Dynamic MCP Server

Example Use Cases

• 1

  Create custom AI-powered code review tools tailored to team standards.

• 2

  Build documentation assistants capable of answering codebase questions and generating examples.

• 3

  Implement complex workflows involving multiple AI models or provide CLI front-ends for AI models.

Description

The Dynamic MCP Server is a single executable that can run multiple distinct MCP servers, each defined by a JSON configuration file specifying models, tools, and prompts. It supports integration with AI model CLIs like Claude, Codex, and Gemini, enabling custom workflows, code review agents, documentation assistants, and CLI front-ends. The server supports asynchronous tool execution and customizable logging, providing flexibility and efficiency for AI-powered toolchains.