personal-kg-mcp
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TDQS
Scored across 17 tools
Most tools have clearly distinct purposes, but some overlap exists: kg_search, kg_query_context, and kg_get_relevant_context all retrieve information in different ways, and kg_capture vs kg_capture_session have similar names. The detailed descriptions help disambiguate, but an agent could still misselect between context retrieval tools.
All tools share the 'kg_' prefix, but the naming pattern is mixed: some are verb_noun (kg_list_tags, kg_update_node), some are bare verbs (kg_capture, kg_search), and some are noun-based unified tools (kg_edges, kg_admin, kg_node). This inconsistency makes the set feel less predictable, though the prefix provides a common thread.
With 17 tools, the server is slightly above the ideal range of 3-15, but the count is reasonable for a personal knowledge graph managing nodes, relationships, sessions, questions, and admin operations. The tools collectively cover a broad domain without being excessive.
The tool surface covers the full lifecycle: creation (kg_capture), retrieval (kg_search, kg_node get), update (kg_update_node), deletion (kg_node delete), plus relationship management, session handling, question tracking, project state, admin, and diagnostics. No obvious gaps prevent an agent from performing core knowledge graph operations.