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ghl-mcp-server-v2

by zackscriven

ghl_contact_add_remove_from_business

Add or remove a business association from up to 50 contacts at once by passing a business ID or null to clear the association.

Instructions

Add/Remove Contacts From Business Add/Remove Contacts From Business . Passing a null businessId will remove the businessId from the contacts Endpoint: POST /contacts/bulk/business (Version header: v3; source: v3/contacts-v3.json)

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 indicate non-readOnly and non-destructive. The description adds that passing null removes the businessId, providing behavioral insight. However, it doesn't detail idempotency or side effects beyond the null behavior.

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?

The description is concise with two sentences plus endpoint info. It front-loads the purpose. The endpoint line could be considered redundant but not harmful.

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?

For a bulk operation with nested objects and no output schema, the description lacks outcome details (success/failure, partial updates, response structure). Annotations provide some context but insufficient for a complex tool.

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?

The input schema covers 100% of parameters with descriptions. The description adds value by noting that null businessId removes the association. Baseline 3 achieved with slight extra context.

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 'Add/Remove Contacts From Business' and explains that passing null businessId removes the association. The resource (contacts) and action (assign/remove business) are clear, but it does not explicitly differentiate from sibling contact tools.

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. No prerequisites, context, or when-not scenarios are provided.

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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