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LogicMem

LogicMem MCP Server

Official
by LogicMem

logicmem_memory_session

Retrieve a complete memory session briefing with recall, sentiment analysis, constraints, intelligence insights, and identified gaps for any client.

Instructions

Full memory session briefing — recall + sentiment + constraints + intelligence + gaps.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
client_idNoClient ID
Behavior3/5

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

No annotations provided, so description must carry the burden. It states the tool returns a composite of recall, sentiment, constraints, intelligence, and gaps, but does not disclose side effects, safety, or permission requirements.

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

Conciseness3/5

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

The description is a single line, no waste, but it reads like a label rather than a complete sentence. Could be more structured with explicit verbs or bullet points.

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?

Given the simple input schema and no output schema, the description provides the core intention but lacks details on output format, whether the tool creates or retrieves a session, and how it fits with sibling tools.

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 description coverage is 100% for the single parameter 'client_id', but the description adds no extra meaning beyond the basic 'Client ID'. Baseline of 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 'Full memory session briefing' and lists components (recall, sentiment, constraints, intelligence, gaps), distinguishing it from siblings like logicmem_memory_recall which likely focuses on recall only.

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 compared to alternatives like logicmem_memory_recall or logicmem_memory_stats. The description does not provide context for selection.

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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