beginner⏱️ 10-20 minutes📅 Updated June 2026

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

Actor Critic Thinking + Continue: Complete MCP Integration

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

When integrated with Continue, 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 Continue, 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 Continue
  • 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
  • Continue installed and configured
  • Compatible operating system (VS Code, JetBrains IDEs, Cross-platform)

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 Continue

  1. Open Continue 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 Continue:

Product Name Evaluation

Analyze effectiveness of noise-canceling headphone product name

Ask Continue: "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 Continue: "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 Continue: "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 Continue: "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 Continue
  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

Extension Installation Failed

Symptoms: Marketplace errors, Extension not appearing

Cause: IDE version incompatibility or marketplace issues

Solution:

  • Check IDE version meets minimum requirements
  • Try manual installation from extension file
  • Clear IDE cache and restart
  • Check internet connectivity and proxy settings

MCP Configuration Not Loaded

Symptoms: Settings not applied, Server not connecting

Cause: Configuration file errors or location issues

Solution:

  • Verify JSON syntax in configuration file
  • Check configuration file location and permissions
  • Use absolute paths for server executables
  • Restart IDE after configuration changes

Server Tools Not Available

Symptoms: Continue working but no MCP tools, Limited functionality

Cause: Server connection or protocol issues

Solution:

  • Verify MCP server installation and PATH
  • Test server independently from command line
  • Check server logs for connection errors
  • Ensure server implements MCP protocol correctly

IDE Performance Issues

Symptoms: Slow responses, IDE freezing

Cause: Resource usage or configuration problems

Solution:

  • Check system resources and available memory
  • Reduce number of concurrent MCP servers
  • Update Continue extension to latest version
  • Configure appropriate timeout settings

Actor Critic Thinking not appearing in Continue

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Actor Critic Thinking is integrated with Continue:

  • Explore all Actor Critic Thinking capabilities through Continue
  • Check out other MCP servers that work with Continue
  • 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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Need Help?

Join the MCP community for support and discussions

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