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emielmadonna

OutreachPilot MCP Server

by emielmadonna

list_companies

Retrieve company accounts from your CRM with filters by domain or name and pagination controls. Each company is automatically linked to its contacts.

Instructions

List company accounts in your CRM. Companies are automatically linked to contacts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax companies to return. Default 50.
domainNoFilter by exact domain (e.g. 'stripe.com').
offsetNoPagination offset. Default 0.
searchNoSearch company name.
Behavior2/5

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

With no annotations provided, the description carries the full burden for behavioral disclosure. It only states the listing action and a data model fact about linking to contacts, but does not disclose return format, pagination behavior, or any limitations. This is insufficient for a tool with no annotations.

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?

The description is two short sentences with the main purpose front-loaded. It is appropriately sized and free of redundant content, though the second sentence adds marginal value.

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

Completeness2/5

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

The description is minimal and does not explain what the response looks like, given there is no output schema. It does not mention ordering, field selection, or how parameters combine, making it incomplete for an agent relying solely on the description.

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?

The input schema has 100% coverage with descriptions for all four parameters, so the description adds no additional parameter meaning. Baseline is 3 because the schema already documents limit, domain, offset, and search.

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?

The description clearly states the tool lists company accounts in the CRM with a specific verb and resource. It is distinct from sibling tools like get_company (single company) and create_company/delete_company.

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?

The description provides no guidance on when to use this tool versus alternatives like get_company or search_contacts. It lacks any exclusions or alternative recommendations, leaving the agent to infer usage 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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