DataPulse MY
REMOTE · MCP.DATA-PULSE.MY · SCANNED AUG 8
Read-only discovery for 122 Malaysian public datasets with freshness, licence, and provenance.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security46
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS not yet verified: we couldn't determine whether a plaintext access path exists. View diagnostics → Unverified
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability82
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 448 tokens (~64/item across 7 items; 5 tools + 2 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
- Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · mcp.data-pulse.my
claude mcp add --transport http r3dz4r-datapulse-my https://mcp.data-pulse.my/mcp
[mcp_servers.r3dz4r-datapulse-my] url = "https://mcp.data-pulse.my/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"r3dz4r-datapulse-my": {
"type": "remote",
"url": "https://mcp.data-pulse.my/mcp",
"enabled": true
}
}
} openclaw mcp add r3dz4r-datapulse-my --url https://mcp.data-pulse.my/mcp --transport streamable-http
mcp_servers:
r3dz4r-datapulse-my:
url: "https://mcp.data-pulse.my/mcp" {
"mcpServers": {
"r3dz4r-datapulse-my": {
"type": "http",
"url": "https://mcp.data-pulse.my/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 7 Aug 26 +41
- Transport: fail → pass ▲ security
- Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
- Endpoint reachability: not serving MCP → reachable ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- Schema quality: unverified → 100 ▲ functional
- Stability: unverified → 0.13 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- The server no longer declares the “experimental” capability functional
- 6 Aug 26 −40
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: 0.07 → unverified ▼ security
- Transport: pass → fail ▼ security
- Authorization: Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the tool list to see what that exposes. security
- Schema quality: 100 → unverified ▼ functional
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- 5 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 4 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
- 3 Aug 26 57
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 8 Aug 2026 · Probed https://mcp.data-pulse.my/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=data-pulse.my | CN=WE1,O=Google Trust Services,C=US | 2 Aug 2026 | 31 Oct 2026 | ECDSA 256 | ECDSA-SHA256 | 89a518d1c4182e0e74f90ac74985ec |
| SANs: data-pulse.my, *.data-pulse.my | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
DNSSEC insecure
Validation of mcp.data-pulse.my. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| my. | present | 47187 | 13 | Verified |
| data-pulse.my. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.data-pulse.my/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.data-pulse.my/mcp | Inconclusive | 406 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
find_by_licence ~45
Return all datasets with the given licence, summarised. Use to enumerate what's available under a specific licence for compliance/reuse scoping.
| Name | Type | Req | Description |
|---|---|---|---|
| licence | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
find_stale ~57
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.
| Name | Type | Req | Description |
|---|---|---|---|
| max_age_hours | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | array | yes | – |
No examples provided.
get_dataset ~82
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.
| Name | Type | Req | Description |
|---|---|---|---|
| dataset_id | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
get_provenance ~75
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.
| Name | Type | Req | Description |
|---|---|---|---|
| dataset_ids | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | array | yes | – |
No examples provided.
search_datasets ~127
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.
| Name | Type | Req | Description |
|---|---|---|---|
| licence | – | – | – |
| limit | integer | – | – |
| query | string | yes | – |
| source | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | array | yes | – |
No examples provided.