atlas-introspect-mcp
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TDQS
Scored across 21 tools
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.
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.
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.
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.