Data Angers
NPM · @PIPEWORX/MCP-DATA-ANGERS · 2 COMPONENTS
Angers Loire Métropole Open Data (data.angers.fr) — OpenDataSoft MCP.
Available components
Last scanned (9 hours ago)
Scores higher than 81% 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-data-angers). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 4 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability74
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 393 tokens (~131/item across 3 items; 3 tools + 0 resources), lean.Pass
- 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.
- 2 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Nov 26 +26
- Known CVEs: unverified → pass ▲ security
- Malware scan: unverified → pass ▲ security
- Dependency health: unverified → pass ▲ functional
- 31 Oct 26 −25
- Known CVEs: pass → unverified ▼ security
- Malware scan: pass → unverified ▼ security
- Dependency health: pass → unverified ▼ functional
- Package version: 0.2.0 → 0.2.1 functional
- 29 Oct 26 81
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-data-angers@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-data-angers |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/pipeworx-io/mcp-data-angers/.github/workflows/publish.yml@refs/heads/main |
| Rekor log index | 3612339868 |
| Predicate type | SLSA build provenance https://slsa.dev/provenance/v1 |
| Subject digest | sha512:1ee047ffd7f11705944956de00e5a547e59edd159de0191bf7d9199e3dd9d73f937961dbc1ef175fe2dc1d7b9982429d2ce7008e4e0f178e610894d49 |
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 →
dataset_info ~53
Get metadata for one Angers Loire Métropole Open Data dataset (fields/schema, themes, record count) — call before query to learn the column names.
| Name | Type | Req | Description |
|---|---|---|---|
| dataset_id | string | yes | Dataset id from search_datasets. |
No output schema declared.
No examples provided.
query ~192
Query records from a Angers Loire Métropole Open Data dataset with ODSQL. Filter (where), aggregate (group_by/select), sort (order_by), paginate (limit/offset).
| Name | Type | Req | Description |
|---|---|---|---|
| dataset_id | string | yes | Dataset id from search_datasets. |
| group_by | string | – | ODSQL group_by field(s). |
| limit | number | – | Max records (1-100, default 20). |
| offset | number | – | Pagination offset (default 0). |
| order_by | string | – | Sort, e.g. `date desc`. |
| query | string | – | Free-text keyword across all fields (optional). |
| select | string | – | ODSQL select/aggregation, e.g. `count(*) as n, sum(amount)`. |
| where | string | – | ODSQL filter, e.g. `year >= 2020 AND city = "Paris"` (overrides query). |
No output schema declared.
No examples provided.
search_datasets ~94
Search Angers Loire Métropole Open Data for datasets by keyword (mobility, urban services & environment). Returns dataset_ids (pass to query/dataset_info), titles, themes and record counts.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max datasets (1-100, default 20). |
| offset | number | – | Pagination offset (default 0). |
| query | string | – | Keyword(s) to search dataset titles/descriptions. |
No output schema declared.
No examples provided.
How do I install the Data Angers MCP server?
Data Angers runs locally as an npm package, launched with npx -y @pipeworx/mcp-data-angers. 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-data-angers
claude mcp add pipeworx-io-data-angers -- npx -y @pipeworx/mcp-data-angers
What is the Data Angers MCP server?
Data Angers is an MCP server listed in the public MCP registry as io.github.pipeworx-io/data-angers. Angers Loire Métropole Open Data (data.angers.fr), OpenDataSoft MCP. This page covers its npm package (@pipeworx/mcp-data-angers).
Is the Data Angers MCP server safe to use?
Data Angers scores 84 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 Data Angers MCP server expose?
Data Angers exposes 3 tools: search_datasets, dataset_info, query. Their descriptions and schemas cost roughly 339 tokens of context every time the server is loaded.
Is the Data Angers MCP server still maintained?
Data Angers 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 Data Angers MCP server under?
Data Angers declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.