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Malaysia Data Engine

not classified

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

v1.0.0 · active · repository · website · descriptor JSON · versions

Not classified yet.The remote endpoints have not been probed successfully, or the listing has nothing to connect to.
Quality94good
Trust64of 100
Uptime, 30 days43%
Latency p501006 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "malaysia-data-engine": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}
claude mcp add --transport http malaysia-data-engine https://mcp.data-pulse.my/engine
[mcp_servers.malaysia-data-engine]
url = "https://mcp.data-pulse.my/engine"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "malaysia-data-engine": {
      "type": "remote",
      "url": "https://mcp.data-pulse.my/engine",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "malaysia-data-engine": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/engine"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=malaysia-data-engine&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmRhdGEtcHVsc2UubXkvZW5naW5lIn0%3D"
}
{
  "servers": {
    "malaysia-data-engine": {
      "type": "http",
      "url": "https://mcp.data-pulse.my/engine"
    }
  }
}
{
  "mcpServers": {
    "malaysia-data-engine": {
      "httpUrl": "https://mcp.data-pulse.my/engine"
    }
  }
}
extensions:
  "malaysia-data-engine":
    enabled: true
    name: "malaysia-data-engine"
    type: streamable_http
    uri: "https://mcp.data-pulse.my/engine"
    timeout: 300

Quality 94 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list carries no ttlMs, so clients re-fetch it
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations6 of 6 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 739 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history not recorded yet
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 739 tokens to load them all · checked 2026-10-20 11:08 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 64 / 100

unreachable
provenance90
liveness0
freshness85
hygiene100

+repository +namespace-matches-repo +website -unreachable(12 failures) ~updated-51d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.data-pulse.my/engine streamable-httpnoneno (12 failures)43%1006 ms2026-07-282026-09-22

Tools (6)

find_by_manufacturerread-onlyFind products and related NPRA records for a manufacturer-name substring.
find_recent_changesread-onlyReturn deduplicated changes from the dated pipeline delta artefacts.
get_npra_recordread-onlyReturn one exact NPRA record, searching all categories by default.
get_pharma_healthread-onlyReturn the pipeline-produced pharma health document verbatim.
search_pharmaread-onlySearch one NPRA category by its public searchable fields.
verify_pharma_artifactread-onlyVerify the current canonical pharma graph's local Sigstore DSSE bundle.

Schemas: list_tools.

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More from io.github.r3dz4r

Official server.json
{
  "name": "io.github.r3dz4r/malaysia-data-engine",
  "title": "Malaysia Data Engine",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.data-pulse.my/engine",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/r3dz4r/malaysia-data-engine",
    "source": "github"
  },
  "websiteUrl": "https://www.data-pulse.my",
  "description": "Read-only NPRA pharmaceutical records and pipeline health for Malaysia (5 tools)."
}