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imshibaji

Headless Lead Scraping MCP Server

by imshibaji

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    TDQS

    A3.7/5.0

    Scored across 8 tools

    Disambiguation4/5

    Each tool has a clear primary purpose, but search_web and find_leads overlap somewhat since find_leads internally uses web search. However, the descriptions clarify that find_leads is a higher-level lead-finding workflow, so ambiguity is limited.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern (search_web, scrape_page, extract_leads, find_leads, list_stored_leads, filter_leads, export_leads, clear_stored_leads). This makes the toolset predictable and easy to navigate.

    Tool Count5/5

    With 8 tools, the scope is well-balanced: a few for data acquisition, one orchestrator, and several for managing stored leads. It's neither thin nor bloated, and each tool earns its place.

    Completeness4/5

    The surface covers lead discovery, extraction, storage, listing, filtering, export, and clearing. Missing individual lead deletion/update is a minor gap, but the core lead management lifecycle is well covered.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues