Prompt Optimizer MCP Server
Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collaboration, enterprise-grad
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Install Prompt Optimizer MCP server
Install in Claude Code
claude mcp add prompt-optimizer -- npx -y mcp-prompt-optimizerInstall in Cursor
{
"mcpServers": {
"prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"mcp-prompt-optimizer"
]
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).
Install in Claude Desktop
{
"mcpServers": {
"prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"mcp-prompt-optimizer"
]
}
}
}Settings → Developer → Edit Config (claude_desktop_config.json), then restart.
Install in VS Code
{
"servers": {
"prompt-optimizer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"mcp-prompt-optimizer"
]
}
}
}Add to .vscode/mcp.json in your workspace.
Install in Windsurf
{
"mcpServers": {
"prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"mcp-prompt-optimizer"
]
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
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Last commit (default branch)
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Latest release
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Package published
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Registry entry updated
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FAQ
›How do I install the Prompt Optimizer MCP server in Claude Code?
Run: claude mcp add prompt-optimizer -- npx -y mcp-prompt-optimizer. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.
›Does Prompt Optimizer require an API key?
No required environment variables are declared in its published metadata.
›Can I use Prompt Optimizer as a remote (hosted) MCP server?
No hosted endpoint is published; it runs locally over stdio.
›Is Prompt Optimizer in the official MCP registry?
No. It was indexed from npm.