Developer · Local MCP server

Claude Prompt Optimizer

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

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.rishiatlan/claude-prompt-optimizer
Version
2.2.2
Status
Active
Category
developer
Transport
stdio (local process)
Package
npm
Published
2026-02-27
Updated
2026-02-27
Publisher
rishiatlan (GitHub)
Namespace
Namespace verified by the MCP Registry via GitHub (github.com/rishiatlan) · how
Repository
github.com/rishiatlan/Claude-Prompt-Optimizer-MCP
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
npmclaude-prompt-optimizer-mcp2.2.2stdioPROMPT_OPTIMIZER_PRO, PROMPT_OPTIMIZER_LOG_LEVEL

How to connect Claude Prompt Optimizer

Claude Prompt Optimizer runs locally from a Node.js package published to the npm registry: claude-prompt-optimizer-mcp version 2.2.2. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Node.js; clients usually start it with npx - the usual command is npx -y claude-prompt-optimizer-mcp@2.2.2. It reads these environment variables: PROMPT_OPTIMIZER_PRO and PROMPT_OPTIMIZER_LOG_LEVEL; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "claude-prompt-optimizer": {
      "command": "npx",
      "args": [
        "-y",
        "claude-prompt-optimizer-mcp@2.2.2"
      ],
      "env": {
        "PROMPT_OPTIMIZER_PRO": "<value>",
        "PROMPT_OPTIMIZER_LOG_LEVEL": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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