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search_companies

Read-only

Search for companies by industry, tech stack, funding status, or growth signals. Examples: 'funded SaaS companies in NY', 'companies using Salesforce with 100+ employees'. Default limit is 5 results per page — use load_more_companies to get the next 5.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
industryNo
locationNo
company_sizeNo
technologiesNo
hiring_growthNo
funding_statusNo
revenue_growthNo
product_launchesNo
recent_acquisitionsNo

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds useful behavioral detail: default limit of 5 results per page and the need to use load_more_companies for additional results. This is meaningful beyond the annotations, though it doesn't describe the exact return structure.

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 extremely concise at just two sentences. It front-loads the purpose, then provides examples and pagination guidance without any wasted 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 search tool with no required parameters and no output schema, the description provides sufficient context to invoke the tool correctly: it explains what you can filter by, gives example queries, and mentions the pagination behavior. It doesn't describe the return fields, but that is less critical for a search tool when the name implies what is returned.

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?

Despite having 0% schema description coverage, the description compensates by introducing the key parameter categories (industry, tech stack, funding status, growth signals) and showing examples that imply parameters like location, company_size, and technologies. It also mentions the limit default. However, it does not explicitly explain all 11 parameters, so it is not a complete replacement.

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's function with a specific verb ('Search') and resource ('companies'), and lists the filtering dimensions (industry, tech stack, funding status, growth signals). It also provides two concrete examples, distinguishing it from sibling tools like search_contacts by focusing on companies.

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?

The description provides clear usage context with examples and explicitly points to the load_more_companies tool for pagination, which is a good alternative reference. However, it does not explicitly exclude other company-related tools like company_intelligence or find_competitors, so it lacks full differentiation 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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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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