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Promptopia MCP

Promptopia MCP

by lumile

Promptopia MCP

A powerful Model Context Protocol (MCP) server for managing, organizing, and reusing prompt templates with variable substitution and multi-message conversation structures.

Introduction

Promptopia MCP is a comprehensive MCP server that enables AI applications to efficiently manage prompt templates through the Model Context Protocol. The server provides persistent storage for both single-content prompts and sophisticated multi-message conversation templates, complete with automatic variable detection, substitution capabilities, and seamless integration with MCP-compatible AI clients.

Built with TypeScript and designed for scalability, Promptopia MCP transforms how you work with AI prompts by providing a centralized, reusable prompt management system that integrates directly into your AI workflow through the standardized MCP protocol.

Related MCP server: Clarifyprompt-MCP

Why Use This Server?

  • Centralized Prompt Management: Store, organize, and version all your prompt templates in one secure location with filesystem persistence, eliminating scattered prompt files and ensuring consistency across projects.

  • Advanced Multi-Message Support: Create sophisticated conversation templates with role-based message structures (user/assistant) that support both text and image content, enabling complex AI interaction patterns.

  • Intelligent Variable Substitution: Automatically detect variables using {{variable}} syntax and apply dynamic values at runtime, making your prompts flexible and reusable across different contexts and use cases.

  • Seamless MCP Integration: Native MCP protocol support means your prompts automatically become available as first-class resources in Claude Desktop, IDEs, and other MCP-compatible applications without additional configuration.

  • Future-Proof Architecture: Built with extensibility in mind, supporting prompt chains, conditional logic, versioning, and advanced workflow patterns for evolving AI interaction needs.

Features

Core Prompt Management

  • Create and Store Prompts: Add both single-content and multi-message prompts with automatic variable detection

  • Retrieve and List: Access individual prompts by ID or browse all available templates with metadata

  • Update and Delete: Modify existing prompts or remove outdated templates with full CRUD operations

  • Variable Application: Replace template variables with actual values for immediate use

Multi-Message Conversation Support

  • Role-Based Messages: Structure conversations with explicit user and assistant message roles

  • Mixed Content Types: Support for text and image content within the same conversation template

  • Cross-Message Variables: Extract and apply variables across multiple messages in a conversation

  • Format Conversion: Seamlessly convert between single-content and multi-message formats as needed

MCP Protocol Integration

  • Native MCP Prompts: Expose stored prompts as MCP prompts for direct use in compatible applications

  • Tool-Based Access: Complete set of MCP tools for prompt management operations

  • Standardized Communication: Full compliance with MCP protocol specifications for reliable integration

  • Real-Time Variable Resolution: Apply variables through the MCP protocol for dynamic prompt execution

Advanced Capabilities

  • Automatic Variable Detection: Parse {{variable}} patterns from prompt content with intelligent extraction

  • Backward Compatibility: Maintain support for existing single-content prompts while adding new features

  • File System Persistence: Reliable JSON-based storage with organized directory structure

  • Error Handling: Comprehensive error management with informative MCP-compliant error responses

  • Type Safety: Full TypeScript implementation with robust type definitions and validation

Planned Features

  • Conditional Logic: Add branching and conditional execution to prompt templates

  • Version Control: Track changes and maintain prompt history with rollback capabilities

  • Search and Tagging: Organize prompts with metadata and full-text search functionality

  • Import/Export: Backup and share prompt collections across different environments

Installation

Installing via Smithery

To install Promptopia for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @lumile/promptopia-mcp --client claude

Add this configuration to your Claude Desktop config file:

{
  "mcpServers": {
    "promptopia-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "promptopia-mcp"
      ],
      "env": {
        "PROMPTS_DIR": "<YOUR_PROMPTS_DIR>"
      }
    }
  }
}

Option 2: Local Installation

  1. Clone the repository

  2. Install dependencies:

npm install
  1. Build the server:

npm run build
  1. Add this configuration to your Claude Desktop config:

{
  "mcpServers": {
    "promptopia-mcp": {
      "command": "node",
      "args": [
        "/path/to/promptopia-mcp/build/index.js"
      ],
      "env": {
        "PROMPTS_DIR": "<YOUR_PROMPTS_DIR>"
      }
    }
  }
}

Debugging

Since MCP servers communicate over stdio, debugging can be challenging. We recommend using the MCP Inspector, which is available as a package script:

npm run inspector

The Inspector will provide a URL to access debugging tools in your browser.

Contributing

Contributions are extremely welcome! Please open a PR with new MCP servers or any other improvements to the codebase.

License

This project is licensed under the MIT License - see the LICENSE.md file for details.


Available Tools

7 tools
add_multi_message_promptC

Adds a new multi-message prompt with role-based messages

Inputs: name (required), messages (required), description.

add_promptC

Adds a new prompt to the system (single content format)

Inputs: name (required), content (required), description.

apply_promptC

Applies variables to a template prompt and returns the result

Inputs: id (required), variables (required).

delete_promptC

Deletes a prompt by its ID

Inputs: id (required).

get_promptB

Gets a prompt by its ID

Inputs: id (required).

list_promptsB

Lists all available prompts

Inputs: no named parameters.

update_promptC

Updates an existing prompt (supports both single content and multi-message formats)

Inputs: id (required), name, description, messages.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.6/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: add_multi_message_prompt and add_prompt handle different prompt creation formats, while apply_prompt, delete_prompt, get_prompt, list_prompts, and update_prompt cover specific CRUD operations. There is no overlap or ambiguity between tools.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern (e.g., add_prompt, delete_prompt, list_prompts) with clear, descriptive names. The naming is uniform throughout, making it easy to understand each tool's function at a glance.

    Tool Count5/5

    With 7 tools, the server is well-scoped for managing prompts, covering creation (in two formats), retrieval, listing, updating, deletion, and application. This count is appropriate, providing comprehensive functionality without being overwhelming.

    Completeness5/5

    The tool set offers complete CRUD coverage for prompts, including both single-content and multi-message formats, along with an apply_prompt tool for variable substitution. There are no obvious gaps, enabling full lifecycle management of prompts.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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