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Promptibus MCP

AI & Memory Remote ★ 5,236 7 tools

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.

Connect

MCP endpoint

https://mcp--promptibus.run.tools

How to connect

Smithery (hosted)

1. Open https://smithery.ai/servers/promptibus/mcp
2. Click Connect and complete OAuth in your MCP client (Claude, Cursor, VS Code, etc.)
3. MCP endpoint: https://mcp--promptibus.run.tools

Tools (7)

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.