# Claude Prompt Optimizer

Scores, compiles & optimizes prompts for any LLM\. Zero AI calls inside\. Freemium\.

Canonical: https://claudelist.com/listings/mcp-reg-io-github-rishiatlan-claude-prompt-optimizer-6180e52c56

Category: MCP Servers

Source: community · rishiatlan

Source checked: 2026-10-14

Website: https://www.claudemcp.org/mcp/registry/io-github-rishiatlan-claude-prompt-optimizer-6180e52c5678.html

Publisher description: Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.

## Install or set up

1. Review the publisher repository and npm package `claude-prompt-optimizer-mcp@2.2.2` before running it. The MCP Registry declares this package as a stdio server.
2. Install Node.js, then run the command below in your Claude Code project. Check the publisher README for any account or configuration requirements.
3. Restart Claude Code and use `/mcp` to confirm the connection and review its tools and permissions.

```sh
claude mcp add mcp-io-github-rishiatlan-claude-prompt-optimiz-6180e5 -- npx -y claude-prompt-optimizer-mcp@2.2.2
```

Installation guide: https://github.com/rishiatlan/Claude-Prompt-Optimizer-MCP