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Akpughe

ultramem-mcp

by Akpughe

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get_profile

Retrieve a user's durable facts and recent activity to provide context-aware session initialization.

Instructions

Fetch the standing profile for the namespace — durable facts (static) plus what the user has been doing recently (dynamic). Inject this into your system prompt to start a session already knowing the user.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
container_tagNoNamespace — omit to use the configured default.
Behavior4/5

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

With no annotations, the description carries full burden. It discloses that the tool fetches both static and dynamic data, implying a read-only operation. It does not specify permissions or side effects, but the behavior is adequately described for a profile fetch.

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 sentences: one defining the tool's action and content, and one providing immediate usage context. No superfluous information.

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

Completeness3/5

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

The description gives a high-level idea of the profile content but lacks specifics on return structure or fields. Given no output schema, more detail could help, but the description is still usable for an AI agent.

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?

The input schema already defines the optional container_tag parameter with a clear description. The main description adds no additional parameter info, but schema coverage is 100%, so baseline 3 is appropriate.

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

Purpose4/5

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

The description clearly states the tool fetches a 'standing profile' combining static facts and dynamic recent activity. It distinguishes its purpose from siblings by focusing on profile retrieval, but does not explicitly contrast with sibling tools like recall_search or recall_timeline.

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

Usage Guidelines4/5

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

The description provides clear usage guidance: 'Inject this into your system prompt to start a session already knowing the user.' It also explains the optional parameter behavior. However, it does not mention when not to use the tool or alternatives.

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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