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memory_search

Read-only

Find anything known about a topic by full-text searching all memory nodes.

Instructions

Full-text search across all memory nodes. Use to find anything known about a topic.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYesSearch terms
project_idNoLimit to a specific project. Omit to search all.
include_inactiveNoInclude stale, superseded, archived, and expired records
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the description adds minimal behavioral context beyond stating it performs full-text search. It does not disclose result format or pagination behavior.

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?

Two sentences with no wasted words. The first sentence front-loads the core functionality, making it immediately actionable.

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?

For a search tool with no output schema, the description omits what the output looks like (e.g., matching records with relevance scores). It adequately covers the input but misses output context.

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 75%, so the schema already describes most parameters. The description does not add further meaning to the parameters beyond what the schema provides, meeting the baseline.

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?

Description clearly states the tool performs full-text search across all memory nodes, with explicit usage guidance. This differentiates from siblings like memory_read (specific key lookup) and memory_write (write operation).

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 suggests using it to find anything known about a topic, but does not specify when not to use it or contrast with alternatives like context_get or memory_read. Usage context is implied but not explicit.

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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