io.github.mohsinmshabbir/datasaudi-mcp
PYPI · DATASAUDI-MCP · SCANNED SEP 21
Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
- 1 of 23 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 73 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability63
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 820 tokens (~273/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management93
- Stability observed for 28 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
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
How do I install the io.github.mohsinmshabbir/datasaudi-mcp server?
io.github.mohsinmshabbir/datasaudi-mcp runs locally as a PyPI package, launched with uvx datasaudi-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · datasaudi-mcp
claude mcp add mohsinmshabbir-datasaudi-mcp -- uvx datasaudi-mcp
{
"mcpServers": {
"mohsinmshabbir-datasaudi-mcp": {
"command": "uvx",
"args": [
"datasaudi-mcp"
]
}
}
} {
"servers": {
"mohsinmshabbir-datasaudi-mcp": {
"command": "uvx",
"args": [
"datasaudi-mcp"
]
}
}
} codex mcp add mohsinmshabbir-datasaudi-mcp -- uvx datasaudi-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"mohsinmshabbir-datasaudi-mcp": {
"type": "local",
"command": [
"uvx",
"datasaudi-mcp"
],
"enabled": true
}
}
} openclaw mcp add mohsinmshabbir-datasaudi-mcp --command uvx --arg datasaudi-mcp
mcp_servers:
mohsinmshabbir-datasaudi-mcp:
command: "uvx"
args: ["datasaudi-mcp"] {
"McpServers": {
"mohsinmshabbir-datasaudi-mcp": {
"Transport": "stdio",
"Command": "uvx",
"Arguments": [
"datasaudi-mcp"
]
}
}
} assistant mcp add mohsinmshabbir-datasaudi-mcp -t stdio -c uvx -a datasaudi-mcp
{
"mcpServers": {
"mohsinmshabbir-datasaudi-mcp": {
"command": "uvx",
"args": [
"datasaudi-mcp"
]
}
}
} 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.
- 21 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 17 Sept 26 −3
- Stability: pass → 0.80 functional
- 16 Sept 26 +1
- Stability: 0.97 → pass security
- 14 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 11 Sept 26 −3
- Stability: pass → 0.83 functional
- 10 Sept 26 +1
- Stability: 0.97 → pass security
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 21 Sept 2026 · Analysed pypi/datasaudi-mcp@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 23 packages
| Packages resolved | 23 |
|---|---|
| Stale | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
describe_cube Describe Cube ~119
Introspect one cube: its drillable level names and measures. Pass `level` to also list that level's members. `locale` ('en' or 'ar') controls the language of the returned member captions (e.g. locale='ar' -> 'الرياض' instead of 'Al-Riyadh'); the level/measure NAMES stay as-is since query_cube matches them literally. Unknown cube -> error with 'did you mean'.
| Name | Type | Req | Description |
|---|---|---|---|
| cube | string | yes | – |
| level | – | – | – |
| locale | string | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
list_cubes List Cubes ~287
Search the DataSaudi catalog of 277 statistical cubes. Returns an ENVELOPE (not a bare list): {query, scope, total_matches, returned, catalog_size (277), complete, results, note}. `results` holds compact {name, caption, domain} hits. `total_matches` is the TRUE number of matching cubes; when `complete` is true, `results` contains ALL of them - there is no hidden cap. Never infer a result ceiling from len(results): read `total_matches` and `complete`. When `complete` is false the result is a page - refine the query or pass `offset` (the next start index, from the note) to page through the rest. scope: 'catalog' (title/topic), 'measures' (measure names), or 'levels' (drillable level names - NOT member values; 'members' is an alias). locale='ar' also matches the Arabic catalog annotations (topic/subtopic/source); cube names/captions themselves are English only. An empty query returns a labeled preview (first 25 of 277). A space-separated query that finds nothing is retried once with spaces replaced by underscores.
| Name | Type | Req | Description |
|---|---|---|---|
| locale | string | – | – |
| offset | integer | – | – |
| query | string | – | – |
| scope | string | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
query_cube Query Cube ~414
Query a cube by drilldowns (level names) + measures; returns a compact, paginated result with the resolved query echoed back. `cut` filters by member: a {level: member_id} mapping, e.g. {"Province": "1"} to keep only that province. Use the member *ID* (from describe_cube(cube, level=...)), NOT its caption. `locale` ('en' or 'ar') sets the language of member captions in the result rows (e.g. 'الرياض' vs 'Al-Riyadh'); member IDs and numbers are unaffected. Validates level/measure names AND cut level names locally and fails loud with the valid options. limit: max rows per call (default 100), HARD-CAPPED at 5000. A larger value is silently reduced to 5000 - the tool will NOT return an unbounded result, because a single result over ~1MB is rejected outright by the client (no partial data comes back). THERE IS NO 'get everything in one call'. To get more than one page, do NOT raise limit: page with `offset` (the note gives you the next offset; repeat until complete), OR narrow with a `cut` / fewer drilldowns. Paging or narrowing is the intended path and is faster than one giant call that errors. offset: start row of this page (default 0). When combining pages, only sum additive measures (counts/sums); never average an index or ratio across pages. Note: a cut on a valid level but nonexistent member returns 0 rows (reported as 'valid query, no matching data'), not an error - check the member id if you expected rows.
| Name | Type | Req | Description |
|---|---|---|---|
| cube | string | yes | – |
| cut | – | – | – |
| drilldowns | array | yes | – |
| limit | integer | – | – |
| locale | string | – | – |
| measures | array | yes | – |
| offset | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
What is the io.github.mohsinmshabbir/datasaudi-mcp server?
io.github.mohsinmshabbir/datasaudi-mcp is listed in the public MCP registry as io.github.mohsinmshabbir/datasaudi-mcp. Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database. This page covers its PyPI package (datasaudi-mcp).
Is the io.github.mohsinmshabbir/datasaudi-mcp server safe to use?
io.github.mohsinmshabbir/datasaudi-mcp scores 80 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 21 September 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.mohsinmshabbir/datasaudi-mcp server expose?
io.github.mohsinmshabbir/datasaudi-mcp exposes 3 tools: list_cubes, describe_cube, query_cube. Their descriptions and schemas cost roughly 820 tokens of context every time the server is loaded.
Is the io.github.mohsinmshabbir/datasaudi-mcp server still maintained?
io.github.mohsinmshabbir/datasaudi-mcp is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.mohsinmshabbir/datasaudi-mcp server under?
io.github.mohsinmshabbir/datasaudi-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.