okf-mcp
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TDQS
Scored across 28 tools
Most tools target distinct resources (concepts, bundles, graph, validation, computation), and descriptions clarify their specific scope. However, list_bundles and list_remote_bundles overlap since the former already includes remote bundles, and several validation tools have similar names. Overall, an agent can usually select correctly with clear descriptions.
The naming mixes conventions: many tools use verb_noun patterns (list_, get_, validate_), but some have an okf_ prefix (okf_get_proposal, okf_validate_concept) and graph_summary is a noun phrase. This inconsistency reduces predictability, though the overall style is still readable.
With 28 tools, the server exceeds the 25-tool threshold, making the set feel heavy. While the domain is complex, many listing and validation tools could be consolidated or generalized, and the count is high enough to overwhelm agents navigating the surface.
The tool surface is comprehensive for a read-only, validation, and graph-analysis server: it covers listing, querying, validating, and graph traversal. Missing create/update/delete operations appear out of scope, and minor gaps like no get_bundle or get_tag are workable. Overall, the domain is well-covered.