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PeoplePerHour MCP Server and API by Cotlet

Get freelancer profile in PeoplePerHour

peopleperhour_get_freelancer_profile
Read-onlyIdempotent

Get freelancer profile in the user's own PeoplePerHour account from ChatGPT, Claude or any AI agent. Returns how to do it in PeoplePerHour step by step (screens, buttons, fields) and opens nothing by itself; then do it with the cotlet_browser_* tools in the user's PeoplePerHour Cloud Browser. PeoplePerHour's official API: PeoplePerHour has no public API and no developer docs (checked 12 Oct 2026).

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "peopleperhour_get_freelancer_profile"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true and destructiveHint=false, so safety is partly covered. The description adds genuinely non-obvious context beyond that: the tool returns instructions rather than profile data, performs no navigation itself, and there is no official PeoplePerHour API. Those are exactly the traits an agent needs to avoid misusing it, though nothing is said about the shape or length of the returned instructions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core constraint (returns instructions, opens nothing) is front-loaded in the first two sentences and the no-API fact is useful supporting evidence. There is some filler – 'from ChatGPT, Claude or any AI agent' adds nothing – and the middle sentence is a long run-on chaining the return behavior and the follow-up browser call together.

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 zero-parameter, read-only guidance tool with annotations and no output schema, the description covers what the agent must know: what it returns, that it does not act, and which tool family continues the task. Only a hint at the structure of the returned steps would make it fully 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?

There are zero parameters and no schema to explain, so the baseline of 4 applies. The description correctly implies no inputs are needed to retrieve the guide.

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 description names a specific verb and resource ('Get freelancer profile in the user's own PeoplePerHour account') and then explicitly redefines the actual behavior with 'Returns how to do it in PeoplePerHour step by step ... and opens nothing by itself.' That correction is essential because the name alone would suggest a data fetch. Sibling differentiation is only implicit (via the cotlet_browser_* handoff), not by naming a peopleperhour_* alternative such as search_freelancers.

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 intended workflow is stated clearly: call this to obtain the step-by-step recipe, then 'do it with the cotlet_browser_* tools in the user's PeoplePerHour Cloud Browser.' A reader knows exactly when this tool is the entry point. What is missing is when NOT to use it – no mention of how it relates to peopleperhour_search_freelancers or peopleperhour_get_account.

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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