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nicolascroce

keepsake-mcp

by nicolascroce

search_companies

Read-only

Search for companies by name, email, website, or address. Accent-insensitive matching returns relevant results.

Instructions

Search companies by name, email, website, or address. Search is accent-insensitive.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesSearch query
Behavior4/5

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

Annotations already provide readOnlyHint=true. The description adds that search is accent-insensitive, which is useful behavioral context beyond what annotations convey. No contradictions.

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?

Two concise sentences, front-loaded with the core action and resources. Every sentence adds value, no fluff.

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 simple single-parameter search tool with no output schema or nested objects, the description provides adequate context: what it searches, how it matches, and behavioral detail (accent-insensitive). Complete for its complexity.

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

Parameters5/5

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

Schema coverage is 100% with one parameter 'q' described as 'Search query'. The description adds that 'q' can match against name, email, website, or address, significantly enhancing semantic understanding beyond the generic schema description.

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 verb 'search', the resource 'companies', and the searchable fields (name, email, website, address). It distinguishes from sibling tools like 'search_contacts' which search contacts.

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

Usage Guidelines3/5

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

The description implies usage for searching companies but does not explicitly state when to use or not use this tool versus alternatives like 'list_companies' or 'get_company'. No exclusions or context provided.

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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