MCPLow riskUnclaimed
clarifyprompt
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
LumabyteColumabyteco/clarifyprompt
server.json
{
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.LumabyteCo/clarifyprompt",
"description": "AI prompt optimization for 58+ platforms across 7 categories with custom platforms",
"repository": {
"url": "https://github.com/LumabyteCo/clarifyprompt-mcp",
"source": "github"
},
"version": "1.1.3",
"packages": [
{
"registryType": "npm",
"identifier": "clarifyprompt-mcp",
"version": "1.1.3",
"transport": {
"type": "stdio"
},
"environmentVariables": [
{
"description": "LLM API endpoint URL (OpenAI-compatible or Anthropic)",
"isRequired": true,
"format": "string",
"name": "LLM_API_URL"
},
{
"description": "API key for the LLM provider (not needed for local Ollama)",
"format": "string",
"isSecret": true,
"name": "LLM_API_KEY"
},
{
"description": "Model name/ID to use for optimization",
"isRequired": true,
"format": "string",
"name": "LLM_MODEL"
}
]
}
]
}Permissions
DeclaredDetected
Runs code—
nodeInstalls—
npm:clarifyprompt-mcp@1.1.3Runs install scripts—None
NetworkNoneNone
Needs credentials
LLM_API_KEYLLM_API_KEYOutside the workspace—None
Agent tools—None
Checks
Low risk · Nothing worth a warning was found.
Not reviewed by a person · Checked by rules; the model review is not switched on yet.
Versions
- #11.1.3latestOct 7, 2026
clarifypromptOpen in Codeg