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aitit-inc

LeadAce

by aitit-inc
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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.5/5.0

    Scored across 55 tools

    Disambiguation4/5

    Most tools map to distinct resource-action pairs (projects, prospects, organizations, settings, documents, outreach). The main ambiguity is between the outreach-recording tools (record_outreach, record_outreach_with_inquiry, send_email_and_record) and the two prospect-registration paths (add_prospects, import_prospects_from_csv), but the descriptions cross-reference one another well enough that an agent can usually pick correctly.

    Naming Consistency4/5

    Names overwhelmingly follow a verb_noun snake_case pattern (list_*, get_*, update_*, delete_*, send_*, record_*). Minor inconsistencies exist, such as setup_project instead of create_project and a mix of update_/set_ for prospect mutations, but the overall convention is predictable.

    Tool Count1/5

    At 55 tools, this is an extreme surface for a single MCP server. Even though the tools are grouped into coherent subdomains, the sheer number burdens an agent's navigation and makes selection harder than it should be.

    Completeness4/5

    The core outreach lifecycle is well covered: project setup, prospect and organization management, outreach recording, draft handling, compliance settings, document storage, and optimization levers. Minor gaps exist, such as no standalone discovery-strategy listing and no direct suggestion dismissal, but most can be worked around through existing tools like get_lever_state.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

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