Skip to content

Conversation

@xXMSGXx
Copy link

@xXMSGXx xXMSGXx commented Dec 19, 2025

Description

Adding PromptArchitect MCP Server to the Developer Tools section.

What it does

PromptArchitect is a workspace-aware prompt engineering MCP server that:

  • Analyzes prompts for clarity, specificity, and structure
  • Refines prompts using your project's tech stack, dependencies, and context
  • Generates prompts optimized for different purposes (coding, writing, research, analysis)

Key Features

  • Workspace context awareness - understands your project's package.json, tech stack, and folder structure
  • Cloud-hosted (no API keys needed)
  • Cross-platform support
  • Free to use

Links

Checklist

  • Link points to a valid repository
  • Server is a working MCP implementation
  • Added to appropriate category (Developer Tools)
  • Alphabetically sorted within section

Copilot AI review requested due to automatic review settings December 19, 2025 03:18
Copy link

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

This PR adds the PromptArchitect MCP Server to the Developer Tools section of the README. The server is a workspace-aware prompt engineering tool that analyzes, refines, and generates prompts based on project context including tech stack, dependencies, and folder structure.

Key Changes:

  • Added MerabyLabs/promptarchitect-mcp entry with appropriate icons and description
  • Entry is correctly positioned in alphabetical order within the Developer Tools section

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

- [lpigeon/unitree-go2-mcp-server](https://github.com/lpigeon/unitree-go2-mcp-server) 🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
- [ukkit/memcord](https://github.com/ukkit/memcord) 🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
- [mattjegan/swarmia-mcp](https://github.com/mattjegan/swarmia-mcp) 🐍 🏠 🍎 🐧 - Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes & generates prompts based on your project's tech stack, dependencies & context. Free to use.
Copy link

Copilot AI Dec 19, 2025

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The description uses ampersands (&) instead of spelling out "and". For consistency with other entries in the README that spell out "and" in full sentences, consider replacing the ampersands with "and".

Suggested change
- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes & generates prompts based on your project's tech stack, dependencies & context. Free to use.
- [MerabyLabs/promptarchitect-mcp](https://github.com/MerabyLabs/promptarchitect-mcp) 📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.

Copilot uses AI. Check for mistakes.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant