fortyguard-mcp
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TDQS
Scored across 12 tools
create_heatmap and submit_heatmap both submit heatmaps and differ only in whether they wait inline, which creates real selection ambiguity. The other submit_* tools are clearly separated by modality, and validate_aoi/split_aoi/get_* tools have distinct purposes.
Tool names mostly follow a consistent snake_case verb_noun pattern, with clear submit_* and get_* families plus check_status. The outlier is create_heatmap, which semantically overlaps with submit_heatmap and breaks the established submit_* convention.
12 tools is well within the ideal range and each tool has a clear role covering local AOI utilities, account/storage info, several analysis submission types, result retrieval, and status checking. None of the tools feel redundant or extraneous.
The server covers the core workflow well: validate and split AOIs, submit heatmaps synchronously or asynchronously, poll status, retrieve and slice results, and get environmental parameters. There is no explicit cancel/list-jobs or archive-deletion tool, but those are not essential given the designed workflow and user-managed local storage.