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lehr007-coder

GoHighLevel MCP Server

get_conversation

Retrieve a conversation from GoHighLevel by ID. Get details in markdown or JSON format.

Instructions

Get a conversation

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
conversation_idYesConversation ID
response_formatNoResponse formatmarkdown
Behavior2/5

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

No annotations are present, so the description must fully convey behavioral traits. It merely implies a read operation ('Get') but fails to disclose any details such as authentication requirements, rate limits, response format scope, or potential side effects.

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 extremely concise (3 words) but lacks any structured information. It is not wasteful, but it fails to add value. A slightly longer description could improve clarity 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 the absence of an output schema and the simplicity of the tool, the description should at least mention what is returned or any key constraints. It does not, leaving the agent with incomplete information to properly invoke and interpret results.

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?

Input schema coverage is 100%, with both parameters described. The description adds no extra meaning beyond the schema; it does not provide usage examples, formatting hints, or clarifications. Baseline score of 3 is appropriate.

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 'Get a conversation' uses a specific verb ('Get') and resource ('conversation'), clearly distinguishing it from sibling tools like 'list_conversations' which return multiple conversations. However, it does not elaborate on the scope or context of the conversation being retrieved.

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 like 'list_conversations' or other 'get_*' tools. The description lacks any context cues or caveats about prerequisites or limitations.

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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