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Retrieval-Augmented Thinking MCP Server

by stat-guy
# RAT MCP Server (Node.js) Retrieval Augmented Thinking MCP Server - A reasoning tool that processes structured thoughts with metrics, branching, and revision capabilities. ## Installation ### Simple 3-Step Process ```bash git clone https://github.com/stat-guy/retrieval-augmented-thinking.git cd retrieval-augmented-thinking npm install -g . ``` ### Verify Installation Test that the installation worked: ```bash npx mcp-server-rat-node --help ``` **Success indicator:** If you see `RAT MCP Server (Node.js) running on stdio`, your installation is ready! ## Claude Desktop Configuration Add to your Claude Desktop configuration file: **macOS**: `~/Library/Application Support/Claude/claude_desktop_config.json` **Windows**: `%APPDATA%/Claude/claude_desktop_config.json` ```json { "mcpServers": { "retrieval-augmented-thinking": { "command": "npx", "args": ["mcp-server-rat-node"] } } } ``` After adding the configuration, restart Claude Desktop to load the RAT server. ## Usage The server provides a single `rat` tool for processing structured thoughts: ```javascript // Basic usage { "thought": "I need to analyze this problem step by step...", "nextThoughtNeeded": true, "thoughtNumber": 1, "totalThoughts": 3 } // With revision { "thought": "Let me reconsider my previous analysis...", "nextThoughtNeeded": false, "thoughtNumber": 2, "totalThoughts": 3, "isRevision": true, "revisesThought": 1 } // With branching { "thought": "Alternative approach: what if we consider...", "nextThoughtNeeded": true, "thoughtNumber": 2, "totalThoughts": 4, "branchFromThought": 1, "branchId": "alt-path-1" } ``` ## Tool Parameters ### Required - `thought` (string): The thought content to process - `nextThoughtNeeded` (boolean): Whether another thought is needed to continue - `thoughtNumber` (integer): Current thought number in the sequence - `totalThoughts` (integer): Total expected thoughts (adjustable) ### Optional - `isRevision` (boolean): Whether this revises a previous thought - `revisesThought` (integer): The thought number being revised - `branchFromThought` (integer): Thought number to branch from - `branchId` (string): Unique identifier for this branch - `needsMoreThoughts` (boolean): Extend beyond totalThoughts if needed ## Response Format ```json { "thought_number": 1, "total_thoughts": 3, "metrics": { "complexity": 0.342, "depth": 0.521, "quality": 0.643, "impact": 0.289, "confidence": 0.758 }, "analytics": { "total_thoughts": 5, "average_quality": 0.612, "chain_effectiveness": 0.145 }, "next_thought_needed": true, "visual_output": "┌─ 💭 Thought 1/3 ─────────────────┐\\n│ Analysis shows clear patterns... │\\n├─ Metrics ──────────────────────┤\\n│ Quality: 0.64 | Impact: 0.29... │\\n└─────────────────────────────────┘" } ``` ## Troubleshooting ### If Installation Fails The installation process includes automatic permission fixes. If you encounter issues: 1. **Ensure you have Node.js and npm installed** 2. **Try the alternative installation method:** ```bash npm install -g git+https://github.com/stat-guy/retrieval-augmented-thinking.git ``` 3. **For rare permission issues:** ```bash chmod +x $(npm bin -g)/mcp-server-rat-node ``` ### Verification Steps Before configuring Claude Desktop, always verify: ```bash npx mcp-server-rat-node --help ``` If this shows "RAT MCP Server (Node.js) running on stdio", you're ready to configure Claude Desktop. ## Testing Run the test suite: ```bash npm test ``` Test tool execution: ```bash node test-tool.js ``` ## License This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

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