AI prompt optimization for 58+ platforms across 7 categories with custom platforms
Connect Runs on your machine
claude mcp add clarifyprompt -e LLM_API_URL=<LLM_API_URL> -e LLM_API_KEY=<LLM_API_KEY> -e LLM_MODEL=<LLM_MODEL> -- npx -y [email protected]
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"LLM_API_URL": "<LLM_API_URL>",
"LLM_API_KEY": "<LLM_API_KEY>",
"LLM_MODEL": "<LLM_MODEL>"
}
}
}
}
{
"mcpServers": {
"clarifyprompt": {
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"LLM_API_URL": "<LLM_API_URL>",
"LLM_API_KEY": "<LLM_API_KEY>",
"LLM_MODEL": "<LLM_MODEL>"
}
}
}
}
{
"servers": {
"clarifyprompt": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"[email protected]"
],
"env": {
"LLM_API_URL": "<LLM_API_URL>",
"LLM_API_KEY": "<LLM_API_KEY>",
"LLM_MODEL": "<LLM_MODEL>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
LLM_API_URLRequired | LLM API endpoint URL (OpenAI-compatible or Anthropic) |
LLM_API_KEYOptional, secret | API key for the LLM provider (not needed for local Ollama) |
LLM_MODELRequired | Model name/ID to use for optimization |
Details
| Package | [email protected] (NPM, stdio) |
| First published | 12 Mar 2026 |
| Last updated | 12 Mar 2026 |
| Registry name | io.github.LumabyteCo/clarifyprompt |
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