Ilostat
NPM · @PIPEWORX/MCP-ILOSTAT · 2 COMPONENTS
ILOSTAT (International Labour Organization statistics) MCP — global labour market data via the…
Available components
Last scanned (2 hours ago)
Scores higher than 72% of npm servers
Category Data and Analytics
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
- No install/post-install scripts declared.Pass
- No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-ilostat). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 3 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability64
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 712 tokens (~237/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 Management23
- Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.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 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −13
- Malware scan: pass → unverified ▼ security
- Stability: unverified → 0.13 ▲ functional
- Package version: 0.2.0 → 0.2.1 functional
- 30 Oct 26 0
- Security disclosure: unverified → fail ▼ functional
- 29 Oct 26 79
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 5 Nov 2026 · Analysed npm/@pipeworx/mcp-ilostat@0.2.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | npm |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | pipeworx-io/mcp-ilostat |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/pipeworx-io/mcp-ilostat/.github/workflows/publish.yml@refs/heads/main |
| Rekor log index | 3637416616 |
| Predicate type | SLSA build provenance https://slsa.dev/provenance/v1 |
| Subject digest | sha512:86c13826bcd3c6e1959870a7411155ddb4870ef78e21b71b21e6fb576e6ae5d9600813200c64cc34a59f4dad3364f1557a143eec7a3128854f3a46aeb |
Background: How many MCP packages publish verified provenance →
Dependencies 0 packages
| Packages resolved | 0 |
|---|---|
| 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 →
dataflow_structure ~182
Get the structure (Data Structure Definition) of one ILOSTAT dataset: its ordered dimensions and, for each, the valid codes. Use this to learn how to build the dot-separated SDMX key for get_data. The key positions correspond to the dimensions in order; an empty position is a wildcard. Common dimensions are REF_AREA (ISO3 country code, e.g. "USA", "FRA"), FREQ (A=annual, Q=quarterly, M=monthly), SEX, AGE, and MEASURE. Always call this before get_data. Example: dataflow_structure({ dataflow_id: "DF_SDG_0852_SEX_AGE_RT" }).
| Name | Type | Req | Description |
|---|---|---|---|
| dataflow_id | string | yes | ILOSTAT dataflow id from list_dataflows, e.g. "DF_SDG_0852_SEX_AGE_RT". |
No output schema declared.
No examples provided.
get_data ~299
Pull observations from an ILOSTAT dataset. `key` is a dot-separated SDMX dimension filter, one position per dimension in the order given by dataflow_structure; leave a position empty to wildcard it. ILO keys typically start with REF_AREA then FREQ; e.g. get_data({ dataflow_id: "DF_SDG_0852_SEX_AGE_RT", key: "USA.A...", start_period: "2015", end_period: "2024" }) selects the USA, annual frequency, and wildcards the remaining dimensions. Omit `key` (or pass "") to fetch all series — caution, this can be large. Returns decoded series with their dimension labels and per-period values.
| Name | Type | Req | Description |
|---|---|---|---|
| dataflow_id | string | yes | ILOSTAT dataflow id, e.g. "DF_SDG_0852_SEX_AGE_RT". |
| end_period | string | – | End period, e.g. "2024". |
| key | string | – | Dot-separated dimension filter (one position per dimension, empty = wildcard), e.g. "USA.A..." . Omit for all series. |
| last_n | number | – | Return only the last N observations per series. |
| max_series | number | – | Cap the number of decoded series returned (default 200). |
| start_period | string | – | Start period, e.g. "2015", "2015-01", "2015-Q1". |
No output schema declared.
No examples provided.
list_dataflows ~179
Browse or keyword-search ILOSTAT datasets (dataflows) from the International Labour Organization. Each result has an `id` (the dataflowId you pass to get_data / dataflow_structure) and an English name. ILO publishes ~1,200 datasets covering employment, unemployment, labour force participation, wages, hours worked, informality, working poverty, child labour, and occupational safety. Always pass `query` to filter unless you really want the whole list. Example: list_dataflows({ query: "unemployment rate" }) or list_dataflows({ query: "minimum wage" }).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max results to return (default 50). |
| query | string | – | Case-insensitive substring filter on dataset id or name, e.g. "unemployment", "wages", "labour force". |
No output schema declared.
No examples provided.
How do I install the Ilostat MCP server?
Ilostat runs locally as an npm package, launched with npx -y @pipeworx/mcp-ilostat. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @pipeworx/mcp-ilostat
claude mcp add pipeworx-io-ilostat -- npx -y @pipeworx/mcp-ilostat
What is the Ilostat MCP server?
Ilostat is an MCP server listed in the public MCP registry as io.github.pipeworx-io/ilostat. ILOSTAT (International Labour Organization statistics) MCP, global labour market data via the… This page covers its npm package (@pipeworx/mcp-ilostat).
Is the Ilostat MCP server safe to use?
Ilostat scores 82 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. 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 Ilostat MCP server expose?
Ilostat exposes 3 tools: list_dataflows, dataflow_structure, get_data. Their descriptions and schemas cost roughly 660 tokens of context every time the server is loaded.
Is the Ilostat MCP server still maintained?
Ilostat is still listed as active in the MCP registry. We last reached this channel on 5 November 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 Ilostat MCP server under?
Ilostat declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.