aion-mcp
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TDQS
Scored across 45 tools
Several tools have overlapping purposes, notably memory_get_facts and aion_memory_browse both retrieve facts with category filters, and multiple query tools (aion_query, aion_api_chat, ollama_query, openai_query) send prompts to different backends but could confuse an agent. Most other tools are distinct, but this ambiguity is significant.
Tool names generally follow a [domain]_[action] pattern with snake_case, but there are inconsistencies: memory_get_facts vs aion_memory_browse, aion_admin_profile_rebuild vs aion_admin_users, and some names are nouns (system_status) while others are verbs (fleet_run). The prefixes help but the pattern isn't uniform.
45 tools is far above the typical 3-15 range, making the server unwieldy. While it covers many subdomains, the tool count is excessive and would benefit from splitting into focused servers.
The server covers a broad range of operations for AION memory, conversations, system health, and various services, but there are notable gaps such as no memory update, no conversation delete, and limited SonChat operations beyond invites. Core workflows are present, but the surface is uneven.