DataPulse MY MCP Server

by r3dz4r

answering

DataPulse MY is answering right now. Last checked moments ago. It exposes 5 tools. Last commit 5 Aug 2026.

Read-only discovery for 122 Malaysian public datasets with freshness, licence, and provenance.

Uptime history 33 hours of history

33 hours agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

871 ms

Response time

average over 24h

Stars

last commit 5 Aug 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add datapulse-my --transport http https://mcp.data-pulse.my/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "datapulse-my": {
      "url": "https://mcp.data-pulse.my/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.datapulse-my]
url = "https://mcp.data-pulse.my/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "datapulse-my": {
      "url": "https://mcp.data-pulse.my/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "datapulse-my": {
      "url": "https://mcp.data-pulse.my/mcp"
    }
  }
}

Available tools 5

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

dataset

get_dataset

Return full detail for one dataset id, including its latest health status and last-verified timestamp, content_freshness_date, and freshness_signal_source (last_modified, content_parse, or none). Use to fetch the provenance/citation metadata for a dataset found via search_datasets and distinguish unknown-freshness from proven stale data.

datasets

search_datasets

Search DataPulse MY's 122 Malaysian public datasets by natural-language query. Filter by licence (e.g. 'CC BY 4.0', 'Open Government Licence (Malaysia)') or source ('OpenDOSM', 'data.gov.my', 'MET Malaysia', etc.). Returns ranked matches: id, title, source, licence, status, score. Use when an agent needs to find datasets covering a topic, by an agency, or under a specific licence.

licence

find_by_licence

Return all datasets with the given licence, summarised. Use to enumerate what's available under a specific licence for compliance/reuse scoping.

provenance

get_provenance

Return citation-ready provenance metadata for the listed dataset ids: source steward, licence (with URL), source URL, access method (curl/Camofox), last-verified timestamp. Use when an agent needs to cite DataPulse MY data in a response and must include proper attribution and licence.

stale

find_stale

Return datasets whose status is aging, stale, or degraded, plus datasets missing from the latest health snapshot. Use when an agent needs to know which data has a freshness or schema-validity risk.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.data-pulse.my/mcp	streamable-http	answering	702 ms	0 min ago

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DataPulse MY — questions

Answers built from our own checks of this server.

What can DataPulse MY do?

It exposes 5 tools, read directly from the server on our last check. Among them: find_by_licence, find_stale, get_dataset, get_provenance, search_datasets. 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 DataPulse MY working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 871 ms. The bar chart above shows every period we have measured.

How do I connect DataPulse MY?

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 DataPulse MY need an API key?

No. DataPulse MY completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is DataPulse MY?

It answers our handshake in 871 ms on average, which is faster than 8% 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.

Is DataPulse MY open source?

Yes — it is published under the MIT licence, written in Shell, 0 stars on GitHub and 4 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.