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CortexPlus

recall

Read-only

Build a context block from the user's CortexPlus memory: the passages that answer a question plus their graph neighbours, already formatted as text. Prefer this over search when you intend to answer from the user's memory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
depthNo
limitNo
queryYes
maxCharsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYes
matchesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already establish readOnlyHint=true and openWorldHint=false. The description adds that it queries the user's memory, includes graph neighbours, and returns pre-formatted text, enriching the behavioral context without contradicting annotations.

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 zero waste. The core action is front-loaded, followed by a direct usage guideline. No redundant phrasing.

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 covers purpose and usage, but for a 4-parameter tool with 0% schema coverage, it omits parameter explanations. Given an output schema exists, return details are not required, but the parameter gap makes it incomplete for correct invocation.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must explain the parameters. It only hints at query and depth via 'passages that answer a question' and 'graph neighbours,' but leaves limit and maxChars unexplained, including their defaults and constraints.

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?

States a specific verb and resource: builds a context block from the user's CortexPlus memory. It also differentiates from the sibling 'search' by specifying its preferred use case, leaving no ambiguity about what the tool does.

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?

Explicitly says 'Prefer this over search when you intend to answer from the user's memory,' giving a clear condition for using this tool instead of its key alternative. It does not mention other siblings, but the primary alternative is addressed.

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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