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operant-mcp

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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

    A3.6/5.0

    Scored across 51 tools

    Disambiguation4/5

    Tools are grouped by domain prefixes (pcap_, recon_, sqli_, etc.) and each description specifies a unique technique. Minor overlap exists between clickjacking/frame-buster tools and cookie/role manipulation tools, but the descriptions are explicit enough to avoid serious misselection.

    Naming Consistency4/5

    All tool names follow snake_case with clear domain prefixes, making them readable and predictable. However, verb placement is inconsistent—some use noun_verb (cloudtrail_analyze), others verb_placement varies (pcap_detect_scan, sqli_blind_time)—so the pattern is not uniform.

    Tool Count2/5

    51 tools is far beyond the typical well-scoped range and makes the server unwieldy for agents. The set spans unrelated domains—web testing, PCAP analysis, memory forensics, and cloud log review—which would be better served by splitting into smaller specialized servers.

    Completeness4/5

    The tool surface is broad and deep, covering reconnaissance, SQLi/NoSQLi/XSS/SSRF, authentication flaws, PCAP analysis, and memory forensics. Minor gaps exist, such as no dedicated port scanner or LFI/RFI tester, but core offensive security workflows are well supported.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive

    Resources