chatlab-mcp
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TDQS
Scored across 12 tools
Each tool targets a distinct action—SQL execution, session export/import, listing, metadata retrieval, members, messages, overview, generic API call, and process management. No two tools have overlapping functionality, making it easy for an agent to select the correct one.
All tools use the 'chatlab_' prefix and snake_case. Most follow a verb_noun pattern (e.g., execute_sql, list_sessions), but 'chatlab_request' uses a noun as the verb, and the process commands (start, stop, status) omit a noun, breaking the pattern slightly.
With 12 tools, the set is well-scoped for managing ChatLab sessions: it covers session CRUD, data retrieval, SQL execution, process lifecycle, and a generic fallback. Neither too few nor too many for the domain.
The tools cover core session management (list, get, import, export, execute SQL, view members/messages/overview) and process control. Missing explicit update/delete operations, but the generic 'chatlab_request' tool can be used to fill gaps, preventing agent dead ends.