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BusyBee3333

Keap MCP Server

by BusyBee3333

keap_list_opportunities

List and filter opportunities from Keap by user, stage, contact, or search term, with pagination support.

Instructions

List opportunities with filtering and pagination

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoResults per page
orderNoOrder by field
offsetNoPagination offset
user_idNoFilter by user ID
stage_idNoFilter by pipeline stage
contact_idNoFilter by contact ID
search_termNoSearch in title/notes
Behavior2/5

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

No annotations provided, and the description only states 'List opportunities', implying a read operation, but doesn't disclose rate limits, authentication needs, or any side effects. Minimal behavioral context.

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?

Single, clear sentence with no redundancy. Efficient for an experienced user, though it might benefit from slight expansion for completeness.

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?

With no output schema, the description should indicate what is returned (e.g., list of opportunity objects). It also lacks any guidance on required scopes or permissions. Insufficient for a tool with 7 parameters and no output schema.

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?

Schema covers all 7 parameters with descriptions (100% coverage), so the description adds little beyond summarizing 'filtering and pagination'. Baseline 3 is appropriate.

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 opportunities with filtering and pagination, distinguishing it from create/update/get tools. However, it could be more specific about the resource scope (e.g., 'your Keap account').

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 like get_opportunity or other list tools. Missing when-not-to-use or alternative suggestions.

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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