No user-submitted related servers found.
Scored across 22 tools
Most tools target distinct resources (sessions, memory, notes, transcripts, messaging, learn), and descriptions explicitly disambiguate tricky pairs like get_note/put_note vs read_memory/create_memory and session_digest vs read_transcript. However, the messaging cluster (send_message, reply, handoff, inbox, await_reply, ack) has real overlap since send_message/reply/handoff all deliver messages and rely on prose to separate them.
The set largely follows a predictable snake_case verb_noun pattern (create_memory, read_memory, get_session, spawn_session, list_sessions, search_transcripts). A few outliers break the pattern—handoff, whoami, inbox, and ack are single bare words—but overall the conventions are still readable and mostly uniform.
At 22 tools this sits at the heavy end for the server's scope, spanning sessions, messaging, memory, transcripts, and learn. Each tool arguably earns its place given the broad multi-agent domain, but the count is borderline and some messaging tools could likely be consolidated.
The surface covers the lifecycle well: session discovery (list/get/whoami), lifecycle (spawn/stop), messaging (send/reply/inbox/await/ack), memory and notes (read/search/create/get/put), transcripts (read/search/digest/files_touched), and learn state. Minor gaps exist—no memory/note delete or update, no session rename—but these are workable around.