# Optimization

> Browse 8 items tagged with Optimization.

## Items

- [Optuna MCP](https://mcpserver.ever.works/items/optuna-mcp) — Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna. Supports home, Linux, and Apple platforms.
- [SegmentStream MCP](https://mcpserver.ever.works/items/segmentstream-mcp) — MCP server providing AI with a full measurement engine including cross-channel attribution, incrementality testing, budget optimization, and campaign execution across 30+ ad platforms and CRM systems. It offers read-write capabilities grounded in independent measurement data, enabling agentic AI marketing analysis.
- [mcp-ortools](https://mcpserver.ever.works/items/mcp-ortools) — Model Context Protocol server implementation using Google OR-Tools for constraint solving, enabling AI assistants to formulate and solve operations research problems through natural language.
- [Constraint Optimization MCP Server](https://mcpserver.ever.works/items/constraint-optimization-mcp-server) — Model Context Protocol (MCP) server for constraint optimization and solving. Provides AI assistants with tools to formulate and solve constraint satisfaction problems, optimization tasks, and mathematical modeling through MCP.
- [Enhance Prompt](https://mcpserver.ever.works/items/enhance-prompt) — MCP service for enhancing prompts, improving the quality and effectiveness of inputs to AI models. Helps transform basic prompts into more structured and effective versions.
- [Optuna](https://mcpserver.ever.works/items/optuna) — Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna optimization framework for machine learning.
- [python-mcp](https://mcpserver.ever.works/items/python-mcp) — A Python MCP mainly used to load relevant Python context efficiently with minimum tool calls, optimizing context loading for AI assistants through MCP.
- [Image Compression MCP](https://mcpserver.ever.works/items/image-compression-mcp) — High-performance image compression microservice based on MCP with smart compression that automatically selects optimal parameters, batch processing, and customizable quality control.

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