What are MCP prompts?

User-triggered workflows that run fixed server-side steps, like sales reports, bypassing LLM sequencing flaws.

How do MCP resources differ from tools?

Resources are app-injected context (schemas, configs); tools are model-called actions. Apps decide injection timing.

Yes—for governed enterprise flows. Thin servers over internal systems. Scales like HTTP.

🚀 New Releases

Your AI just hallucinated a 340% sales surge. Reality? A nosedive. MCP prompts and resources stop that cold.

theAIcatchup Apr 10, 2026 3 min read

MCP prompts fix LLM workflow errors by making sequences user-controlled and compute server-side. 𝕏
Resources provide app-managed context, cutting token bloat and boosting relevance. 𝕏
Use tools for ad-hoc, prompts for repeats, resources for smarts—MCP's taxonomy scales enterprise AI. 𝕏

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#AI prompts #AI workflows #LLM tools #MCP #Model Context Protocol #llm-workflows #prompts #resources

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Originally reported by dev.to