Skip to main content

DcisionAI MCP Server for Mathematical Optimization

Project description

DcisionAI MCP Server

A Model Context Protocol (MCP) server that provides real mathematical optimization capabilities powered by OR-Tools and AI-driven problem formulation.

Features

  • 6 Core Optimization Tools: Intent classification, data analysis, model building, optimization solving, workflow templates, and end-to-end execution
  • Real Mathematical Optimization: Uses OR-Tools for genuine mathematical solving (not AI generation)
  • AI-Driven Formulation: Leverages Qwen 30B for intelligent problem formulation
  • Industry Workflows: Pre-built templates for manufacturing, healthcare, retail, marketing, financial, logistics, and energy sectors
  • MCP Protocol: Seamless integration with AI development environments like Cursor

Installation

pip install dcisionai-mcp-server

Usage

The server can be run directly:

dcisionai-mcp-server

Or via uvx:

uvx dcisionai-mcp-server

Configuration

Set the following environment variables:

  • AWS_ACCESS_KEY_ID: Your AWS access key for Bedrock access
  • AWS_SECRET_ACCESS_KEY: Your AWS secret key for Bedrock access
  • AWS_REGION: AWS region (default: us-east-1)

Tools

  1. classify_intent: Classify user intent for optimization requests
  2. analyze_data: Analyze and preprocess data for optimization
  3. build_model: Build mathematical optimization model using Qwen 30B
  4. solve_optimization: Solve the optimization problem using OR-Tools
  5. get_workflow_templates: Get available industry workflow templates
  6. execute_workflow: Execute a complete optimization workflow

License

MIT License

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dcisionai_mcp_server-1.0.11.tar.gz (305.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dcisionai_mcp_server-1.0.11-py3-none-any.whl (38.3 kB view details)

Uploaded Python 3

File details

Details for the file dcisionai_mcp_server-1.0.11.tar.gz.

File metadata

  • Download URL: dcisionai_mcp_server-1.0.11.tar.gz
  • Upload date:
  • Size: 305.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.7

File hashes

Hashes for dcisionai_mcp_server-1.0.11.tar.gz
Algorithm Hash digest
SHA256 8dae42268cb5c50ce3d9e3d394b46eaba5ac20e21de11ac6108e481fa62242c1
MD5 d7547bbd1a7d01793658cdc1f854f3d1
BLAKE2b-256 2a45a0d0e7347d7fc8f09f988ad9ccbc7f097154b75d0f87fd465383c85fba32

See more details on using hashes here.

File details

Details for the file dcisionai_mcp_server-1.0.11-py3-none-any.whl.

File metadata

File hashes

Hashes for dcisionai_mcp_server-1.0.11-py3-none-any.whl
Algorithm Hash digest
SHA256 ad6321f22f76274d4d4e585d1261965c3cb0a37899fcf3c6d7909e9407b03541
MD5 b21d8e7bd01c2b45152ca4a88c59fce6
BLAKE2b-256 121d8882b8b163db1becc8a08aecd746dd28dbf20cf194a2a524406c3679b67f

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page