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LadybugDB

mcp-server-ladybug

Official
by LadybugDB

query

Execute Cypher queries to retrieve or manipulate data in the LadybugDB graph database.

Instructions

Use this to execute a Cypher query on the LadybugDB database

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesCypher query to execute on the LadybugDB graph database
Behavior2/5

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

No annotations are provided, and the description fails to disclose behavioral traits such as whether queries are read-only, modification capabilities, rate limits, or authentication needs. The description only states the basic action.

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 a single, concise sentence that directly conveys the tool's purpose. No extraneous information is present.

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?

Given the simplicity of the tool (one parameter, no output schema, no annotations), the description is adequately complete in stating the primary function. However, it lacks behavioral context such as mutation restrictions or error behavior, which might be needed for safe usage.

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 100% with the parameter already having a description. The tool description adds no additional meaning beyond what the schema provides, resulting in redundancy without added value.

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 'execute' and the resource 'Cypher query on the LadybugDB database'. It is specific and unambiguous, with no sibling tools requiring differentiation.

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 phrase 'Use this to' explicitly indicates when to use the tool. No exclusions or alternatives are needed as there are no sibling tools, but prerequisites or restrictions are not mentioned.

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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