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AiAgentKarl

Agent Memory MCP Server

memory_stats

Retrieve memory usage statistics including total count, namespaces, most-used, and recently updated entries.

Instructions

Speicher-Statistiken abrufen.

Zeigt: Gesamtzahl Memories, Namespaces, meistgenutzte und zuletzt aktualisierte Einträge.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden of behavioral disclosure. It explicitly states the tool shows specific statistics (total memories, namespaces, most used, recently updated), which is sufficient for a read-only stats tool. It does not mention side effects or permissions, but they are likely minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with two well-structured sentences. Every word adds value, front-loading the primary action and listing specifics.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description adequately covers the tool's functionality by enumerating the statistics returned. It could mention the output structure, but for a simple stats tool, this is sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has zero parameters, and the description does not add any param info, which is irrelevant. Per instructions, baseline for 0 parameters is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves memory statistics and specifies the exact metrics shown (total count, namespaces, most used, recently updated). This distinguishes it from sibling tools like memory_list or memory_search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the tool is for getting an overview, but it does not explicitly state when to use it over alternatives like memory_list (list entries) or memory_search (query). No when-not or prerequisite guidance is provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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