synthia-mcp
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TDQS
Scored across 13 tools
Most tools are clearly distinct: search vs list vs inspect vs plot families each target different resources and actions. Minor overlap exists between search_documentation and find_example for how-to questions, and the three plot_grid_* tools share a prefix but are differentiated by what they render.
Tool names follow a mostly consistent verb_noun snake_case pattern (search_, list_, inspect_, plot_, describe_, validate_). The main inconsistency is using 'find' vs 'search' for similar lookup actions and 'describe' vs 'inspect' for catalogue vs local metadata, but the pattern remains readable and predictable.
13 tools is well-scoped for a server covering documentation search, examples, catalogue browsing, local grid inspection/plotting, environment/API inspection, and script validation. Each tool has a clear role and none feel redundant or like filler.
The tool surface covers the main workflows: finding docs/examples, discovering and describing catalogue datasets, listing and inspecting local grids, plotting grid outputs, inspecting the environment/API, and validating scripts. Minor gaps exist, such as no tool to return raw spectral/line data as structured values rather than plots, but these are workable limitations rather than dead ends.