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danielsimonjr

Enhanced Knowledge Graph Memory Server

entity_neighbors

Retrieve incoming and outgoing relations for an entity with degree counts. Provides a lightweight graph-topology view without full entity details.

Instructions

v12.5.0 — Incoming + outgoing relations for one entity, plus in/out degree counts. Lighter than inspect_entity when you only need the graph-topology view.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesEntity name
Behavior3/5

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

No annotations provided, so description carries full burden. It discloses that the tool returns relations and degree counts and is lighter than inspect_entity, implying it's read-only and efficient, but does not mention error handling, authorization needs, or scope limitations.

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?

Extremely concise: one effective sentence with a version tag and a comparative note, front-loaded with core functionality, no wasted words.

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?

Tool is simple with one parameter, but no output schema exists and description omits return format (e.g., structure of relations and degree counts). Adequate for basic use but incomplete for full agent understanding.

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 has 100% coverage (single parameter described as 'Entity name'), so baseline is 3. Description adds no extra meaning beyond the schema.

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 it returns incoming/outgoing relations and degree counts for a single entity, and distinguishes from sibling 'inspect_entity' by noting it's lighter and for graph-topology view only.

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 contrasts with inspect_entity and says when to use ('when you only need the graph-topology view'), but no explicit when-not or other 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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