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northrosetech

GHL MCP Server

Update GHL Conversation

ghl_update_conversation
Idempotent

Update GoHighLevel conversation status by marking as starred, unread, or read. Manage conversation flags directly for better inbox organization.

Instructions

Update conversation status (starred, unread, etc.).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
starredNoStar/unstar the conversation
unreadCountNoSet unread count (0 to mark as read)
conversationIdYesConversation ID
Behavior3/5

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

Annotations already declare readOnlyHint=false and destructiveHint=false, so the description doesn't need to repeat those. It adds context by listing 'starred, unread, etc.', but doesn't disclose any additional behaviors like idempotency or side effects beyond what the schema already provides.

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 front-loads the core purpose. Every word contributes value, with no redundancy or filler.

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

Completeness4/5

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

For a simple mutation tool with full schema coverage and safety annotations, the description and schema together provide sufficient context. The 'etc.' in the description slightly overpromises beyond the two status fields in the schema, but this is minor and doesn't hinder completeness.

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%, so all parameters (starred, unreadCount, conversationId) are already documented. The description adds 'starred, unread' but doesn't provide any new meaning beyond the schema's field descriptions. 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 the tool's function: updating conversation status, with specific examples (starred, unread). The verb 'Update' and resource 'conversation' are explicit, distinguishing it from read-only siblings like ghl_get_conversation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The usage context is implied by the description, but there is no explicit statement about when to use this tool versus alternatives like sending messages or searching conversations. The description does not mention any exclusions or alternative tools.

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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