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OpsContext

by FASTPROD
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    Deploy Server
    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

    A3.8/5.0

    Scored across 22 tools

    Disambiguation4/5

    Tools cluster into clear domains (sessions, learnings, knowledge sources, project audit, monitoring) and most have a single obvious purpose. Minor overlap exists between run_audit and score_project, and between end_session and drift_status, but the descriptions are specific enough to prevent serious misselection.

    Naming Consistency4/5

    Most tools follow a snake_case verb_noun pattern (list_sources, save_session, delete_learning, score_project), making the set predictable. A few names break the pattern—audit_verify, agent_cost, drift_status, activation_status—but these are still readable and not chaotic.

    Tool Count3/5

    At 22 tools, the surface is on the heavy side and spans many distinct domains: knowledge, sessions, learnings, project audit, compliance, and licensing. The breadth is defensible, but the count lands in the 16-25 range that feels heavy for an agent to navigate.

    Completeness4/5

    Sessions and learnings have full create/read/update/delete coverage, and knowledge sources support list/read/search/reindex. Minor gaps exist—no direct tool for adding or removing knowledge sources and no remediation application for audit findings—but agents can work around them via files and reindexing.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources