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atlas-introspect-mcp

atlas-introspect-mcp

by garland3
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Python
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    TDQS

    A3.9/5.0

    Scored across 21 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: conversations, workspaces, custom prompts, prompt files, and MCP config are cleanly separated. Even similar operations like search_conversations vs list_conversations are differentiated by their descriptions (search vs browse). No two tools appear to do the same thing.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (list_, get_, create_, update_, delete_, read_, write_, search_, upsert_, replace_) with snake_case throughout. Only 'atlas_status' deviates slightly, but it's a special health-check tool and still fits the imperative style.

    Tool Count4/5

    At 21 tools, the server is on the heavier side, but the scope (managing conversations, workspaces, prompts, prompt files, and MCP config) justifies the count. Each tool addresses a specific need, and there is no obvious duplication or bloat.

    Completeness4/5

    Workspaces, custom prompts, and MCP config all have full CRUD (or equivalent) coverage. Conversations lack create/delete, and tags are read-only, but those may be intentionally absent for an introspection tool. The ability to read and write prompt files covers the on-disk prompt management need. Minor gaps exist, but agents can work around them.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues

    Resources