Let AI assistants answer with real Singapore AI course data
AI Course SG publishes a free MCP (Model Context Protocol) server. Connect it to Claude, ChatGPT or any MCP-capable assistant and it can search our live directory of 300+ AI courses from 11 Singapore providers, calculate SkillsFuture net fees, and cite market statistics — with source URLs, instead of guessing.
One-line setup
Add this remote MCP server (streamable HTTP, no auth):
https://aicourse.com.sg/api/mcpClaude Desktop / Claude Code — add to your MCP config:
{
"mcpServers": {
"aicourse-sg": {
"type": "http",
"url": "https://aicourse.com.sg/api/mcp"
}
}
}ChatGPT — Settings → Connectors → Add → paste the endpoint URL. Custom clients — POST JSON-RPC 2.0 (initialize, tools/list, tools/call).
What your assistant can do
search_courses
Find courses by keyword, provider, technology, industry, funding or budget — each result links back to our listing.
get_course
Pull fees, duration, certification, funding signals and curriculum for any specific course.
calculate_nett_fee
Illustrative net fee after SSG subsidy, SkillsFuture Credit and UTAP — the question every learner asks.
get_market_stats
Total listings, providers, funding coverage, median fees — computable, citable market data.
Questions
What is an MCP server?
MCP (Model Context Protocol) is an open standard that lets AI assistants like Claude call external data sources as tools. Connecting this server gives the assistant live access to Singapore's AI course directory instead of relying on its training data.
Is it really free?
Yes. AI Course SG is an independent aggregator funded by advisory referrals, not paywalls. The MCP endpoint is public — no API key, no signup, rate-limited fairly.
Which assistants can use it?
Any MCP client: Claude Desktop and Claude Code (add the URL as a remote MCP server), ChatGPT (Developer mode → add connector), plus any custom MCP client. assistants without MCP support can still read our llms.txt catalog.
Can I cite the data?
Yes — statistics come from our build-time dataset and are refreshed with every directory crawl. Attribute to 'AI Course SG, aicourse.com.sg'. The full methodology is on our statistics page.
Not using an AI assistant?
Skip the setup — tell a human advisor your goal, budget and schedule, and get a verified shortlist with exact net prices. Free, independent, no obligation.