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Skill finder MCP · Alyn MCP · free

A skill finder MCP that answers in plain words.

Ask for a task, not a skill name. The skill finder in Alyn MCP reads your request, matches it against thousands of skills and returns the few that fit best, with the reason and the install command.

https://alyn-skills.lovable.app/mcp
Example session in Claude Code

You

Make our pricing page look less AI-generated.
alyn-mcp · find_skills task: “make the pricing page look less AI-generated”

Alyn MCP suggests

  1. 1. unslop · turns AI-looking UI into a designed interface
  2. 2. impeccable · design vocabulary: polish, critique, audit
  3. 3. hallmark · the design skill that ends AI slop
alyn-mcp · load_skill slug: unslop

Claude

Using unslop. Audit first: 3 purple gradients, emoji labels, uneven spacing. Fixing spacing, color, icons and copy in that order.

Set up the skill finder MCP in 30 seconds.

claude mcp add --transport http alyn-mcp https://alyn-skills.lovable.app/mcp

Run once in your terminal. Add --scope user to use it in every project.

Search by task, not by name

“Make the pricing page look less AI-generated” finds design skills like unslop. “Write a changelog from git history” finds documentation skills. The skill finder MCP understands intent and category, not only keywords.

Ranked by quality

Matches are weighted by the Alyn Score: GitHub stars, installs, freshness and depth. One skill per repository keeps the results varied.

Check before you trust

skill_info shows author, license, live stars and installs and the rest of the pack, so you know what you load.

What the skill finder MCP can do. Six tools, two prompts.

find_skills

Describe the task in plain words. Alyn returns the 2-3 skills that fit best, ranked by quality and real usage.

load_skill

Loads the full SKILL.md into the session. Your agent follows it right away, nothing to install.

install_skill

Want to keep it? Returns the one command that installs the skill for your agent.

get_bundle

Curated setups like Design, Engineering or Founder, installable at once.

skill_info

Author, license, live stars and installs, files and the rest of the pack, before you trust a skill.

top_skills

The highest-ranked skills overall or per category, straight from the Alyn rankings.

Skill finder MCP FAQ

How does the skill finder MCP rank skills?

By relevance to the task first, then by the Alyn Score, which combines GitHub stars, installs, freshness and depth.

Can I search a category?

Yes. find_skills and top_skills accept a category such as design, testing or seo.

More about Alyn MCP