MidOS - MCP Community Library

Each tool has a clearly distinct purpose: 'ask' synthesizes answers, 'get_eureka' retrieves peer-reviewed insights, 'get_skills' provides step-by-step procedures, 'search' finds raw information, and 'stats' gives system metrics. The descriptions explicitly differentiate them, with 'ask' versus 'search' being a key example of avoiding overlap.

The naming follows a consistent verb_noun pattern (e.g., 'ask', 'get_eureka', 'get_skills', 'search', 'stats'), with all tools using clear, action-oriented verbs. There is a minor deviation where 'ask' lacks a noun suffix, but it remains readable and fits the pattern overall.

With 5 tools, the set is well-scoped for a knowledge base server, covering core operations like querying, retrieving high-quality content, accessing skills, searching, and checking system health. Each tool serves a unique function without redundancy, making the count appropriate.

The tool surface covers essential knowledge base operations: discovery (search), synthesis (ask), retrieval of validated content (get_eureka, get_skills), and system monitoring (stats). A minor gap is the lack of write/update tools (e.g., add or modify knowledge), but for a read-focused domain, this is reasonable and agents can work effectively.