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Malaysia Data Engine MCP Server

answering

Malaysia Data Engine is answering right now. Last checked 4 min ago. It exposes 6 tools.

Read-only NPRA pharmaceutical records and pipeline health for Malaysia (5 tools).

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 24 days of history · worst day 96%
24 days agonow
98.9%
Uptime 24h
90 of 91 checks
6
Tools
read from the server
642 ms
Response time
average over 24h
open, no key
Access
streamable-http

What changed 34

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 1 September 2026. No other catalogue keeps this.

22 Sep a tool changed version
21 Sep a tool changed version2 times that day
20 Sep a tool changed version2 times that day
19 Sep a tool changed version4 times that day
18 Sep a tool changed version3 times that day
17 Sep a tool changed version3 times that day
16 Sep a tool changed version3 times that day
15 Sep a tool changed version
14 Sep a tool changed version
13 Sep a tool changed version
and 24 more, back to 1 September 2026

Malaysia Data Engine does not always answer

Over the last week it answered 98.9% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.

run in your terminal
claude mcp add malaysia-data-engine --transport http https://mcp.data-pulse.my/engine
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "malaysia-data-engine": {
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}
~/.codex/config.toml
[mcp_servers.malaysia-data-engine]
url = "https://mcp.data-pulse.my/engine"
.cursor/mcp.json
{
  "mcpServers": {
    "malaysia-data-engine": {
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "malaysia-data-engine": {
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}

Available tools 6

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

pharma
get_pharma_health
Return the pipeline-produced pharma health document verbatim.
search_pharma
Search one NPRA category by its public searchable fields.
manufacturer
find_by_manufacturer
Find products and related NPRA records for a manufacturer-name substring.
npra
get_npra_record
Return one exact NPRA record, searching all categories by default.
recent
find_recent_changes
Return deduplicated changes from the dated pipeline delta artefacts.
verify
verify_pharma_artifact
Verify the current canonical pharma graph's local Sigstore DSSE bundle.

Endpoints

URLTransportStateLatencyChecked
https://mcp.data-pulse.my/engine streamable-http answering 605 ms 4 min ago

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Malaysia Data Engine — questions

Answers built from our own checks of this server.

What can Malaysia Data Engine do?
It exposes 6 tools, read directly from the server on our last check. Among them: find_by_manufacturer, find_recent_changes, get_npra_record, get_pharma_health, search_pharma, verify_pharma_artifact. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Malaysia Data Engine working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 90 of 91 checks got a reply (98.9%), average response time 642 ms. The bar chart above shows every period we have measured.
Is Malaysia Data Engine still maintained?
The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.
How do I connect Malaysia Data Engine?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Malaysia Data Engine need an API key?
No. Malaysia Data Engine completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 6 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Malaysia Data Engine?
It answers our handshake in 642 ms on average, which is faster than 21% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.