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comma-compliance

pipedrive-mcp

pipedrive_leads_list

Retrieve leads from Pipedrive with filters by owner, person, organization, and archived status, supporting pagination and sorting.

Instructions

List leads with filters and pagination.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
owner_idNo
person_idNo
organization_idNo
filter_idNo
cursorNo
limitNo
sortNo
archived_statusNo
Behavior2/5

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

With no annotations, the description fails to disclose important behavioral traits such as rate limits, data freshness, default sorting, or pagination mechanism. It only vaguely mentions 'pagination' without details.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

While the description is concise at 6 words, it is too sparse to be effective. It lacks structure and does not front-load critical information needed for tool selection and invocation.

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

Completeness1/5

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

Given the tool's complexity (8 parameters, no output schema, no annotations), the description is grossly incomplete. It fails to explain return format, required contexts, or how filters and pagination are implemented.

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

Parameters1/5

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

Schema description coverage is 0%, yet the description adds no meaning to the 8 parameters beyond 'filters and pagination'. Parameter semantics are completely absent, making it hard for an AI agent to understand how to invoke the tool correctly.

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 the tool lists leads and supports filters and pagination, which gives a clear purpose. However, it does not differentiate from the sibling tool 'pipedrive_leads_search' which may have overlapping functionality.

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 'pipedrive_leads_search' or other list tools. There are no explicit conditions or exclusions.

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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