SDOF MCP - Structured Decision Optimization Framework

by tgf-between-your-legs

303 downloads

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Developer Tools

About

Structured Decision Optimization Framework (SDOF) MCP Server - Next-generation knowledge management with 5-phase optimization workflow

Details

Author: tgf-between-your-legs
Downloads: 303
Categories: Developer Tools

- 5‑phase optimization workflow (Exploration, Analysis, Implementation, Evaluation, Integration)
- Vector embeddings with OpenAI for semantic search
- Persistent storage with MongoDB/SQLite and vector indexing
- Prompt caching optimized for LLM efficiency
- Schema validation for structured content types
- Multi‑interface: MCP tools and HTTP API (port 3000)

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name SDOF MCP - Structured Decision Optimization Framework

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

From the repository

Clone the repository, install dependencies with npm install, build with npm run build, set the OPENAI_API_KEY environment variable, and start the server with npm start. Then configure your MCP‑compatible client (e.g., Claude Desktop) to use the server with the stdio transport and the store_sdof_plan tool. Optionally, set environment variables like EMBEDDING_MODEL, HTTP_PORT, or MONGODB_URI.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "sdof mcp - structured decision optimization framework": {
            "sdof-mcp": {
                "command": "node",
                "args": [
                    "build/test-unified-system.js"
                ]
            }
        }
    }
}

McpServers

{
    "sdof-mcp": {
        "command": "node",
        "args": [
            "build/test-unified-system.js"
        ]
    }
}

SDOF MCP - Structured Decision Optimization Framework

> Next-generation knowledge management system with 5-phase optimization workflow

The Structured Decision Optimization Framework (SDOF) Knowledge Base is a Model Context Protocol (MCP) server that provides persistent memory and context management for AI systems through a structured 5-phase optimization workflow.

🚀 Quick Start

Prerequisites

- Node.js 18+ - OpenAI API Key (for embeddings) - MCP-compatible client (Claude Desktop, etc.)

Installation

```bash

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Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

SDOF MCP - Structured Decision Optimization Framework

🚀 Quick Start

Prerequisites

Installation

Install

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