SAGE: Simple AI Guidance Engine - Multi-provider AI assistant MCP server with intelligent mode selection and smart file handling
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# 🧙 SAGE-MCP: Simple AI Guidance Engine for Claude [](https://github.com/david-strejc/sage-mcp/releases) [](LICENSE) [](https://claude.ai) [](https://www.python.org) > **Universal AI assistant MCP server with intelligent mode selection, conversation continuity, and smart file handling** SAGE-MCP transforms Claude into a multi-talented development assistant that adapts to your needs. Whether you're debugging code, planning architecture, writing tests, or having a technical discussion, SAGE automatically selects the right approach and model for optimal results. ## ✨ Key Features ### 🎯 **Intelligent Mode System** - **chat** - Natural conversations with context awareness - **analyze** - Deep code analysis and pattern recognition - **review** - Comprehensive code reviews with actionable feedback - **debug** - Systematic debugging and root cause analysis - **plan** - Strategic project planning and architecture design - **test** - Test generation with coverage analysis - **refactor** - Code improvement and modernization - **think** - Deep reasoning with adjustable thinking depth ### 🔄 **Conversation Continuity** - Seamless multi-turn conversations across different modes - Automatic context preservation between tool calls - Smart file deduplication - never re-read the same files - Thread-based memory system for long-running tasks ### 🤖 **Smart Model Selection** - **Auto mode** - Intelligent model selection based on task complexity - Support for multiple providers: OpenAI, Anthropic, Google, OpenRouter - Model restrictions via environment variables for cost control - Thinking depth control: minimal (0.5%), low (8%), medium (33%), high (67%), max (100%) ### 📁 **Intelligent File Handling** - **embedded** - Full file con…
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