Prompt Optimizer MCP

Server: user-prompt-optimizer
Workflow stage: P1

Two-round prompt optimization: turn vague requirements into executable specs.

Tool

Tool	Param	Round
promptenhancer	originalPrompt	1: raw requirement → optimization guide
promptenhancer	optimizedPrompt	2: revised prompt → executable final

Order vs P0

• P0 before P1
• Never use P1 instead of P0 when user mentions "knowledge base"

Trigger / Skip

Trigger	Skip
Vague, short, missing constraints	"Just do it" / "don't optimize"
	Single-step task, bug with stack trace, full spec
	Read-only tasks

vs brainstorming

Pick one: vague requirement → promptenhancer; multi-option comparison → brainstorming

Install

npm install -g prompt-ops-mcp

{
  "user-prompt-optimizer": {
    "command": "npx",
    "args": ["prompt-ops-mcp"]
  }
}

Examples

Call promptenhancer with originalPrompt="build a user login feature"

Related

• Workflow · P1