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ghl-mcp-server-v2

by zackscriven

ghl_voice_ai_create_action

Create actions for voice AI agents to control call behaviors: transfers, data extraction, workflows, SMS, and appointments.

Instructions

Create Agent Action Create a new action for a voice AI agent. Actions define specific behaviors and capabilities for the agent during calls. Endpoint: POST /voice-ai/actions (Version header: v3; source: v3/voice-ai-v3.json) OAuth scopes: voice-ai-agent-goals.write

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bodyYesRequest body (schema carried verbatim from the official OpenAPI spec).
Behavior3/5

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

Annotations already indicate readOnlyHint=false (write operation). Description adds OAuth scopes and endpoint details, providing moderate behavioral context. Does not disclose side effects beyond creation.

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

Conciseness4/5

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

Description is short (two sentences plus endpoint/scopes). Front-loaded with purpose. Minor redundancy: 'Create Agent Action' repeats annotation title.

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

Completeness2/5

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

Complex tool with many action types (oneOf), but description provides no overview of action types or how to choose one. No output schema, and description doesn't hint at response. Missing high-level context.

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 all parameters. The tool description adds no parameter information, but the schema compensates fully. Baseline 3 is appropriate.

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 'Create a new action for a voice AI agent' which is a specific verb and resource. It differentiates from sibling tools like delete, update, and get actions.

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 versus alternatives (e.g., when to create vs update). No prerequisites or context about when this action type is needed.

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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