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michael-ra

toolahead

by michael-ra
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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 6 tools

    Disambiguation5/5

    Each tool targets a distinct file operation: reading, listing, searching, editing, writing, and running commands. There is no overlap or ambiguity among them.

    Naming Consistency4/5

    Most tools follow verb_noun pattern (read_file, list_files, edit_file, write_file), but search and run are single verbs. The convention is mostly consistent and readable.

    Tool Count5/5

    Six tools is a well-scoped set for a workspace file server with prefetching capabilities. Each tool serves a clear purpose without bloat.

    Completeness4/5

    The core file lifecycle (read, write, edit, list, search) is covered, plus command execution. A delete_file operation is missing, which agents may need, but it is a minor gap.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources