SERVER

Malaysia Data Engine

Rank #87,409

io.github.r3dz4r/malaysia-data-engine

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

Listed & last published
Aug 30, 2026
PURPOSE

What you can do with Malaysia Data Engine

Malaysia Data Engine is a Model Context Protocol (MCP) server published by r3dz4r. It ranks #87,409 of 167,945 active servers on MCP Toplist. Malaysia Data Engine is listed on Official MCP, with 1 tracked version. It was first listed on Aug 30, 2026 and most recently updated on Aug 30, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Malaysia Data Engine can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Malaysia Data Engine

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 21, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by the Official MCP Registry, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as public.

INSTALLATION AND FIRST TASK

Connect Malaysia Data Engine and confirm it works

Remote · HTTP
claude mcp add --transport http malaysia-data-engine https://mcp.data-pulse.my/engine
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by r3dz4r
View all r3dz4r servers →

No task-specific alternatives are catalogued for Malaysia Data Engineyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 30, 2026
Latest version published
Aug 30, 2026
Version history
1 version tracked (below)
Requirements evidence
MCP Toplist probed the public endpoint on Oct 21, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Aug 30, 2026
Registry sightings

Do you maintain Malaysia Data Engine? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
1.0.0Aug 30, 2026
STANDING
#87,409of 167,945 active servers

Ranks ahead of 80,536 of 167,945 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: #87,409 of 167,945
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.r3dz4r%2Fmalaysia-data-engine.svg)](https://mcptoplist.com/server/io.github.r3dz4r%2Fmalaysia-data-engine)
HTML
<a href="https://mcptoplist.com/server/io.github.r3dz4r%2Fmalaysia-data-engine"><img src="https://mcptoplist.com/badge/io.github.r3dz4r%2Fmalaysia-data-engine.svg" alt="MCP Toplist: #87,409 of 167,945" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Malaysia Data Engine?
Malaysia Data Engine is maintained by r3dz4r, which publishes 2 MCP servers (226 total versions) tracked on MCP Toplist.
Is Malaysia Data Engine listed on the Official MCP Registry?
Yes — Malaysia Data Engine is listed on the Official MCP Registry.
How many versions does Malaysia Data Engine have?
MCP Toplist tracks 1 version of Malaysia Data Engine, most recently published on Aug 30, 2026.
Where can I find the source code for Malaysia Data Engine?
The source code for Malaysia Data Engine is hosted at github.com/r3dz4r/malaysia-data-engine.
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