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Natden444

Pick an Agency

Search marketing agencies

search_agencies
Read-only

Search 47,000+ marketing agencies by service, location, industry, and rating. Returns top matches with profile links.

Instructions

Search Pick an Agency's directory of 47,000+ marketing agencies. Filter by free-text query, service (e.g. SEO, paid ads, social media), country, city, industry, and minimum rating. Returns the top matches with location, rating, reviews and profile link.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoFree-text search (agency name, keyword).
serviceNoService, e.g. 'SEO', 'Social Media Marketing', 'Paid Advertising'.
countryNoCountry, e.g. 'United States', 'France'.
cityNoCity, e.g. 'Berlin', 'New York'.
industryNoIndustry focus, e.g. 'SaaS', 'Healthcare'.
min_ratingNoMinimum overall rating (0-5).
limitNoMax results (default 10).
Behavior3/5

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

Annotations already indicate read-only and open-world. Description adds that it returns top matches with location, rating, reviews, and profile link, but does not discuss ordering, pagination, or rate limits.

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 sentences, no redundancy, key information front-loaded (search directory, size, filters, return fields).

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

Completeness3/5

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

Covers core functionality and return fields, but lacks details on result ordering, default limit behavior, and interaction with sibling tools. For a search tool with 7 parameters, could be more complete.

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 coverage is 100%. Description lists most parameters and provides examples for some (service: 'SEO', 'Social Media Marketing'), adding context beyond the schema descriptions.

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

Purpose4/5

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

Clearly states it searches a directory of marketing agencies, lists filterable criteria, and describes return fields. Distinguishes from siblings only by implication (get_agency likely fetches a single agency).

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?

No guidance on when to use this tool vs siblings (get_agency, match_agencies) or when not to use it. Does not specify prerequisites or 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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