Prompt Quality Score

v1.1.1Developer Toolsstable

A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, \$0.025 USDC), and compare_models (Claude vs GPT-4o head-to

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What is Prompt Quality Score?

Prompt Quality Score is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to remote mcp server exposing 3 tools via model context protocol: score_prompt (free, grades any llm prompt a-f on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, \$0.025 us...

A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, \$0.025 USDC), and compare_models (Claude vs GPT-4o head-to

This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • A remote MCP server exposing 3 tools via Model Context Proto

Use Cases

Score and grade LLM prompts
Optimize prompts for better results
OnChainAIIntel

Maintainer

LicenseMIT License
Languagetypescript
Versionv1.1.1
UpdatedMay 16, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

NPM

npx -y pqs-mcp-server

Manual Installation

npx -y pqs-mcp-server

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Prompt Quality Score

What is Prompt Quality Score?

Prompt Quality Score is a Model Context Protocol (MCP) server that remote mcp server exposing 3 tools via model context protocol: score_prompt (free, grades any llm prompt a-f on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, \$0.025 usdc), and compare_models (claude vs gpt-4o head-to It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Prompt Quality Score?

Install via npm with the command: npx -y pqs-mcp-server. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).

Which AI clients work with Prompt Quality Score?

Prompt Quality Score works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Prompt Quality Score free to use?

Yes, Prompt Quality Score is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.

Browse More Developer Tools MCP Servers

Explore all developer tools servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "pqs-prompt-quality-score": { "command": "npx", "args": ["-y", "pqs-mcp-server"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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