Magenie33 Quality Dimension Generator
This server helps you turn fuzzy task descriptions into concrete quality evaluation rubrics. It exposes two main operations: generate_task_analysis_prompt breaks down what you're trying to accomplish, then generate_quality_dimensions_prompt produces a structured JSON with 5 scoring dimensions, each with 10/8/6 point criteria and an overall target score. You'd reach for this when you need objective standards before starting work, whether that's writing documentation, building features, or creating content. The output gives you specific benchmarks to hit rather than subjective "good enough" judgments. It's essentially a quality framework generator that frontloads the evaluation criteria so you know what success looks like before you start.
- tools
- 2
- auth
- Secret needed
- transport
- HTTP
- last updated
- Sep 20, 2025
Tools
2 toolsPublic tool metadata for what this MCP can expose to an agent.
generate_task_analysis_promptGenerates a task analysis prompt from a user message to understand what needs to be accomplished.
Generates a task analysis prompt from a user message to understand what needs to be accomplished.
No parameter schema in public metadata yet.
generate_quality_dimensions_promptGenerates quality evaluation criteria with target scores from the task analysis JSON.
Generates quality evaluation criteria with target scores from the task analysis JSON.
No parameter schema in public metadata yet.
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Quality Dimension Generator
An MCP server that generates quality evaluation standards for any task. Transform vague requirements into precise, measurable quality criteria with AI-powered analysis, ultimately improving your final work quality.
🎯 What It Does
- 📊 Analyzes your tasks - Understand what needs to be accomplished
- 🎯 Creates evaluation standards - Generate specific quality dimensions with scoring criteria
- 📈 Sets target scores - Define expected quality levels (e.g., 8/10)
- ✅ Guides execution - Help you complete tasks with clear quality standards
🚀 Quick Start
Installation
Install from the Smithery AI Model Context Protocol Registry:
🔗 Get Quality Dimension Generator on Smithery
Basic Usage
Details
- Repository
- github.com/magenie33/quality-dimension-generator
- Category
- Productivity & Office
- Transport
- HTTP
- Auth
- Required
- Registry
- MCP registry, active
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