FoundersOS
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TDQS
Scored across 102 tools
Most tools target distinct resources, but there is noticeable overlap among summary/orientation tools (get_session_start, get_dashboard, get_task_summary, get_financial_summary, get_feed_briefing) and between get_customer and get_entity_card. The detailed descriptions help an agent pick correctly, but with 102 tools the boundaries are not always obvious.
The dominant verb_noun pattern (get_, list_, create_, update_, remove_) is readable, but creation verbs are split between add_ and create_ (add_customer vs create_task), and the memory_* group inverts the convention (memory_store, memory_recall). There are also standalone outliers like ping and checkpoint.
102 tools is far beyond the typical MCP server surface and exceeds the 50+ extreme threshold, even for a six-domain OS. An agent must evaluate dozens of tools per session, making selection costly and error-prone; splitting into separate CRM, finance, feeds, and admin servers would be more appropriate.
The tool surface is remarkably comprehensive: full CRUD/lifecycle coverage across CRM, tasks, tags, playbooks, projects, members, feeds, and trash management, plus financial reporting and audit logs. Minor gaps exist such as no update_transaction/update_account/update_category and interactions being append-only, but most workflows can be completed or worked around.