TelecomLabs provides French 5G coverage data by department, based on official Arcep datasets. Retrieve departmental 5G indicators, compare departments and discover available datasets with references to their sources.
Scored across 3 tools
Each tool has a distinct role: listing datasets, retrieving per-department 4G/5G counts, and comparing counts across departments. The compare tool partially overlaps with repeated calls to get_department_5g, but the multi-department aggregation purpose is clear from the description.
All three names follow a verb_noun snake_case pattern (compare_departments, get_department_5g, list_datasets), which is readable and predictable. The deviation is only in the noun portion, where 'department' and 'datasets' refer to different granularities.
Three tools is thin for a server that exposes a data domain; list_datasets is largely a metadata helper rather than a data operation. The set is well-scoped but borderline sparse.
Coverage is read-only: no way to filter by department list in bulk other than the comparison tool, and no operations for other metrics or time periods. For a static open dataset that may be acceptable, but there is no explicit search or export beyond the CSV link.
Compare les comptages de sites 4G/5G de 2 à 5 départements métropolitains.
Inputs: codes (required).
Comptages 4G/5G Arcep par département, datés du 30 juin 2026, avec sources et limites.
Inputs: code (required).
Décrit le jeu de données ouvert 5G et son téléchargement CSV.
Inputs: no named parameters.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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