Retrieval-Augmented Thinking MCP Server

# Retrieval-Augmented Thinking MCP Server An MCP (Model Context Protocol) server implementation that enhances AI model capabilities with structured, retrieval-augmented thinking processes. This server enables dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning and problem-solving. ## Features - **Adaptive Thought Chains**: Maintains coherent reasoning flows with branching and revision capabilities - **Iterative Hypothesis Generation**: Implements validation cycles for hypothesis testing - **Context Coherence**: Preserves context across non-linear reasoning paths - **Dynamic Scope Adjustment**: Supports flexible exploration and refinement - **Quality Assessment**: Real-time evaluation of thought processes - **Branch Management**: Handles parallel exploration paths - **Revision Tracking**: Manages recursive refinement cycles ## Installation ```bash npm install @modelcontextprotocol/server-retrieval-augmented-thinking ``` ## Usage ### Command Line ```bash mcp-server-retrieval-augmented-thinking ``` ### Programmatic Usage ```typescript import { Server } from '@modelcontextprotocol/sdk/server'; import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio'; // Initialize and run the server const server = new Server({ name: 'retrieval-augmented-thinking', version: '0.1.0' }); // Connect transport const transport = new StdioServerTransport(); await server.connect(transport); ``` ## Tool Configuration The server provides a tool with the following parameters: - `thought` (string): Current reasoning step - `thoughtNumber` (number): Position in reasoning chain - `totalThoughts` (number): Estimated scope - `nextThoughtNeeded` (boolean): Chain continuation signal - `isRevision` (boolean, optional): Marks refinement steps - `revisesThought` (number, optional): References target thought - `branchFromThought` (number, optional): Branch origin point - `branchId` (string, optional): Branch identifier - `needsMoreThoughts` (boolean, optional): Scope expansion signal ## Advanced Features ### Thought Chain Analytics The server tracks various metrics for thought chain quality: - Chain effectiveness - Revision impact - Branch success rate - Overall quality - Individual thought metrics (complexity, depth, quality, impact) ### Pattern Recognition Analyzes thought patterns for: - Reasoning structures - Context preservation - Hypothesis validation - Solution coherence ## Development ```bash # Build npm run build # Watch mode npm run watch ``` ## Contributing Contributions welcome! Please read our contributing guidelines and submit pull requests. ## License MIT