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mcp/harbor

Malaysia Data Engine changelog

io.github.r3dz4r/malaysia-data-engine

2 changes recorded. MCP Harbor re-reads this listing from the official registry every six hours and asks the live server what it exposes, and keeps what changed between one look and the next.

  • llms.txt +4 −6

    https://www.data-pulse.my/llms.txt 

    − > DataPulse — an open, read-only verification layer for Malaysian public data, publishing per-dataset freshness, licence, structure and signed-observation evidence for AI agents, analysts and auditors. It publishes a machine-readable manifest of 425 official datasets.− For focused human-readable NPRA coverage, use the [NPRA page](https://www.data-pulse.my/npra.html).− DataPulse exposes a **read-only MCP server** so AI agents (Claude Desktop, Cursor, Cline, etc.) can query the 425-dataset catalogue natively.− | `search_datasets(query, licence?, source?, limit?)` | Use for discovery only: find DataPulse's 425 Malaysian public datasets by topic, source, or licence—for example, 'Malaysian public data inflation', licence and attribution, or a government dataset source. Returns ranked matches with id, title, source, licence, published status, and score. This is not trust verification: a status is published pipeline context, not proof that a dataset is current or reliable. For pre-trust use search_datasets− The public endpoint is live at `https://mcp.data-pulse.my/mcp` and serves all 19 read-only tools over the 425-dataset catalogue. `trust_verdict` joins published signed facts and unsigned score rows; `verify_attestation` performs L1 signature/key checks and optional L2 tag-anchor replay. Deployment and service details for `datapulse-mcp` are in [`mcp-deploy.md`](https://www.data-pulse.my/mcp-deploy.md).− - [NPRA page](https://www.data-pulse.my/npra.html): Public NPRA dataset surface.+ > DataPulse — an open, read-only verification layer for Malaysian public data, publishing per-dataset freshness, licence, structure and signed-observation evidence for AI agents, analysts and auditors. It publishes a machine-readable manifest of 440 official datasets.+ DataPulse exposes a **read-only MCP server** so AI agents (Claude Desktop, Cursor, Cline, etc.) can query the 440-dataset catalogue natively.+ | `search_datasets(query, licence?, source?, limit?)` | Use for discovery only: find DataPulse's 440 Malaysian public datasets by topic, source, or licence—for example, 'Malaysian public data inflation', licence and attribution, or a government dataset source. Returns ranked matches with id, title, source, licence, published status, and score. This is not trust verification: a status is published pipeline context, not proof that a dataset is current or reliable. For pre-trust use search_datasets+ The public endpoint is live at `https://mcp.data-pulse.my/mcp` and serves all 19 read-only tools over the 440-dataset catalogue. `trust_verdict` joins published signed facts and unsigned score rows; `verify_attestation` performs L1 signature/key checks and optional L2 tag-anchor replay. Deployment and service details for `datapulse-mcp` are in [`mcp-deploy.md`](https://www.data-pulse.my/mcp-deploy.md).

  • llms.txt +5 −5

    https://www.data-pulse.my/llms.txt 

    − > DataPulse — an open, read-only verification layer for Malaysian public data, publishing per-dataset freshness, licence, structure and signed-observation evidence for AI agents, analysts and auditors. It publishes a machine-readable manifest of 418 official datasets.− DataPulse exposes a **read-only MCP server** so AI agents (Claude Desktop, Cursor, Cline, etc.) can query the 418-dataset catalogue natively.− | `search_datasets(query, licence?, source?, limit?)` | Use for discovery only: find DataPulse's 418 Malaysian public datasets by topic, source, or licence—for example, 'Malaysian public data inflation', licence and attribution, or a government dataset source. Returns ranked matches with id, title, source, licence, published status, and score. This is not trust verification: a status is published pipeline context, not proof that a dataset is current or reliable. For pre-trust use search_datasets−       "transport": "streamable-http",− The public endpoint is live at `https://mcp.data-pulse.my/mcp` and serves all 19 read-only tools over the 418-dataset catalogue. `trust_verdict` joins published signed facts and unsigned score rows; `verify_attestation` performs L1 signature/key checks and optional L2 tag-anchor replay. Deployment and service details for `datapulse-mcp` are in [`mcp-deploy.md`](https://www.data-pulse.my/mcp-deploy.md).+ > DataPulse — an open, read-only verification layer for Malaysian public data, publishing per-dataset freshness, licence, structure and signed-observation evidence for AI agents, analysts and auditors. It publishes a machine-readable manifest of 425 official datasets.+ DataPulse exposes a **read-only MCP server** so AI agents (Claude Desktop, Cursor, Cline, etc.) can query the 425-dataset catalogue natively.+ | `search_datasets(query, licence?, source?, limit?)` | Use for discovery only: find DataPulse's 425 Malaysian public datasets by topic, source, or licence—for example, 'Malaysian public data inflation', licence and attribution, or a government dataset source. Returns ranked matches with id, title, source, licence, published status, and score. This is not trust verification: a status is published pipeline context, not proof that a dataset is current or reliable. For pre-trust use search_datasets+       "type": "http",+ The public endpoint is live at `https://mcp.data-pulse.my/mcp` and serves all 19 read-only tools over the 425-dataset catalogue. `trust_verdict` joins published signed facts and unsigned score rows; `verify_attestation` performs L1 signature/key checks and optional L2 tag-anchor replay. Deployment and service details for `datapulse-mcp` are in [`mcp-deploy.md`](https://www.data-pulse.my/mcp-deploy.md).
Malaysia Data Engine MCP server