awesome-llm-skills MCP — Use Cases, Install & Live Demo

Why use it

Key features

Working skills organized into 9 functional categories
Each skill folder ships SKILL.md plus examples and references
Covers MCP-integrated skills (Notion + knowledge capture)
Cross-agent compatibility: Claude Code, Codex, Gemini, Cursor
Living catalog — easy to cherry-pick only the categories you need

Live Demo

What it looks like in practice

awesome-llm-skill.replay ▶ ready

0/0

Install

Pick your client

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "awesome-llm-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Prat011/awesome-llm-skills",
        "~/.claude/skills/awesome-llm-skills"
      ],
      "_inferred": true
    }
  }
}

Open Claude Desktop → Settings → Developer → Edit Config. Restart after saving.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "awesome-llm-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Prat011/awesome-llm-skills",
        "~/.claude/skills/awesome-llm-skills"
      ],
      "_inferred": true
    }
  }
}

Cursor uses the same mcpServers schema as Claude Desktop. Project config wins over global.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "awesome-llm-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Prat011/awesome-llm-skills",
        "~/.claude/skills/awesome-llm-skills"
      ],
      "_inferred": true
    }
  }
}

Click the MCP Servers icon in the Cline sidebar, then "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "awesome-llm-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Prat011/awesome-llm-skills",
        "~/.claude/skills/awesome-llm-skills"
      ],
      "_inferred": true
    }
  }
}

Same shape as Claude Desktop. Restart Windsurf to pick up changes.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "awesome-llm-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/Prat011/awesome-llm-skills",
        "~/.claude/skills/awesome-llm-skills"
      ]
    }
  ]
}

Continue uses an array of server objects rather than a map.

~/.config/zed/settings.json

{
  "context_servers": {
    "awesome-llm-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/Prat011/awesome-llm-skills",
          "~/.claude/skills/awesome-llm-skills"
        ]
      }
    }
  }
}

Add to context_servers. Zed hot-reloads on save.

claude mcp add awesome-llm-skill -- git clone https://github.com/Prat011/awesome-llm-skills ~/.claude/skills/awesome-llm-skills

One-liner. Verify with claude mcp list. Remove with claude mcp remove.

Use Cases

Real-world ways to use awesome-llm-skills

How to cherry-pick skills you actually need without cloning the whole repo

👤 Developers who want targeted skills without bloating ~/.claude/skills ⏱ ~10 min beginner

When to use: The repo has 50+ skills but you only want the 3 that fit your workflow.

Prerequisites

git with sparse-checkout support — git >= 2.25 — already on any recent install

Flow

Clone with sparse-checkout

Clone awesome-llm-skills with sparse-checkout enabled, cone mode.✓ Copied

→ Empty repo with .git/info/sparse-checkout
Pick only your skills

git sparse-checkout set skills/testing skills/csv-processing skills/git-workflows✓ Copied

→ Only those 3 folders materialize
Symlink into ~/.claude/skills

Symlink the 3 skill folders into ~/.claude/skills so Claude discovers them.✓ Copied

→ Skills show up on next /help

Outcome: Lean install with only the skills you use.

Pitfalls

Skills reference each other across categories — Read each SKILL.md's prerequisites; some assume a sibling skill exists. Add those too.

Combine with: agent-skills-cli-skill

Browse skills by category to discover new workflows

👤 Practitioners exploring what's possible with agent skills ⏱ ~20 min beginner

When to use: You know your domain (marketing, security, etc.) but don't know which skills exist for it.

Flow

Ask Claude to summarize a category

Open awesome-llm-skills, list every skill under 'Business & Marketing' with a one-line what-it-does.✓ Copied

→ Table of skills with purpose
Shortlist and try

Pick the 2 that look most useful for a SaaS founder; walk me through installing and trying each.✓ Copied

→ Step-by-step install + first run

Outcome: A working shortlist of category-matched skills you've actually tried.

Pitfalls

Some skills are stubs or outdated — Check each skill folder's last commit date; skip if stale

Contribute your own skill back to the catalog

👤 Skill authors who want distribution ⏱ ~30 min intermediate

When to use: You've built something reusable and want to reach other Claude Code users.

Prerequisites

A working skill following SKILL.md conventions — Use claude-code-skill-factory-skill to scaffold if starting fresh

Flow

Match the repo's category layout

Which category in awesome-llm-skills best fits a skill that audits Rails migrations?✓ Copied

→ Category recommendation + folder pattern
Open PR

Prepare a fork, add the skill under that category, write a README entry, and draft the PR body.✓ Copied

→ PR opens with README updated

Outcome: Skill merged into the catalog with its own category row.

Combine with: claude-code-skill-factory-skill

Combinations

Pair with other MCPs for X10 leverage

awesome-llm-skill + agent-skills-cli-skill

Use the CLI to install individual skills from this catalog without cloning the whole repo

Use agent-skills-cli to install just 'lead-research' and 'meeting-notes' from awesome-llm-skills.✓ Copied

awesome-llm-skill + claude-code-skill-factory-skill

Factory scaffolds new skills; Awesome list hosts them for others to discover

Build a new skill with the Factory, then prepare a PR against awesome-llm-skills to add it under Dev Tools.✓ Copied

Tools

What this MCP exposes

Tool	Inputs	When to call
Skills with MCP	-	Notion + knowledge capture workflows
Document Processing	-	Word, PDF, spreadsheet handling
Development & Code Tools	-	Testing, AWS, git workflows
Data & Analysis	-	CSV, DB queries
Business & Marketing	-	Lead research, competitive analysis
Communication & Writing	-	Content creation, meeting notes
Creative & Media	-	Design, video, GIF creation
Productivity & Organization	-	File mgmt, invoicing
Security & Systems	-	Deepfake detection, forensics

Cost & Limits

What this costs to run

API quota: Depends on each individual skill
Tokens per call: Varies per skill
Monetary: Free catalog; individual skills may require API keys
Tip: Read each skill's README for its own cost section before installing many.

Security

Permissions, secrets, blast radius

Credential storage: No credentials at the catalog level. Each skill declares its own.

Data egress: Determined per skill — audit before running any that touch external APIs.

Community catalog — quality varies. Review each skill's code before installing, especially those that run shell commands.

Troubleshooting

Common errors and fixes

Skill from the catalog isn't discovered by Claude Code

Each skill must sit at ~/.claude/skills/<name>/SKILL.md. If you cloned the whole repo, the SKILL.md files are nested — symlink each one up.

Verify: find ~/.claude/skills -name SKILL.md -maxdepth 3

Conflicting skills with same trigger description

Edit the description frontmatter in one of them to be more specific.

Alternatives

awesome-llm-skills vs others

Alternative	When to use it instead	Tradeoff
agent-skills-cli-skill	You want programmatic install across multiple tools	Requires CLI setup
marketplace-skill	You want security-audited skills	Smaller catalog

More

Resources

📖 Read the official README on GitHub

🐙 Browse open issues

🔍 Browse all 400+ MCP servers and Skills