beginner⏱️ 10-20 minutes📅 Updated June 2026

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

Actor Critic Thinking + JetBrains AI Assistant: Complete MCP Integration

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

When integrated with JetBrains AI Assistant, 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 JetBrains AI Assistant, 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 JetBrains AI Assistant
  • 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
  • JetBrains AI Assistant installed and configured
  • Compatible operating system (Windows, macOS, Linux)

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 JetBrains AI Assistant

  1. Locate your configuration file:

    • Windows: Settings > Tools > AI Assistant > Model Context Protocol (MCP)
    • macOS: Preferences > Tools > AI Assistant > Model Context Protocol (MCP)
    • Linux: Settings > Tools > AI Assistant > Model Context Protocol (MCP)
  2. Add server configuration:

{
  "mcpServers": {
    "actor-critic-thinking": {
      "command": "npx",
      "args": ["-y", "actor-critic-thinking"],
      "env": {
        
      }
    }
  }
}

  1. Restart JetBrains AI Assistant

Completely quit and restart JetBrains AI Assistant to load the new configuration.

Examples

Once configured, you can use Actor Critic Thinking in JetBrains AI Assistant:

Product Name Evaluation

Analyze effectiveness of noise-canceling headphone product name

Ask JetBrains AI Assistant: "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 JetBrains AI Assistant: "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 JetBrains AI Assistant: "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 JetBrains AI Assistant: "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. Start a new conversation in JetBrains AI Assistant
  2. Ask JetBrains AI Assistant to list available tools
  3. Try using Actor Critic Thinking functionality

Test prompts:

  • "Type / and look for Actor Critic Thinking tools in the command list"
  • "Ask AI Assistant to use Actor Critic Thinking for a specific task"
  • "Check the MCP settings page for connection status indicator"

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

MCP Server Not Connecting

Symptoms: Server status shows disconnected, Tools not appearing in chat, Connection timeout

Cause: Server configuration incorrect or server not starting

Solution:

  • Verify server command is correct and executable
  • Check environment variables are set properly
  • View MCP logs: Help > Show Log in Explorer > mcp folder
  • Test server command in terminal manually

Remote Server Not Supported

Symptoms: HTTP server not connecting, SSE transport errors

Cause: AI Assistant only supports stdio transport for client connections

Solution:

  • Use mcp-remote proxy for remote servers
  • Configuration: npx -y mcp-remote@latest https://server-url/endpoint
  • This wraps HTTP/SSE in stdio transport

Import from Claude Not Working

Symptoms: No servers imported, Configuration empty after import

Cause: Claude Desktop config file not found or in unexpected location

Solution:

  • Verify Claude Desktop is installed
  • Check config exists at ~/Library/Application Support/Claude/claude_desktop_config.json (macOS)
  • Or %APPDATA%/Claude/claude_desktop_config.json (Windows)
  • Manually copy configuration if auto-import fails

External Client Cannot Connect to IDE Server

Symptoms: Client shows MCP server unavailable, Connection refused

Cause: IDE MCP server not enabled or client not configured

Solution:

  • Enable MCP Server in Settings > Tools > MCP Server
  • Use Auto-Configure for supported clients
  • Restart both IDE and external client
  • Check firewall allows local connections

Brave Mode Commands Not Running

Symptoms: Terminal commands require confirmation, Workflow interrupted by prompts

Cause: Brave mode not enabled

Solution:

  • Enable in Settings > Tools > MCP Server
  • Check "Run shell commands without confirmation (brave mode)"
  • Use with caution - commands run without confirmation

Actor Critic Thinking not appearing in JetBrains AI Assistant

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

  • Verify configuration syntax
  • Check Actor Critic Thinking installation
  • Restart JetBrains AI Assistant
  • Check logs for error messages

Next Steps

Now that Actor Critic Thinking is integrated with JetBrains AI Assistant:

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

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Related Resources

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Actor Critic Thinking + JetBrains AI Assistant: MCP Setup Guide (2026)