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LingLens

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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 4 tools

    Disambiguation4/5

    observe_state and read_changes mostly serve distinct purposes (full snapshot vs. incremental diff), but read_changes can fall back to a full sync when the cursor is missing or expired, creating mild overlap. project_cell and health are clearly distinct from each other and from the observation tools.

    Naming Consistency4/5

    Three tools follow a consistent verb_noun snake_case pattern (observe_state, read_changes, project_cell), while health breaks the pattern as a standalone noun. The deviation is minor and the overall style remains predictable and readable.

    Tool Count5/5

    Four tools are well-scoped for an observation-only lens: full state capture, incremental change tracking, health monitoring, and coordinate projection. Each tool earns its place without redundancy or bloat.

    Completeness5/5

    The set covers the full read-only observation lifecycle: initializing a session via observe_state, polling updates via read_changes, checking connection/version/freshness via health, and translating visible coordinates via project_cell. No obvious gaps exist for the stated purpose, and agents are not left with dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources