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ai-visibility-scanner

submit_lead

Submit a lead for service booking

Input Schema

NameRequiredDescriptionDefault
nameYes
tierYes
emailYes
companyNo
scan_urlYes
findings_countNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / properties / scan_url / maxLength
      Added value: +2048
  2. First observed

TDQS

C2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. "Submit" implies a write/mutation with external side effects, but the description says nothing about persistence, permissions, duplicates, or confirmation behavior.

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 single short sentence is not concise so much as under-specified; it omits nearly everything an agent needs while spending words on the vague phrase "for service booking".

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?

For a 6-parameter mutation tool with no annotations, no output schema, and 0% schema documentation, the description is far too thin. An agent has no basis for supplying valid arguments or understanding the result.

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% across 6 parameters (4 required), and the description adds no meaning for any of them. Key fields like tier (enum), scan_url, and findings_count are left entirely undocumented.

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 states a verb and resource ("Submit a lead"), so an agent can grasp the basic action. However, "for service booking" is vague and there is no differentiation from siblings like scan_website or get_score_breakdown, nor any indication of what a 'lead' comprises here.

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?

There is no guidance on when to call this tool versus alternatives, no prerequisites, and no mention of the relationship to the sibling scan tools. Usage must be entirely inferred 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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