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Complete Developer Documentation

Everything you need to build powerful AI reasoning applications. From quick start guides to advanced integration patterns, comprehensive API references, and security best practices.

Quick Start

Installation & Setup

Get started with reasoning.services in minutes. Install MCP servers, configure your environment, and connect to your preferred AI provider (Anthropic, OpenAI, AWS Bedrock, or local Ollama).

First Analysis

Run your first multi-perspective analysis in under 5 minutes. Learn how to structure prompts, select perspectives, and interpret results for better decision-making.

Configuration

Configure rate limiting, session management, profiling, and backend selection. Customize perspectives, templates, and analysis styles to match your workflow.

Best Practices

Learn proven patterns for effective analysis. Discover when to use multi-perspective analysis vs structured reflection, how to combine sequential thinking with decision matrices, and tips for extracting actionable insights.

Documentation Categories

Multi-Perspective Analysis

Analyze decisions from technical, business, user, and risk perspectives simultaneously. Learn how to broadcast questions to all viewpoints, synthesize insights across analyses, and add custom domain-specific perspectives.

Structured Reflection

Structured dialogue for complex problems with an AI thinking partner. Explore conversational, analytical, supportive, and challenging reflection styles. Extract insights, mark key moments, and synthesize learnings.

MCP Server Integration

FastMCP 2.0 integration guide covering tool registration, session management, client binding, and error handling. Learn to build custom MCP tools and integrate with Claude Desktop or other MCP clients.

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Security & Privacy

GDPR compliance, PII scrubbing, rate limiting, XSS prevention, and constant-time comparison best practices. Understand our security architecture, data handling, and privacy protections.

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Testing & Quality

Comprehensive testing strategy with 1,600+ tests using Vitest. Learn our testing philosophy, how to write integration tests, accessibility tests, and performance benchmarks for your MCP tools.

Advanced Topics

Deep dive into profiling and performance optimization, circuit breakers, health monitoring, session lifecycle management, convergence detection, and advanced customization patterns.

Resources

GitHub Repository

Explore the source code, report issues, and contribute to the project.Learn more →

Usage Examples

Comprehensive code examples for all 4 MCP services with copy-paste patterns.Learn more →

Community & Support

Get help, share insights, and connect with other reasoning.services users.Learn more →