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Scored across 147 tools
Most tools have clearly distinct purposes due to consistent naming patterns (e.g., get vs list, create vs update). However, the large number of tools increases potential confusion, especially between similar names like list_notes and list_project_notes, or get_user_appointments and get_user_tasks.
Tool names follow a highly consistent verb_noun pattern (e.g., create_project, get_contact, list_documents). Even less common verbs like archive, pin, snooze are still in this pattern. No mixing of styles (e.g., camelCase) is present.
With 147 tools, the server is extremely large. While Filevine is a complex system, this many tools makes it hard for agents to select the right one and increases token usage. Most MCP servers are much smaller; this feels over-scoped.
The tool set covers a wide range of operations for projects, contacts, documents, billing, tasks, notes, and more. Minor gaps exist, such as the absence of delete_contact, delete_note, or create_user, but core workflows are well supported.