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Search memories

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Read-only

Search this user's persistent memory (Cortex). Call it at the START of every conversation and before any answer that depends on who the user is or on what you did together before: the user must not have to repeat themselves. Returns results with id, title and url to cite. If it returns nothing, the memory is new or empty: tell the user once that you are connected to Cortex and offer to save what you are working on with cortex_write.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesQuery in linguaggio naturale

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsYes

TDQS

A4.5/5.0
Behavior5/5

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

Beyond the readOnlyHint and non-destructive annotations, the description discloses the empty-result behavior, instructs the agent to communicate Cortex connection to the user only once, and defines the expected follow-up action. This gives meaningful behavioral guidance an agent would not otherwise know.

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 compact and front-loaded with the core purpose, then proceeds to usage timing, return values, and empty-result handling. Every sentence contributes essential information without fluff.

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

Completeness5/5

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

For a single-parameter, read-only search tool with an output schema, the description covers purpose, when to invoke it, what results look like, and how to behave on empty results. An agent has everything needed to call it correctly.

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?

With one parameter and 100% schema description coverage, the schema already explains that query is a natural-language query. The tool description does not add deeper meaning about query syntax, formatting, or examples, so the baseline of 3 is appropriate.

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 names a specific verb and resource: 'Search this user's persistent memory (Cortex).' It clearly differentiates itself from write-oriented siblings by framing the tool as the read/search entry point, and it states exactly what results contain (id, title, url).

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 gives explicit, actionable timing: 'Call it at the START of every conversation and before any answer that depends on who the user is or on what you did together before.' It also explains what to do when nothing is returned and names cortex_write as the follow-up. It does not explicitly discuss when not to use this tool versus alternative sibling tools, so it stops short of a 5.

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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TDQS

A4/5.0
Disambiguation4/5

Search and recall both retrieve from memory and could be confused, but the descriptions distinguish search as returning results and recall as producing a narrative synthesis. cortex_write_status and cortex_conflicts also both touch conflicts, but one is tied to a specific queued write, so agents can mostly choose correctly.

Naming Consistency3/5

Most tools share a cortex_ prefix and verb-like names such as write, forget, and recall, but cortex_conflicts is a noun, cortex_write_status is a verb+noun compound, and fetch/search lack the prefix. The convention is readable but not consistently applied.

Tool Count5/5

Seven tools cover the memory domain without bloat. Each tool maps to a distinct operation, and the count feels well-scoped for a persistent memory server.

Completeness5/5

The surface covers the core memory lifecycle: write, search/recall, fetch by id, delete, and conflict/status inspection. No obvious dead ends or missing operations for the stated purpose.