Vertex

About

Vertex is a robust Model Context Protocol (MCP) server engineered to equip AI agents with advanced, deterministic solvers for a wide spectrum of Operations Research problems. It offers extensive capabilities for Linear Programming, Mixed-Integer Programming, and includes pre-built domain templates for common challenges like production planning, diet optimization, and portfolio management. With its ability to process natural language prompts for problem formulation and scalable deployment options via Docker and Kubernetes, Vertex streamlines complex decision-making processes, integrating seamlessly with AI frameworks like Claude, Vercel AI SDK, LangChain, and CrewAI.

Key Features

• Pre-built Domain Templates for common OR problems (e.g., production, diet, portfolio)
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• Linear Programming for objective and constraint optimization
• Natural Language Support for problem formulation from descriptions
• Scalable Deployment options via stateless HTTP transport for Docker/Kubernetes
• Mixed-Integer Programming to handle discrete decisions

Use Cases

• Formulating and analyzing various optimization scenarios, including linear programs, integer programs, and network flow problems, from natural language descriptions.
• Solving sophisticated operational problems in supply chain design, resource allocation, and workforce scheduling.
• Empowering AI agents and large language models (LLMs) with deterministic optimization capabilities for complex decision-making.