nifi-mcp
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TDQS
Scored across 28 tools
Most tools target distinct NiFi resources and the descriptions explicitly differentiate overlapping process-group views (tree vs contents vs status). However several status/diagnostic tools (flow_status, process_group_status, get_process_group) and provenance/lineage tools share enough conceptual ground that misselection is possible for less careful agents.
All tools use a consistent nifi_ prefix and snake_case. The dominant pattern is verb_noun (get_, list_, search_, find_, query_), with a few noun-only deviations (about, counters, flow_status, flow_tree, system_diagnostics) that are still readable.
28 tools exceed the 25-tool threshold for 'too many' per the rubric, especially given the apparent read-only scope. While they cover many subresources, the set could be consolidated or split into focus modes.
The surface is almost entirely read-only: no create/update/delete/start/stop tools for processors, connections, controller services, or process groups. Descriptions even reference nifi_create_processor and setting processor properties, which are absent, indicating significant gaps for flow management.