Promptibus MCP
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.
How to connect
https://mcp--promptibus.run.tools
tools/list returns the expected tools before relying on them in production.Tools
(7)-
recommend_modelRecommend the best AI model for a task. Returns top 3 models with reasoning, parameters, and links.
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optimize_promptOptimize a prompt for a specific AI model. Applies model-specific syntax, community-tested parameters, and best-practice wording so the prompt produces better results.
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lint_promptLint a prompt against a model's rules. Finds errors like deprecated flags, invalid parameters, or length violations, and suggests fixes.
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compare_modelsCompare 2-5 AI models side-by-side on provider, domain, cost, and capabilities.
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get_parametersGet recommended parameters for a model, including defaults, ranges, and community-tested configs.
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get_model_profileGet a complete model profile: capabilities, syntax guide, parameters, community tips, and related prompts.
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get_pricingGet 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.