Prompts MCP Server
A prompt management server based on the Model Context Protocol (MCP), supporting the storage, retrieval, and management of prompt templates through Markdown files and YAML metadata.
rating : 2 points
downloads : 1
What is the Prompts MCP Server?
This is a Model Context Protocol (MCP) server specifically designed to manage and provide prompt templates. Users and large language models (LLMs) can easily add, retrieve, and manage prompt templates stored as Markdown files.How to use the Prompts MCP Server?
By installing and configuring the server, you can store prompt templates in Markdown files and access these templates through an MCP client. You can start using it with just a few steps.Applicable scenarios
Suitable for developers, researchers, and AI assistant users who need to frequently use and manage prompt templates. It can improve work efficiency and ensure the consistency of prompts.Main Features
Add PromptYou can store new prompts in Markdown format and support YAML metadata.
Retrieve PromptYou can get the content of a specific prompt by name.
List PromptsYou can view all available prompts and previews of their metadata.
Delete PromptYou can remove prompts that are no longer needed.
File StoragePrompts are stored as Markdown files in the specified directory.
Real-time CachingIt uses in-memory caching and automatically monitors file changes.
YAML MetadataIt supports structured metadata such as titles, descriptions, tags, etc.
TypeScript SupportIt is implemented in TypeScript and provides comprehensive type definitions.
Modular ArchitectureIt has a clear module division, which is easy to maintain and expand.
Test CoverageIt has 95 test cases, and the code coverage reaches 84.53%.
Advantages and Limitations
Advantages
Supports Markdown and YAML metadata, making it easy to manage prompt templates
Provides real-time caching and file monitoring to improve performance
Modular design, easy to maintain and expand
Supports multiple MCP clients, with strong compatibility
Limitations
Requires a certain technical background for configuration
Relies on the Node.js environment to run
May need optimization for large-scale prompt sets
How to Use
Install the Server
Install the Prompts MCP Server globally via NPM.
Configure the MCP Client
Add the server to the MCP client configuration, such as Claude Desktop.
Start the Server
Run the command to start the server.
Use the Tools
Use tools such as add_prompt and get_prompt through the MCP client to operate on prompts.
Usage Examples
Quickly Add a PromptYou can quickly add a prompt without YAML metadata.
Structured Prompt CreationCreate a prompt with detailed metadata for code review.
Manual YAML MetadataAdd a prompt with existing YAML metadata without modifying the original metadata.
Frequently Asked Questions
How to install the Prompts MCP Server?
How to configure the MCP client?
What should I do if the server fails to start?
Where are the prompt files stored?
How to update a prompt?
Related Resources
GitHub Repository
Project source code and documentation
MCP Official Documentation
Official introduction and specifications of the Model Context Protocol (MCP)
MCP Inspector
A tool for debugging and testing MCP servers
TypeScript Official Documentation
Official documentation of the TypeScript programming language
Node.js Official Documentation
Official documentation of the Node.js platform
Featured MCP Services

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
199
4.5 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.8K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
152
4.3 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
890
4.3 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
614
5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
796
4.8 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
333
4.5 points