critic perspective emphasizes technical execution and audience impact. Users can install and run the server using specific commands, and best practices involve starting with either perspective, alternating between them, and continuing rounds until a comprehensive analysis is achieved. The article also provides an example usage scenario for generating product names, highlighting the server's application in creative processes.

Key takeaways:

  • The Actor-Critic Thinking MCP Server provides dual-perspective analysis using the Model Context Protocol (MCP) for comprehensive performance evaluation.
  • It features dual-perspective analysis, round tracking, balanced assessment, multi-dimensional evaluation, and actionable feedback.
  • Use cases include evaluating artistic performances, analyzing intention-execution gaps, and providing feedback that balances creative vision with technical execution.
  • The system alternates between actor and critic perspectives, focusing on relevant performance aspects and providing constructive feedback until analysis is complete.
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