quanta-meta

MCP server that auto-discovers and installs the right AI skills for your project. Reads your CLAUDE.md, runs a vector search across 37,000+ skills, and installs the best matches — zero config.

claude mcp add quanta-meta -- npx quanta-meta

That's it. Your agent now discovers skills automatically.

What it does

When you (or your AI agent) invoke Quanta Meta, it:

1. Reads your project's CLAUDE.md to understand your stack and tooling
2. Embeds the content using the same model that powers the SkillForge catalog
3. Searches 37,000+ skills via cosine similarity to find the most relevant matches
4. Installs the top results to ~/.claude/skills/ so your agent picks them up immediately

No API keys. No configuration. Works out of the box.

MCP Tools

| Tool | Description | |------|-------------| | discover_skills | Search the catalog by text query or auto-detect from CLAUDE.md | | install_skills | Install one or more skills by slug | | discover_and_install | One-shot: discover + install the best matches for your project |

Setup

Claude Code

claude mcp add quanta-meta -- npx quanta-meta

Cursor / Other MCP clients

Add to your MCP config:

{
  "mcpServers": {
    "quanta-meta": {
      "command": "npx",
      "args": ["quanta-meta"]
    }
  }
}

How vector search works

SkillForge uses 4096-dimensional embeddings (Qwen3) across the entire skill catalog. When Quanta Meta embeds your project context, it finds skills with high cosine similarity — not just keyword matches, but semantically relevant skills based on what your project actually does.

A React + Supabase project will surface skills like react-best-practices, supabase-patterns, typescript-strict, and vitest-testing-patterns — without you searching for any of them.

Manual skill installation

If you prefer to install skills directly:

npx quanta-skills add react-best-practices

See quanta-skills for the full CLI.

Browse the catalog

quantaintelligence.ai/skills — 37,000+ skills across dev, DevOps, AI, security, data, business, and more.

License

MIT