Memory Box MCP Server

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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

A3.5/5.0

Scored 2026-04-18 11:25 across 12 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no significant overlap. Tools target specific actions on distinct resources like memories, buckets, or system status, making it easy for an agent to select the right one. For example, get_all_memories vs. get_bucket_memories vs. search_memories are well-differentiated by scope and method.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern using snake_case, such as create_bucket, delete_memory, and get_usage_stats. This uniformity makes the set predictable and easy to parse, with no deviations in style or convention across the 12 tools.

Tool Count5/5

With 12 tools, the server is well-scoped for a memory management system, covering core operations without bloat. Each tool earns its place by addressing key needs like CRUD for memories and buckets, organization, search, and system monitoring, fitting typical expectations for such a domain.

Completeness5/5

The tool surface provides complete CRUD and lifecycle coverage for memories and buckets, including create, read, update, delete, search, and organization features. No obvious gaps exist; agents can perform all essential workflows from saving and retrieving memories to managing buckets and checking status.