vasayxtx/mcp-prompt-engine

Overview

MCP Prompt Engine is a Go-based tool that provides a prompt engineering interface through the Model Context Protocol. It allows developers to manage and serve prompts to AI models using a standardized protocol.

Best for

Best for
Developers exploring MCP-based prompt serving in Go projects

Use cases

• Serve curated prompts to AI models via MCP
• Manage prompt templates in a Go environment
• Integrate prompt engineering into MCP-compatible workflows

How to use

Install

go install github.com/vasayxtx/mcp-prompt-engine@latest

Tools exposed

• go
• docker
• make

Tested with

Claude Code, Claude Desktop, Gemini CLI, VSCode with Copilot

Notes

MCP Prompt Engine is a Go-based tool that provides a prompt engineering interface through the Model Context Protocol. It allows developers to manage and serve prompts to AI models using a standardized protocol.

17 stars on GitHub. Last updated 2026-03-30. Licensed MIT.

Use cases

• Serve curated prompts to AI models via MCP
• Manage prompt templates in a Go environment
• Integrate prompt engineering into MCP-compatible workflows

Pros

• Lightweight Go implementation with minimal dependencies
• Follows the MCP standard for interoperability
• Simple codebase suitable for learning or extending

Cons

• Very low community adoption with only 17 stars
• Limited documentation and examples available
• Narrow focus may not suit general prompt management needs

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.