list_leads
List captured visitor contact leads.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| bot_id | Yes |
List captured visitor contact leads.
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| bot_id | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden of behavioral disclosure, but it only states that leads are listed. It does not disclose whether results are scoped to a bot, how pagination works, what permissions are needed, or what fields are returned.
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 front-loaded sentence with no wasted words, so it is concise and easy to parse. However, its brevity reflects under-specification rather than efficient communication of the information an agent needs.
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?
The tool has no annotations, no output schema, and 0% schema description coverage, yet the description only states the basic purpose. An agent would still lack critical context about required bot scoping, result limits, and return behavior.
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 0%, so the description must compensate for the two undocumented parameters. It says nothing about bot_id, which is required, or limit, which defaults to 100, leaving both parameters semantically unexplained.
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 uses a specific verb and resource: 'List captured visitor contact leads.' It clearly identifies the resource as visitor contact leads, though it does not distinguish this operation from sibling tools such as export_leads or configure_lead_capture.
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 on when to use this tool versus alternatives like export_leads, nor any mention of filtering, pagination, or prerequisites. The only implied usage is that the tool lists leads, which is already evident from the name.
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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