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Signal Found MCP

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TDQS

B3.1/5.0

Scored across 40 tools

Disambiguation3/5

There is significant functional overlap between tools, causing ambiguity. For example, 'crm_workbench' includes actions like 'get_conversation_by_id' and 'update_conversion_state', which duplicate standalone tools 'get_conversation_by_id' and 'change_crm_state'. Similarly, 'modify_conversion_notes' and 'update_conversation_notes'/ 'upsert_conversation_note' have overlapping purposes. However, detailed descriptions help differentiate some tools.

Naming Consistency4/5

Most tools follow a consistent snake_case verb_noun pattern (e.g., 'create_new_account', 'list_campaigns', 'modify_keywords'), which aids readability. Minor deviations exist, such as 'agent_quickstart' (noun_verb) and abbreviations like 'sf_health', but the overall convention is predictable and coherent.

Tool Count2/5

With 40 tools, the count is excessive for the apparent scope of customer onboarding, CRM management, and campaign operations. Many tools could be consolidated (e.g., overlapping CRM tools), leading to a bloated interface that may overwhelm agents and increase misselection risk.

Completeness5/5

The tool set provides comprehensive coverage for the domain, including full onboarding workflows (e.g., 'run_full_agentic_onboarding'), CRM operations (e.g., 'crm_workbench'), targeting configuration (e.g., 'modify_keywords'), campaign management (e.g., 'list_campaigns'), and analytics (e.g., 'portfolio_close_rate'). No obvious gaps are present; agents can perform end-to-end tasks without dead ends.

Maintenance

ActivityInactive
ResponsivenessNo issues

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