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musharna

data-aggregator-mcp

by musharna

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TDQS

A4.4/5.0

Scored across 6 tools

Disambiguation5/5

Each tool has a distinct role: search discovers resources, resolve expands a known id, fetch downloads files, list_sources introspects coverage, operate analyzes remote tabular files without downloading, and relate compares resource ids. The adjacent file-related operations (resolve/fetch/operate) are explicitly scoped by description, so an agent can tell them apart.

Naming Consistency4/5

Five tools are bare lowercase verbs (search, resolve, fetch, operate, relate) and one is a snake_case verb_noun (list_sources), so the pattern is not perfectly uniform. It remains predictable and readable, with no chaotic mixing of camelCase or vague synonym pileups.

Tool Count5/5

Six tools is well-scoped for a read-only multi-archive research-data aggregator, and each tool covers a distinct workflow stage rather than duplicating another. The surface is neither thin nor bloated, and no obvious filler tool is present.

Completeness5/5

The set covers discovery, detailed record resolution, file download, source capability introspection, remote tabular inspection, and cross-resource relation hints, which is strong lifecycle coverage for this domain. Write/update operations are not expected for a read-only aggregation server, and remaining gaps look like minor conveniences rather than dead ends.

Maintenance

ActivityActive
ResponsivenessSlow