Ai Prompt Optimizer

Last 30 days

Uptime

100%

Response time

65 ms typical, 65 ms slowest 5%

Last check

9 h ago

Next check

any minute now

How to call it

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "ai-prompt-optimizer": {
      "type": "http",
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}

5 tools

• optimize_prompt

  Optimize a prompt by removing filler words, compressing verbosity, and returning token savings.

• analyze_prompt

  Analyze a prompt for clarity score, filler patterns, ambiguity, and improvement suggestions.

• estimate_tokens

  Estimate token count of a prompt or batch of texts.

• compare_prompts

  Compare two prompts. Returns winner by clarity score and token delta.

• health_check

  Check API health.

Security scan

• No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks