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NerdSnipe-Inc

Lofty MCP Server

Official

generateCallScript

Create an AI-generated call script for a lead using the lead ID. Optionally specify an agent ID to tailor the script.

Instructions

Generate an AI call script for a lead.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
leadIdYesLead ID
agentIdNoAgent ID (optional)
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only states the action without disclosing side effects, idempotency, authentication needs, or what happens to the generated script (e.g., saved, returned).

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

Conciseness3/5

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

The description is a single sentence with no redundancy, but it is too brief to be fully informative. It earns its place but could include more detail without losing conciseness.

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?

Given no output schema and no annotations, the description fails to explain what the tool returns or its behavioral impact. For a generative tool, more context is needed for an AI agent to use it correctly.

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

Parameters2/5

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

The schema already provides basic descriptions for both parameters (leadId and agentId). The tool description adds no additional meaning about how the parameters are used, such as why agentId is optional or what role it plays in script generation.

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 tool generates an AI call script for a lead, specifying verb, resource, and subject. However, it does not differentiate from sibling tools like generateCallSummary or generatePrepareInsight.

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?

There is no guidance on when to use this tool versus alternatives or any prerequisites. The description is a single line with no context about usage conditions.

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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