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Jau-app

JauMemory MCP Server

Official
by Jau-app

analyze

Examine stored memories to identify patterns and extract actionable insights over a specified time period.

Instructions

Analyze memory patterns and extract insights

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
timeRangeNoTime range to analyze (e.g., "day", "week", "month", "all")
Behavior2/5

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

No annotations provided, so description carries full burden. It does not disclose whether the tool is read-only, modifies state, or requires authentication. The description is too brief to convey behavior.

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

Conciseness4/5

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

Single sentence, no unnecessary words. Front-loaded with action. Could be slightly more informative without losing conciseness.

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

Completeness2/5

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

With no output schema and only one parameter, description should clarify what insights are returned, example outputs, and side effects. Currently incomplete for agent decision-making.

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

Parameters3/5

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

Schema coverage is 100% with a clear enum for timeRange. Description adds 'memory patterns and insights' but doesn't elaborate on how the parameter affects analysis. Baseline 3 achieved.

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

Purpose3/5

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

Description states 'Analyze memory patterns and extract insights', which is a verb+resource but vague. It doesn't specify what 'analyze' entails or what insights are extracted. It is not clearly differentiated from siblings like 'agent_memory' or 'consolidate'.

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

Usage Guidelines2/5

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

No guidance on when to use this tool vs alternatives. No mention of prerequisites or context where analysis is appropriate.

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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