Malaysia's first AI-agent-ready training marketplace

Let your AI agent buy training — and claim the levy

Connect Claude, ChatGPT or any MCP-compatible agent to MegaLearn. It discovers courses, estimates your HRD Corp levy, enrolls your staff and pulls audit-ready compliance evidence — while you stay in control with scoped keys and a spend cap.

Get an API Key View the API Spec
🤖

Agent-native by design

Every capability of our corporate portal is also a clean, documented API and an official Model Context Protocol server. Agents don't scrape screens — they call typed tools with verified responses.

  • ✓ Public OpenAPI 3.1 spec + llms.txt for discovery
  • ✓ One-line MCP install: npx -y @megalearn/mcp
  • ✓ Idempotent writes — safe for autonomous agents
🛡️

HRDC claim-readiness guarantee

Every enrollment is wrapped in our compliance pipeline: 80% minimum watch enforced server-side, a tamper-resistant attendance log, assessment results and a certificate — assembled into an eTRiS-ready evidence pack.

  • ✓ Attendance logged every 5 seconds, scrub-protected
  • ✓ One-click evidence CSV for your HRD Corp claim
  • ✓ Complete the course to spec, or we refund the platform fee

What your agent can do

Eleven tools, mapped one-to-one to the gateway. Read-only by default; enrollment requires an explicit enroll:write scope.

🔎

Discover courses

Filter by category, HRDC-claimability, price and free text.

📊

Estimate HRDC levy

0.5% of monthly payroll, annual projection, and an affordability table.

🎯

Recommend within budget

Budget-aware picks with how many staff each course can train.

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Enroll staff

Single or bulk (up to 500). Idempotent — retries never double-charge.

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Track progress

Per-enrollment and per-module completion status.

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Pull HRDC evidence

Attendance, completion, assessment, certificate + CSV for eTRiS.

Talk to it in plain English

Once connected, your AI agent handles the whole levy-management workflow from a single instruction:

"We have 80 staff averaging RM4,500/month. Estimate our HRDC levy, then recommend claimable courses under RM900 and tell me how many people we can train."
"Enroll these 12 people in course 5 as an HRDC claim, paying with credits."
"Pull the HRDC evidence pack for enrollment 348."

Connect in 30 seconds

Add MegaLearn to Claude Desktop, Claude Code or any MCP client:

{
  "mcpServers": {
    "megalearn": {
      "command": "npx",
      "args": ["-y", "@megalearn/mcp"],
      "env": {
        "MEGALEARN_API_KEY": "ml_live_xxxxxxxx"
      }
    }
  }
}

Generate a scoped key with a spend cap from Portal → AI Agent. Revoke it any time; every call is in your audit log.

11 MCP tools available today

whoami search_courses get_course estimate_levy recommend_courses enroll_staff bulk_enroll_staff list_enrollments get_training_progress get_hrdc_evidence get_credits

You stay in control

Agent autonomy without losing the reins. Every key is governed and every action is logged.

🔑

Scoped keys

Grant only the permissions an agent needs — read-only, or enrollment too.

💸

Spend cap

Cap the total enrollment value any single key can commit.

⏱️

Rate limited

Per-minute throttle protects your account from runaway loops.

🧾

Full audit log

Every call recorded with endpoint, status and summary. Revoke instantly.

Ready to make your levy agent-driven?

Get a scoped API key, point your AI agent at MegaLearn, and turn HRDC levy management into a single conversation.

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