okf-mcp
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TDQS
Scored across 28 tools
Most tools have distinct purposes: list_types, list_tags, and list_relation_types each target different entities, while graph traversal tools (get_neighbors, find_paths, get_graph, get_subgraph) are clearly differentiated by scope. A few pairs like list_bundles and list_remote_bundles could cause minor confusion but descriptions clarify local vs remote.
Naming is inconsistent: some tools use a verb_noun pattern (list_types, get_concept) while others have a nonstandard 'okf_' prefix (okf_validate_concept, okf_list_proposals). Also, 'graph_summary' breaks the verb-first convention, and 'check_v02_migration' mixes letters and numbers. The mixed styles reduce predictability.
With 28 tools, the surface is quite large for what appears to be a read-only graph and validation server. While not extreme (≤50), it exceeds the typical comfortable range and many tools feel like minor variations on similar read/validate operations, suggesting the set could be consolidated.
The toolset covers reading, searching, validating, and exporting graph data, plus proposal listing/reading, but lacks any creation or update tools for concepts or bundles. Given the emphasis on validation and proposals, there is no direct 'create_concept' or 'submit_proposal' tool, leaving a notable gap in the complete authoring lifecycle.