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Jobs Nofluffjobs

jobs_nofluffjobs
Read-only

No Fluff Jobs IT job postings (Poland and Central/Eastern Europe) for a technology or skill: title, company, category, seniority, cities, remote flag, salary range with currency, period and contract type (No Fluff Jobs requires salaries), posting date and URL, plus the total match count. From No Fluff Jobs' public search JSON. Price: $0.002 in USDC per successful call, paid with x402 (Base, Solana or Arc); failed calls are not charged.

Input Schema

NameRequiredDescriptionDefault
cityNoOptional city filter, e.g. Warszawa or remote
limitNoPostings to return, 1 to 100 (default 20)
skillYesTechnology or skill, e.g. java, python, react (required)

Output Schema

NameRequiredDescriptionDefault
cityNo
noteNo
countNo
skillNo
totalNo
sourceNo
postingsNo
checkedAtNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, and the description adds important non-schema behavior: the $0.002 per-successful-call x402 payment model, that failed calls are not charged, and that the data comes from public search JSON. It does not cover rate limits or auth details, but the cost disclosure is substantial.

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 description is front-loaded with purpose, region, and returned fields, then ends with pricing. It is mostly efficient, though the long list of output fields is somewhat redundant given that an output schema exists.

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 read-only search tool with rich schema coverage and an output schema, the description covers source, region, notable output characteristics, salary requirement, and cost. The main missing context is usage routing among many sibling job tools and any rate-limit behavior.

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 all three parameters are already documented in the input schema. The description reinforces the skill concept and mentions cities, but it does not add filtering semantics or examples beyond what the schema provides, so baseline 3 is appropriate.

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 clearly identifies the resource as No Fluff Jobs IT job postings for Poland and Central/Eastern Europe, filtered by a technology or skill. It distinguishes this source from generic job boards, though it does not use an explicit action verb like 'search' or 'retrieve'.

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 guidance on when to use this tool versus the many sibling job-board tools, nor are any alternatives or exclusions named. The regional and source context implies its niche, but an agent must infer selection criteria.

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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