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Anakin-Inc

Anakin

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by Anakin-Inc
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Python
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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

    A4.1/5.0

    Scored across 22 tools

    Disambiguation4/5

    Tools are mostly grouped into clearly distinct domains—scraping/research, Wire actions, monitors, and sessions—with descriptions that clarify boundaries. However, search, agentic_search, and ai_visibility_search are all search-like and could be misselected without careful reading, and wire_discover vs wire_catalog both serve a discovery purpose.

    Naming Consistency4/5

    The naming is clean and predictable overall, with strong prefixes for grouped features (wire_, monitor_, session_) and consistent snake_case. The main inconsistency is that core tools like search, scrape, map, crawl, and browser_task don't follow the same grouped convention, but the pattern is still easy to infer.

    Tool Count4/5

    22 tools is on the heavier side, but the count is justified by four distinct subdomains: web research, Wire automation, monitoring, and session management. Each tool has a real purpose, though a few auxiliary tools could potentially be merged without much loss.

    Completeness4/5

    The surface covers the main lifecycle well: discovery, scraping, crawling, deep research, browser automation, monitoring, and credentials/sessions. Minor gaps exist—such as no way to update an existing monitor's config or delete/refresh Wire credentials—but these are workarounds rather than dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources