SingleStore MCP Server
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TDQS
Scored across 21 tools
Most tools have distinct purposes, but there is some overlap between execute_sql and execute_sql_on_virtual_workspace, which both execute SQL queries but on different workspace types. Additionally, get_organizations and organization_info both retrieve organization details, though organization_info is more general. Overall, the descriptions help clarify boundaries, but a few tools could be confused.
The naming follows a consistent verb_noun pattern (e.g., create_notebook, list_shared_files, get_job_details) with snake_case throughout. Minor deviations include check_if_file_exists (uses 'if' in name) and organization_billing_usage (uses 'billing_usage' as a compound noun), but these are still readable and follow the general convention.
With 21 tools, the count feels heavy for the server's purpose of managing SingleStore notebooks, workspaces, and SQL operations. While the tools cover various aspects, some could be consolidated (e.g., the two SQL execution tools), making the set borderline excessive. However, it's not extreme, as the domain is moderately broad.
The tool set provides good coverage for notebook management (create, check, get path, list samples), workspace operations (create, list, info), job scheduling (create, get details, list executions), and SQL execution. Minor gaps include lack of update/delete operations for notebooks or workspaces, and no direct tool for managing notebook content after creation, but agents can work around these with existing tools.