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MCP tools

Skill Recommendation

Recommends the skill from the Beckmann Skill Registry that best fits the user’s goal — semantically ranked.

Describe what you want to achieve — the tool ranks all skills in the Beckmann Skill Registry semantically (via embeddings, with a lexical fallback) and returns the top hits with a short rationale, GitHub stars, health and security check.

Ideal when you are not looking for a skill by name but for the right one for a concrete goal — “summarize a YouTube video” or “review my code systematically”.

What it does

  • Semantic matching to the goal, not just keywords
  • Top recommendations with a match score
  • With a health and security note per suggestion
  • Direct link to the GitHub repo and the detail page