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Scored across 20 tools
Each tool maps to a distinct resource and action. The closest pairs, such as upload_document vs add_text_document and get_jam_results vs get_jam_responses, are clearly separated by names and descriptions.
All tools use consistent snake_case verb_noun naming (list_jams, create_jam, ask_knowledge_agent, set_knowledge_agent_visibility). Compound names remain predictable and readable.
20 tools is somewhat heavy, but the server covers two substantial domains (Jams and Knowledge Agents) and most tools correspond to genuinely distinct operations. There is little obvious filler, though the surface is larger than ideal for quick tool selection.
Core workflows are covered: Jam creation/launch/results and agent/document lifecycle management. However, there is no join_jam despite list_jams advertising public Jams you can join, and no update_jam, delete_jam, or delete_knowledge_agent, leaving lifecycle dead ends.