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What is MCP Sequential Thinking?

The Sequential Thinking MCP adds step-by-step reasoning capabilities to any AI model, even those without built-in reasoning modes. We’ve found it particularly powerful for models like Kimi K2, GLM-4.5, and regular versions of other models, though your experience may vary.

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When to Use Sequential Thinking

  • Complex theoretical analysis: Breaking down multi-layered arguments
  • Methodology development: Step-by-step research design
  • Literature synthesis: Systematic comparison of multiple frameworks
  • Problem-solving: When you need to see the AI’s “work”

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How to Access in Cherry Studio

  1. Start a conversation with any model
  2. Click the Tools icon (at bottom of the input box, hover over it will show as “MCP” - click it to open the MCP panel)
  3. Select “Sequential Thinking”
  4. Describe your complex task in detail
  5. Watch the AI think through each step

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Models We’ve Tested

  • Kimi K2: Works exceptionally well with reasoning chains (we use temp 0.6)
  • GLM-4.5: Shows strong systematic thinking capabilities
  • Regular models: Can add reasoning capabilities to models without built-in thinking modes
These are based on our experiments—try different models to see what works best for your research tasks.
  • Even GPT-5/Claude: Can enhance their already strong reasoning

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Example Use Cases

Sequential Thinking MCP Prompt:
"Analyze the theoretical tensions between agency theory and 
stewardship theory in corporate governance literature. 
I need a step-by-step comparison covering:
1. Core assumptions about human behavior
2. Implications for board structure
3. Empirical evidence quality
4. Integration possibilities"
Result: The AI will work through each step methodically, showing its reasoning process and building toward a comprehensive analysis.

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Tips for Effective Sequential Thinking

  • Be specific: Clearly outline the steps you want
  • Set context: Provide relevant background information
  • Use iteratively: Build on previous reasoning steps
  • Combine with high temperature: Often works well with creative settings
  • Document insights: Save reasoning chains for later reference

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How to Install MCP Sequential Thinking

For Cherry Studio, Claude Code, and other MCP clients: Via Smithery (easiest): 
npx -y @smithery/cli install @modelcontextprotocol/server-sequential-thinking --client claude
Or manually add to your MCP config: 
{
  "mcpServers": {
    "sequential-thinking": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-sequential-thinking"]
    }
  }
}
Resources:
See also: Lotus Wisdom MCP for contemplative problem-solving!
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