beginner⏱️ 10-20 minutes📅 Updated June 2026

Step-by-step guide to integrate Actor Critic Thinking MCP server with GenAIScript. Includes dual-perspective analysis and round-based evaluation.

Actor Critic Thinking + GenAIScript: Complete MCP Integration

Actor Critic Thinking is a MCP server that Actor-critic thinking for performance evaluation.

When integrated with GenAIScript, you can:

  • Alternate between actor and critic viewpoints for comprehensive evaluation
  • Structured multi-round analysis with progress tracking
  • Multi-dimensional performance evaluation framework

This guide provides step-by-step instructions to set up Actor Critic Thinking in GenAIScript, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

  • Actor Critic Thinking will be fully integrated and operational
  • You can use Actor Critic Thinking tools directly in GenAIScript
  • All Actor Critic Thinking capabilities will be available for your workflows
  • Access to 4 different tools

Prerequisites

Before starting, ensure you have:

  • Node.js
  • npm
  • TypeScript support
  • GenAIScript installed and configured
  • Compatible operating system (Windows, macOS, Linux, VS Code)

Installation

Step 1: Install Actor Critic Thinking

Install using npm:

npx -y mcp-server-actor-critic-thinking

Verify installation:

npx mcp-server-actor-critic-thinking --help

Configuration

Step 2: Configure GenAIScript

  1. Open GenAIScript settings
  2. Navigate to MCP server configuration
  3. Add Actor Critic Thinking server with appropriate settings
  4. Save and restart if needed

Examples

Once configured, you can use Actor Critic Thinking in GenAIScript:

Product Name Evaluation

Analyze effectiveness of noise-canceling headphone product name

Ask GenAIScript: "Evaluate the product name "SilentMax Pro" for noise-canceling headphones using actor-critic analysis"

Expected Result: Multi-round analysis alternating between creative appreciation and practical critique of the name

Marketing Campaign Assessment

Evaluate marketing campaign concept from multiple perspectives

Ask GenAIScript: "Analyze our "Digital Transformation Made Simple" campaign using 5 rounds of actor-critic evaluation"

Expected Result: Comprehensive evaluation covering creative impact, practical implementation, and market effectiveness

Feature Development Review

Assess new software feature proposal

Ask GenAIScript: "Use actor-critic thinking to evaluate the proposed "Smart Auto-Save" feature for our text editor"

Expected Result: Balanced analysis of feature benefits, technical challenges, and user experience implications

Business Strategy Evaluation

Analyze strategic business decision with structured feedback

Ask GenAIScript: "Apply actor-critic analysis to our plan for expanding into the European market"

Expected Result: Systematic evaluation of opportunities, risks, and implementation considerations

Testing Your Setup

  1. Launch GenAIScript
  2. Verify Actor Critic Thinking is available in the tools list
  3. Test basic Actor Critic Thinking functionality

Troubleshooting

Common Issues

Invalid Total Thoughts Parameter

Symptoms: Parameter validation errors, Odd number requirement failures

Cause: totalThoughts parameter must be odd number ≥3

Solution:

  • Ensure totalThoughts is an odd number (3, 5, 7, etc.)
  • Use minimum value of 3 for basic analysis
  • Verify parameter is numeric, not string
  • Check parameter validation in client configuration

Role Parameter Not Recognized

Symptoms: Invalid role errors, Perspective switching failures

Cause: Role parameter must be exactly "actor" or "critic"

Solution:

  • Use exact values: "actor" or "critic"
  • Check for typos or case sensitivity issues
  • Ensure role alternates between rounds
  • Verify role matches current thought number

Evaluation Sequence Broken

Symptoms: Out of sequence errors, Round tracking failures

Cause: thoughtNumber not matching expected sequence or round progression

Solution:

  • Start thoughtNumber at 1 for first round
  • Increment thoughtNumber for each subsequent round
  • Ensure thoughtNumber ≤ totalThoughts
  • Reset sequence for new evaluation sessions

TypeScript Compilation Errors

Symptoms: Build failures, Type definition errors

Cause: Missing TypeScript dependencies or configuration issues

Solution:

  • Install TypeScript: npm install -g typescript
  • Verify tsconfig.json configuration
  • Install type definitions: npm install @types/node
  • Clear build cache: npm run clean && npm run build

GenAIScript Installation Failed

Symptoms: npm install errors, Command not found

Cause: Node.js version or npm configuration issues

Solution:

  • Verify Node.js 18+ is installed
  • Check npm global installation permissions
  • Try using yarn instead of npm
  • Clear npm cache and retry installation

MCP Server Not Found

Symptoms: Server not available in scripts, Connection errors

Cause: Server configuration or PATH issues

Solution:

  • Verify server is properly installed
  • Check genaiscript.config.ts configuration
  • Use absolute path to server executable
  • Test server independently first

Script Execution Fails

Symptoms: Runtime errors, Tool execution failures

Cause: Script syntax or MCP integration issues

Solution:

  • Check TypeScript syntax and imports
  • Verify MCP server is responding
  • Use --debug flag for detailed logging
  • Test with simpler script first

VS Code Extension Issues

Symptoms: Extension not working, No intellisense

Cause: Extension installation or configuration problems

Solution:

  • Verify extension is properly installed
  • Reload VS Code window
  • Check workspace is GenAIScript project
  • Update extension to latest version

Actor Critic Thinking not appearing in GenAIScript

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

  • Verify configuration syntax
  • Check Actor Critic Thinking installation
  • Restart GenAIScript
  • Check logs for error messages

Next Steps

Now that Actor Critic Thinking is integrated with GenAIScript:

  • Explore all Actor Critic Thinking capabilities through GenAIScript
  • Check out other MCP servers that work with GenAIScript
  • Join the MCP community for tips and support
  • Consider contributing to Actor Critic Thinking development

Need Help?

Related Resources

More Integrations

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Actor Critic Thinking + GenAIScript: MCP Setup Guide (2026)