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WillHeadlee

Little Green Light MCP Server

by WillHeadlee

create_fund

Create a new fund in Little Green Light CRM by providing a name and optional description.

Instructions

Create a new fund

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes
descriptionNo
Behavior2/5

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

Annotations indicate readOnlyHint=false and openWorldHint=true, but the description adds no behavioral context beyond 'create'. It does not mention potential side effects, required permissions, or what happens upon creation. With annotations present, the description carries a reduced burden but still underperforms.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short (4 words). While concise, it omits essential information about parameters and usage, making it under-specified for an agent to use correctly.

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

Completeness1/5

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

Given the tool has two parameters and no output schema, the description should at least specify the required parameter and optional ones. It does not provide enough context for the agent to understand the fund creation process or expected outcomes.

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

Parameters1/5

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

Schema description coverage is 0%, and the description does not explain any parameter meanings. The two parameters (name and description) are not mentioned, leaving the agent to infer them solely from the schema. This fails to add value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (create) and resource (fund), making the purpose unambiguous. However, it does not distinguish itself from sibling tools like 'update_fund' or 'delete_fund', which slightly reduces clarity.

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 is provided on when to use this tool versus alternatives. There is no mention of prerequisites, typical use cases, or situations where another tool would be more appropriate.

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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