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GoHighLevel MCP

GoHighLevel MCP

by NerdSnipe-Inc
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

ghl_get_pipelines

Retrieve all pipelines and stages from a GoHighLevel location to monitor deal progress and manage opportunities.

Instructions

Get all pipelines and their stages in the GHL location.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "ghl_get_pipelines"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.2.4

TDQS

A4.2/5.0
Behavior4/5

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

The description discloses that the tool is a read operation ('Get'), returns all pipelines and their stages, and is scoped to the GHL location. This conveys the key behavioral traits, especially since no annotations are provided.

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?

A single, well-structured sentence that front-loads the action and resource. No unnecessary words or repetition.

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, zero-parameter read-only getter, the description adequately explains what the tool returns (all pipelines and stages) within the location context. It omits output format details, but no output schema exists, and the description at least names the returned data.

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

Parameters4/5

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

The tool has zero parameters, so the schema fully covers the input. The description adds no parameter-specific info, but with no parameters, the baseline score of 4 applies.

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 action (Get), the resource (all pipelines and their stages), and the scope (in the GHL location). This distinguishes it from sibling tools that operate on different resources like opportunities or workflows.

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 is implied by the description and tool name: use this tool when you need to retrieve pipeline definitions and their stages. However, there is no explicit mention of when not to use it or alternatives, so it relies on inference.

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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