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henrychong-ai

Neo4j Knowledge Graph MCP Server

open_nodes

Retrieve specific nodes from your knowledge graph by entering their names. Gain direct access to entity details for precise memory recall.

Instructions

Open specific nodes in your knowledge graph by their names

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
namesYesAn array of entity names to retrieve
Behavior2/5

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

No annotations are provided, so the description must bear the full burden. 'Open' is ambiguous—does it retrieve, navigate, or modify? The description lacks behavioral context such as whether it's read-only or requires permissions.

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?

Single sentence of 10 words, no waste, front-loaded with verb and resource.

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 tool is simple (1 param, no output schema), but the ambiguous 'open' leaves gaps. Adequate but not fully informative for an agent.

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%, so the schema already documents the 'names' parameter. The description adds minimal value beyond restating 'by their names'.

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 clearly states the verb 'open' and resource 'nodes in your knowledge graph', specifying the action by names. It distinguishes from siblings like 'create_entities' or 'delete_entities'.

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 vs alternatives like 'read_graph' or 'search_nodes'. The term 'open' is ambiguous and no exclusions or prerequisites are given.

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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