SERVER

Claude Prompt Optimizer

Rank #12,790

io.github.rishiatlan/claude-prompt-optimizer

MCP server providing claude-prompt-optimizer capabilities

2 versions

2 GitHub stars

by rishiatlan (1 servers)View repository ↗Claim this server

First listed

Feb 25, 2026

Last publish date

Feb 27, 2026

OVERVIEW

Claude Prompt Optimizer is a Model Context Protocol (MCP) server published by rishiatlan. It ranks #12,790 of 132,046 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Claude Prompt Optimizer is listed across 3 registries — Official MCP, PulseMCP and Glama, with 2 tracked versions. It was first listed on Feb 25, 2026 and most recently updated on Feb 27, 2026.

STANDING

#12,790of 132,046 tracked serversTop 10%

Ranks ahead of 119,256 of 132,046 servers on MCP Toplist.

CONNECT

Use Claude Prompt Optimizer

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

npm package

claude mcp add claude-prompt-optimizer -e "PROMPT_OPTIMIZER_PRO=<your PROMPT_OPTIMIZER_PRO>" -e "PROMPT_OPTIMIZER_LOG_LEVEL=<your PROMPT_OPTIMIZER_LOG_LEVEL>" -- npx -y claude-prompt-optimizer-mcp

Replace each placeholder with your own value before saving.

npm package

[mcp_servers.claude-prompt-optimizer]
command = "npx"
args = ["-y", "claude-prompt-optimizer-mcp"]

[mcp_servers.claude-prompt-optimizer.env]
PROMPT_OPTIMIZER_PRO = "<your PROMPT_OPTIMIZER_PRO>"
PROMPT_OPTIMIZER_LOG_LEVEL = "<your PROMPT_OPTIMIZER_LOG_LEVEL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "servers": {
    "claude-prompt-optimizer": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "claude-prompt-optimizer-mcp"
      ],
      "env": {
        "PROMPT_OPTIMIZER_PRO": "<your PROMPT_OPTIMIZER_PRO>",
        "PROMPT_OPTIMIZER_LOG_LEVEL": "<your PROMPT_OPTIMIZER_LOG_LEVEL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

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

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

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

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.rishiatlan%2Fclaude-prompt-optimizer.svg)](https://mcptoplist.com/server/io.github.rishiatlan%2Fclaude-prompt-optimizer)

HTML

<a href="https://mcptoplist.com/server/io.github.rishiatlan%2Fclaude-prompt-optimizer"><img src="https://mcptoplist.com/badge/io.github.rishiatlan%2Fclaude-prompt-optimizer.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 3 registries

Official MCP

PulseMCP

Glama

ORGANIZATION

rishiatlan

Organization

rishiatlan

Servers in org

Versions across org

VERSIONS

Available versions (2)

Version	Published
2.2.2	Feb 27, 2026
0.1.0	Nov 25, 2024

FAQ

Frequently asked questions

Who maintains Claude Prompt Optimizer?: Claude Prompt Optimizer is maintained by rishiatlan, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Claude Prompt Optimizer listed on the Official MCP Registry?: Yes — Claude Prompt Optimizer is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does Claude Prompt Optimizer have?: MCP Toplist tracks 2 versions of Claude Prompt Optimizer, most recently published on Feb 27, 2026.
Where can I find the source code for Claude Prompt Optimizer?: The source code for Claude Prompt Optimizer is hosted at github.com/rishiatlan/Claude-Prompt-Optimizer-MCP.

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