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io.github.lazymac2x/ai-prompt-optimizer

io.github.lazymac2x/ai-prompt-optimizer · v1.0.0

No registry update 90+ days

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2024-11-05
Rank score	—
Declared risk	Not declared (tools carry no read/destructive hints)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 0%

Cloudflare Workers MCP server: ai-prompt-optimizer

streamable-http · https://api.lazy-mac.com/ai-prompt-optimizer/mcp

claude mcp add --transport http ai-prompt-optimizer https://api.lazy-mac.com/ai-prompt-optimizer/mcp

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

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.

Repository · JSON · Text for agents · Registry updated 2026-05-16