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WillDent

Pipedrive MCP Server

search-leads

Read-onlyIdempotent

Search Pipedrive leads by specifying a search term. Optionally limit results or paginate with cursor.

Instructions

Search Pipedrive leads.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
termYes
limitNo
cursorNo
Behavior2/5

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

Annotations (readOnly, idempotent, non-destructive) already cover the safety profile. The description adds no additional behavioral context such as pagination behavior, rate limits, or result format, which would be beneficial.

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?

The description is only three words, which is concise but under-specified. It does not earn its space by adding value beyond the tool name. For a tool with three parameters and no schema descriptions, more detail is necessary.

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 lack of output schema and schema descriptions, the description is severely inadequate. It fails to explain search behavior, pagination, or what constitutes a 'lead,' leaving the agent with insufficient context to use the tool effectively.

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%, and the description itself does not explain any parameters. The agent must infer meaning from parameter names alone (term, limit, cursor), which is insufficient for correct usage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Search Pipedrive leads' states the action and resource clearly, but it lacks differentiation from sibling tools like search-persons or search-deals. The term 'leads' may be ambiguous without clarifying its distinct role in Pipedrive.

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 usage guidance is provided. The description does not specify when to use this tool over alternatives or mention any prerequisites, making it difficult for an agent to select correctly.

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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