Model intelligence for AI agents — syntax, parameters, pricing, and routing for 67+ generative AI models (Midjourney, Flux, Suno, Runway, DALL-E, Stable Diffusion). 7 tools that let any MCP client recommend, compare, optimize, and price AI model calls.
Overview
Promptibus MCP
Model intelligence for AI agents. Your AI agent can write Python, but it doesn't know that Midjourney V7 deprecated --v 5, that Flux 2 Pro wants guidance_scale: 3.5 for photography, or how much 500 DALL-E 3 images will cost. This server fills that gap.
7 tools
- recommend_model — task-to-model matching with reasoning + parameters
- optimize_prompt — model-specific prompt rewriting
- lint_prompt — flags deprecated flags and parameter violations
- compare_models — side-by-side capability + pricing comparison
- get_parameters — recommended params per model and task type
- get_model_profile — full capability sheet with community tips
- get_pricing — USD pricing with volume estimates
Three install paths
One-click via Smithery (easiest)
Visit https://smithery.ai/server/@promptibus/mcp and pick your client.
Remote HTTP (zero install)
{
"mcpServers": {
"promptibus": {
"url": "https://promptibus.com/api/mcp"
}
}
}
Server Config
{
"mcpServers": {
"promptibus": {
"url": "https://promptibus.com/api/mcp"
}
}
}