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load_more_companies

Read-only

Load more companies from a previous search_companies result. Call this when the user says 'show more', 'load more', or 'more companies'. Pass the same criteria as the original search plus offset = number of companies already shown.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
offsetYesNumber of companies already shown
industryYes
locationNo
company_sizeNo
technologiesNo
hiring_growthNo
funding_statusNo
revenue_growthNo
product_launchesNo
recent_acquisitionsNo

TDQS

A4.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint: true and destructiveHint: false, so the read-only nature is known. The description adds useful context about being a follow-up to a previous search and how offset is calculated, but does not detail return format or edge cases, which is acceptable given the 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 sentences, front-loaded with the purpose, then usage instructions. Every sentence earns its place with no unnecessary words.

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

Completeness4/5

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

For a pagination tool with no output schema and a complex parameter set, the description covers the key context: prior result dependency, trigger phrases, and offset meaning. Minor omissions like default limit or return structure are not critical since the tool is essentially a paged version of search_companies.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 9% (offset is described), but the description compensates by telling the caller to pass the same criteria as the original search, giving all 11 parameters collective meaning. It specifically explains offset as 'number of companies already shown', which is crucial for correct usage.

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 'Load more companies from a previous search_companies result' with a specific verb and resource. It distinguishes itself from the sibling search_companies and load_more_contacts by targeting pagination of company results.

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?

Explicitly lists trigger phrases ('show more', 'load more', 'more companies') and instructs to pass the same criteria plus offset. It implies a prerequisite of a prior search but does not explicitly call out when not to use or name alternative tools, so it falls short of a 5.

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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TDQS

B3.4/5.0
Disambiguation2/5

Several tools occupy nearly identical roles (create_contact/add_contacts/save_contacts_to_crm/upload_contacts; add_companies/create_company; search_contacts/search_crm_contacts/find_contacts_at_companies), and the names don't clearly reveal whether they operate on saved or prospected data. Although the descriptions clarify some boundaries, an agent would frequently need to read many descriptions carefully to avoid mis-selection.

Naming Consistency4/5

Most tools follow a snake_case verb_noun pattern such as list_campaigns, create_deal, and update_contact. Minor deviations like company_intelligence, get_icp, load_more_contacts, and the inconsistent use of add_/create_/upload_/save_ for similar creation actions keep it from being fully consistent.

Tool Count1/5

51 tools is far beyond the well-scoped range and exceeds the 50+ extreme threshold. Even for a broad CRM/prospecting/marketing platform, exposing this many tools at once makes agent selection costly and unwieldy.

Completeness2/5

Contact and company creation/read/update are covered, but delete is absent across the board, and campaigns can be drafted, listed, and measured but not edited, activated, paused, or deleted. Deals, forms, and landing pages also lack update/delete lifecycle actions, creating meaningful dead ends for common CRM workflows.

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