Skills Loader¶
Source: mcp.so submission #3293 (July 24, 2026) · Website: skls.to · MCP Endpoint: https://skills.agentsandswarms.ai/mcp
What It Does¶
The knowledge layer your AI is missing. Skills Loader indexes 1,900+ security-reviewed agent skills for discovery via MCP. AI agents can browse, search, and recommend skills across categories - development, design, marketing, data analysis, DevOps, and more. Free and open, no auth required for browsing.
Key capabilities:
- Discover 1,900+ security-reviewed skills from any MCP client
- Auto-detects your IDE and installs skills (npx @agentsandswarms/skills-loader install)
- Category browsing, search, and AI-powered skill recommendations
- Zero auth required for discovery
Relevance to Operators¶
Directly useful for operators discovering AI agent tooling: - Find pre-built skills for common operational workflows (SEO audits, data analysis, competitive research) - Skip the GitHub search - curated, security-reviewed skills in one MCP - Install skills directly from MCP without manual repo cloning - Free and open - no vendor lock-in
Rating: ★★ - New (July 2026), zero GitHub stars. But 1,900+ reviewed skills makes it immediately useful. The "security-reviewed" claim is a differentiator vs raw GitHub search. Free and open with no auth gate is refreshing.
Quick Integration¶
Transport: Streamable HTTP (remote); stdio via npm
Auth: None required for browsing/recommendation
Pricing: Free and open source
# Install via npm (auto-detects IDE)
npx @agentsandswarms/skills-loader install
# Or add to MCP config directly
{
"mcpServers": {
"skills-loader": {
"url": "https://skills.agentsandswarms.ai/mcp",
"transport": "streamable-http"
}
}
}
Use Cases¶
- Agent Skill Discovery: "Find me skills for SEO content analysis" → browse reviewed options
- CI/CD Pipeline: Install security-reviewed skills in build agents without manual vetting
- Operator Toolbelt: Discover skills for Google Analytics, Stripe reporting, social media scheduling
- Education: Browse skill categories to learn what agents can automate
Caveats¶
- Zero GitHub stars - brand new project, verify security claims independently
- 1,900 skills may include many low-quality or abandoned entries
- No install stats or community ratings visible yet
- Core dependency on agentsandswarms.ai infrastructure
Integration with CorpusIQ¶
CorpusIQ is the connector layer that lets AI assistants read the systems a business already runs on - accounting, payments, CRM, email, files and analytics - and answer with the source named. It is read-only by design: it retrieves data and never writes to, or acts in, a connected system, which is what makes it safe to point at live accounts.
This page is part of the CorpusIQ directory, the reference we maintain for the MCP server and agent-skill ecosystem. Run alongside CorpusIQ, a third-party server like this one can be combined with a company's own business data in a single answer.