Dynamic problem-solving through thought sequences
## Sequential Thinking MCP Server: Step-by-Step Reasoning The **Sequential Thinking MCP Server** enhances Google Antigravity with structured reasoning capabilities. This integration implements chain-of-thought prompting and step-by-step problem solving for complex tasks requiring careful analysis. ### Why Sequential Thinking MCP? Structured reasoning improves AI: - **Chain of Thought**: Break down complex problems - **Step Verification**: Validate each reasoning step - **Transparency**: See the thinking process - **Error Detection**: Catch logical mistakes - **Better Outputs**: More accurate final answers ### Key Features #### 1. Step-by-Step Reasoning ```python from sequential_thinking import ThinkingEngine engine = ThinkingEngine() result = engine.solve( problem="Design a caching strategy for a high-traffic API", steps=[ "Identify performance bottlenecks", "Analyze data access patterns", "Choose caching layer (Redis, Memcached)", "Design cache invalidation strategy", "Plan implementation approach" ] ) for step in result.steps: print(f"Step {step.number}: {step.title}") print(f"Reasoning: {step.content}") ``` #### 2. Automatic Decomposition ```python # Let AI decompose the problem result = engine.solve_with_decomposition( problem="Migrate monolith to microservices", max_steps=10 ) print(f"Decomposed into {len(result.steps)} steps") ``` #### 3. Verification ```python # Verify reasoning chain verification = engine.verify( problem=problem, solution=proposed_solution ) if verification.issues: for issue in verification.issues: print(f"Issue at step {issue.step}: {issue.description}") ``` ### Configuration ```json { "mcpServers": { "sequential-thinking": { "command": "npx", "args": ["-y", "@anthropic/mcp-sequential-thinking"], "env": { "THINKING_MODEL": "gpt-4-turbo", "MAX_STEPS": "15" } } } } ``` ### Use Cases **Architecture Design**: Break down complex design decisions. **Debugging**: Systematically trace through issues. **Code Review**: Structured analysis of code changes. The Sequential Thinking MCP Server brings methodical reasoning to Antigravity.
{
"mcpServers": {
"sequential-thinking": {
"mcpServers": {
"sequential-thinking": {
"args": [
"-y",
"@modelcontextprotocol/server-sequential-thinking"
],
"command": "npx"
}
}
}
}
}