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PeoplePerHour by Cotlet

Search freelancers

search_freelancers
Read-onlyIdempotent

Freelancers by skill or keyword, with rate, rating, reviews, completed projects and skills.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoOrder. Default: most-relevant.
limitNo1 to 50. Default: 20. Keep it the same across pages.
queryNoSkill or keywords, e.g. logo design.
cursorNonext_cursor from the previous call.
min_ratingNoOnly freelancers rated at least this percent.
hourly_rateNoHourly rate band in your account currency: *-10, 10-30, 30-50 or 50-*.
top_certifiedNoOnly freelancers with a CERT level.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare this a read-only, idempotent, closed-world, non-destructive search, so safety is covered. The description adds value by enumerating the returned fields, which matters because there is no output schema. It says nothing about pagination, result caps, or empty-result behavior, which the schema only partially covers via the cursor/limit params.

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?

One short sentence, front-loaded with the resource and match axis, with the return payload stacked after it. Nothing is redundant given the schema carries the parameter detail.

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?

With seven optional params but no output schema, the field enumeration is a genuinely useful substitute for a return schema. However, for a paginated search the description never explains page traversal, result volume, or the absence of required filters, leaving gaps an agent must infer.

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?

Schema description coverage is 100%, so the baseline is 3. The description alludes to the query, rate, rating, and sort dimensions, loosely echoing four of the seven parameters, but adds no semantics beyond what the schema already states.

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?

The fragment 'Freelancers by skill or keyword' names the resource and the primary matching axis, and the trailing list ('rate, rating, reviews, completed projects and skills') signals what comes back. It is clearly distinct from search_projects/search_offers by resource, though the sentence is a noun phrase rather than a verb-led statement of action.

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?

There is no explicit when-to-use guidance, no exclusions, and no mention of the sibling that selects a single result (get_freelancer). The keyword hint ('Skill or keywords, e.g. logo design') lives in the schema, not the description, so the agent gets no routing advice here.

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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