Sensei MCP
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TDQS
Scored across 25 tools
Multiple tools overlap in purpose, particularly the deprecated get_engineering_guidance vs the new granular tools (suggest_personas_for_query, get_persona_content, record_consultation), making it unclear which path to use. Similarly, get_session_summary and export_session_summary both return session summaries, and get_session_context overlaps with session summary functions, creating ambiguity for agents.
All tool names follow a consistent verb_noun pattern with snake_case (e.g., get_engineering_guidance, record_decision, list_available_skills). The verbs are clear and varied appropriately, making the naming predictable and easy to learn.
With 25 tools, this server is at the high end of acceptable scope. While most tools serve a distinct resource, several are redundant or could be consolidated (e.g., list_mcp_workflow_templates and list_demos, or get_session_summary and export_session_summary). The count feels heavy, especially given the transitional deprecations.
The toolset covers the core domain of engineering guidance, sessions, personas, standards, and MCP workflows comprehensively. However, there are minor gaps such as no delete/update operations for sessions or consultations, and the deprecated tools add confusion rather than a true missing capability. Overall, the surface is nearly complete for the stated purpose.