malaysia-data-engine

MCP serverDev tools

Once added, your AI can look up pharmaceutical records from Malaysia's NPRA, the country's pharmaceutical regulator, and check pipeline health. It provides five read-only tools, so your AI can view this information but cannot change anything. This is handy when you need details about medicines regulated in Malaysia without searching for them yourself.

Available today. Use it from your connected AI after setup.

No other account needed.

After adding it, ask your AI to look up an NPRA pharmaceutical record or check pipeline health. More detail is available in the repository at github.com/r3dz4r/malaysia-data-engine.

Then ask your AI: use malaysia-data-engine to search pharma

What your AI can do with it

Look up pharmaceutical records from Malaysia's NPRA
Check pipeline health for Malaysia's pharmaceutical data
Answer your questions using NPRA records
Work with read-only data so nothing in the source can be changed

Tools it offers (6)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

search_pharma
get_npra_record
find_recent_changes
get_pharma_health
find_by_manufacturer
verify_pharma_artifact

Advanced

Delivery: malaysia-data-engine MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind: mcp-server
Gateway key: io-github-r3dz4r-malaysia-data-engine
Source: github.com/r3dz4r/malaysia-data-engine
Hosted endpoint: https://mcp.data-pulse.my/engine

github.com/r3dz4r/malaysia-data-engine

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