Analytics

data-pulse.my

Search and monitor Malaysian public datasets, including health status and provenance metadata, to enable data discovery and quality assessment.

2 endpoints23 known toolsFirst detected August 4, 2026Last detected August 30, 2026

ENDPOINT 1

https://mcp.data-pulse.my/mcp

No auth detected

MCP server metadata

Name: DataPulse MY
Version: v4.0.0b3+da60064

Capabilities

loggingprompts.listChangedresources.listChangedtools.listChanged

Server instructions

Read-only access to DataPulse MY's Malaysian public dataset catalogue.

Known tools 18

search_datasets

Search DataPulse MY's 389 Malaysian public datasets by natural-language query.

Inferred read-only

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).

Inferred read-only

find_stale

Return datasets whose status is aging, stale, or degraded, plus datasets missing from the latest health snapshot.

Inferred read-only

find_anomalies

Return datasets flagged by the latest published anomaly detection (anomalies), ranked by how far the observed update interval exceeds its threshold.

Potential side effects

find_deteriorating

Return datasets whose published freshness trend is deteriorating, ranked by staleness slope.

Inferred read-only

find_recovering

Return datasets whose published freshness trend is recovering, with the fastest staleness reductions first.

Inferred read-only

find_unreliable

Return datasets whose evaluated publish-reliability grade is at or below a threshold (the unreliable ones), with the worst grades and lowest on-time percentages first.

Potential side effects

find_schema_drift

Return datasets with published structural or record-count drift evidence, ranked with structural changes first.

Inferred read-only

check_reconciliation

Return the published cross-source reconciliation group for a dataset name or id, including per-member counts, dates, statuses, tolerances, and contextual deltas.

Inferred read-only

get_provenance

Return citation-ready provenance metadata for the listed dataset ids, plus compact pipeline-published evidence receipts: row probe time, HTTP status, request URL, access dependency, freshness source, content date, record count, shape fingerprint, anomaly flag, and status.

Inferred read-only

get_evidence

Return the complete pipeline-published evidence receipt for one dataset id, including probe time, transport, access dependency, freshness, record-count, shape, tolerance, status, and anomaly fields.

Inferred read-only

verify_dataset

Verify one dataset before trust in a single read-only call.

Inferred read-only

get_freshness_summary

Return a freshness-at-a-glance summary of the published catalogue: fresh, aging, stale, and reference counts plus the latest health check time.

Inferred read-only

verify_evidence

Perform a rate-limited live streamed GET for one direct-access dataset and compare transport receipts with the latest published evidence, e.

Inferred read-only

trust_verdict

Return published attestation facts, the unsigned methodology-versioned trust score, numeric components, and component_availability reasons, plus existing health/trend/drift/reconciliation evidence for one canonical dataset id, e.

Inferred read-only

verify_attestation

Verify a published Ed25519 probe attestation by canonical dataset id or safe relative digest reference, e.

Inferred read-only

find_by_licence

Return all datasets with the given licence, summarised.

Inferred read-only

usage_summary

Aggregate one buyer's audit-ledger usage for an inclusive ISO date range, e.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

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

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: datapulse-my
Remote MCP URL: https://mcp.data-pulse.my/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "datapulse-my": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "datapulse-my",
  "transport": "streamable-http",
  "url": "https://mcp.data-pulse.my/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://mcp.data-pulse.my/engine

No auth detected

MCP server metadata

Name: malaysia-data-engine-mcp
Version: 6a79e9a54c3c58b3a1272580274a18ba5d28031f

Capabilities

loggingprompts.listChangedresources.listChangedtools.listChanged

Server instructions

Read-only NPRA pharmaceutical records. This server never modifies pipeline artefacts.

Known tools 5

search_pharma

Search one NPRA category by its public searchable fields.

Inferred read-only

get_npra_record

Return one exact NPRA record, searching all categories by default.

Inferred read-only

find_recent_changes

Return deduplicated changes from the dated pipeline delta artefacts.

Inferred read-only

get_pharma_health

Return the pipeline-produced pharma health document verbatim.

Inferred read-only

find_by_manufacturer

Find products and related NPRA records for a manufacturer-name substring.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.malaysia-data-engine-mcp]
url = "https://mcp.data-pulse.my/engine"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "malaysia-data-engine-mcp": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: malaysia-data-engine-mcp
Remote MCP URL: https://mcp.data-pulse.my/engine

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "malaysia-data-engine-mcp": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "malaysia-data-engine-mcp",
  "transport": "streamable-http",
  "url": "https://mcp.data-pulse.my/engine"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for data-pulse.my was fetched 2026-08-08T18:16:07.523Z and is being refreshed.

Trust status Neutral

data-pulse.my is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.