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ghl-mcp-server-v2

by zackscriven

ghl_pipeline_list

Read-onlyIdempotent

List all pipelines and their stages for a location. Provide the location ID to retrieve the full pipeline structure with stages.

Instructions

Lists pipelines (and their stages) for a location. Named as its own pipeline_* tool per house convention even though it lives under the /opportunities path in the spec. Get Pipelines Endpoint: GET /opportunities/pipelines (Version header: v3; source: v3/opportunities-v3.json) OAuth scopes: opportunities.readonly

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationIdYesIdentifier of the location (sub-account) to retrieve pipelines for
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. The description adds the endpoint details and OAuth scopes, and mentions that stages are included. However, it does not describe the return structure or pagination, which would be helpful given no output schema.

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 very concise, consisting of two sentences plus endpoint details. It front-loads the core functionality and avoids unnecessary information.

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?

Given the simple nature of the tool (one required param, read-only) and annotations covering safety, the description is mostly complete. It lacks details about the response structure (e.g., shape of pipelines and stages), but the core purpose is well-conveyed.

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?

Only one parameter (locationId) with full schema coverage. The description does not add any additional meaning beyond what the schema already provides, so baseline score of 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 it 'lists pipelines (and their stages) for a location,' specifying the verb and resource. It also distinguishes itself by noting it's named as a pipeline tool per convention despite living under the opportunities path.

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?

No explicit guidance on when to use this tool versus alternatives, but it is the only pipeline list tool among siblings, reducing confusion. The endpoint and OAuth scopes are provided but do not specify usage context.

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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