lead-enrich
SMB: enrich a B2B lead + outreach angle + subject line. input=domain/company. [x402: 2.0 USDC on Base, pay-per-use]
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| input | Yes | service input |
SMB: enrich a B2B lead + outreach angle + subject line. input=domain/company. [x402: 2.0 USDC on Base, pay-per-use]
| Name | Required | Description | Default |
|---|---|---|---|
| input | Yes | service input |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the burden. It usefully discloses that the tool is pay-per-use at 2.0 USDC on Base and that it returns enrichment plus outreach angle and subject line. However, it does not state whether the call is read-only, has side effects, requires authentication, or how payment/failure cases behave.
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 compact and front-loaded: purpose first, then input format, then pricing. Every fragment adds information and there is no filler.
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 one-parameter tool with no output schema, it explains the core function, the input, and the cost, and it states what outputs to expect at a high level. It is incomplete on exact return structure and input formatting, and it offers no example or explicit guidance on choosing between this and sibling tools.
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?
The schema's 'input' property is generic ('service input'), so the description adds real meaning by specifying it as a domain/company. It still lacks a concrete format or example, leaving some ambiguity about whether to pass a bare domain, a URL, or a company name.
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 a specific verb and resource: 'enrich a B2B lead + outreach angle + subject line,' and defines the input as 'domain/company.' This clearly conveys what the tool does and separates it from sibling sales-email or content tools by focusing on lead enrichment plus angle generation.
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?
It provides clear context for when to use the tool: for SMBs, when a B2B lead needs enrichment and an outreach angle/subject line is needed, with a domain/company as input. It does not explicitly name sibling alternatives or list when not to use it, so it falls short of full explicit guidance.
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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