List buying signals
list_opportunitiesReplies Getlead classified as opportunities, with their status and estimated value.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Filter by pipeline status |
list_opportunitiesReplies Getlead classified as opportunities, with their status and estimated value.
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | Filter by pipeline status |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior, so the safety profile is covered. The description adds minor context by indicating only opportunities are returned and that status and estimated value are included, but it does not explain pagination, filtering details, or return structure.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single short sentence with no filler. It is slightly hurt by the typo 'Replies Getlead' and by not being front-loaded with the resource name, but it remains efficient.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple read-only list with one optional parameter and no output schema, the description gives enough to understand the general purpose. However, it omits what status values exist, how the list is ordered or paginated, and what 'estimated value' looks like in the response.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, and the status parameter is already described as a pipeline status filter. The description adds no extra meaning about accepted values or behavior beyond what the schema provides, so the baseline score of 3 applies.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states that the tool returns leads classified as opportunities along with their status and estimated value, making the core function clear. It does not explicitly distinguish itself from sibling tools like crm_leads or get_list_leads, so it misses the top score.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance about when to use this tool instead of alternatives such as crm_leads, get_list_leads, or update_opportunity. The title 'List buying signals' implies a use case, but the description provides no explicit context 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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