Promptibus MCP
Model intelligence for AI agents — syntax, parameters, pricing, and routing for 67+ generative AI models (Midjourney, Flux, Suno, Runway, DALL-E, Stable…
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What it can do
- Recommend Model: Recommend the best AI model for a task. Returns top 3 models with reasoning, parameters, and links.
- Optimize Prompt: Optimize a prompt for a specific AI model. Applies model-specific syntax, community-tested parameters, and best-practice wording so the prompt produces better results.
- Lint Prompt: Lint a prompt against a model's rules. Finds errors like deprecated flags, invalid parameters, or length violations, and suggests fixes.
What data it sees
Do you need an account
No: the server works without sign-in
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 for any MCP client.
Server tool list (7)
Raw names from tools/list. Only developers need these.
| recommend_model | Recommend the best AI model for a task. Returns top 3 models with reasoning, parameters, and links. |
| optimize_prompt | Optimize a prompt for a specific AI model. Applies model-specific syntax, community-tested parameters, and best-practice wording so the prompt produces better results. |
| lint_prompt | Lint a prompt against a model's rules. Finds errors like deprecated flags, invalid parameters, or length violations, and suggests fixes. |
| compare_models | Compare 2-5 AI models side-by-side on provider, domain, cost, and capabilities. |
| get_parameters | Get recommended parameters for a model, including defaults, ranges, and community-tested configs. |
| get_model_profile | Get a complete model profile: capabilities, syntax guide, parameters, community tips, and related prompts. |
| get_pricing | Get real-world USD pricing for an AI model, a whole domain, or a planned generation volume. Returns per-unit cost, subscription plans, cheaper alternatives, and total-cost estimates. |