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Ali1041

Leadloadz

search_leads

Find B2B leads by role, company, location, or technology. Returns verified contacts with deliverability scores.

Instructions

Search indexed B2B contacts by role, company, location, or technology. Read-only; returns verified leads with deliverability scores. Requires API key. Rate limit: 30/min per user. Use verify_email after discovery to confirm deliverability before outreach.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSpecific natural-language search query. Narrow criteria yield better precision (e.g., 'CTOs at Series A B2B SaaS in London')
limitNoMaximum results to return. Default: 10. Cap: 50. Higher values consume more quota.
Behavior5/5

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

With no annotations, the description fully covers behavioral traits: read-only, returns verified leads with deliverability scores, requires API key, and rate limit of 30/min per user.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with purpose, no wasted words. Each sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 2-param search tool with no output schema, the description adequately explains input (search criteria), behavior (read-only, deliverability scores), constraints (rate limit, API key), and follow-up action (verify_email). Complete.

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 coverage is 100% and schema descriptions already detail both parameters. The tool description adds no new parameter information beyond what's in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states it searches indexed B2B contacts by role, company, location, or technology. Distinct from siblings get_user_stats and verify_email.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides guidance on when to use (searching leads) and recommends verify_email for further action. Lacks explicit when-not-to-use but implies context.

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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