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GMPSignal Real-Time Intelligence MCP (59 Tools)

GMPSignal Real-Time Intelligence MCP (59 Tools)

Official
by xpayrcom
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript
Hybrid

german_jobs_scraper

Scrapes German Arbeitsagentur job vacancies and extracts structured listings in real time, enabling job-market monitoring and lead generation.

Instructions

German Jobs Scraper - Arbeitsagentur Vacancies: Real-time structured data extraction feed for German Jobs Scraper - Arbeitsagentur Vacancies.

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": "german_jobs_scraper"
  }
}

Input Schema

NameRequiredDescriptionDefault
maxResultsNoMaximum number of structured items to extract.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.2/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full behavioral burden, yet it only offers 'real-time' and 'structured'. It says nothing about rate limits, pagination, source-site auth, coverage (regions, job types), freshness guarantees, or what the returned structured items contain.

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

Conciseness2/5

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

It is short, but the single sentence is circular, repeating the tool name twice in a near-identical clause, so no sentence carries new information. Brevity here comes from under-specification rather than efficient packing.

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

Completeness2/5

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

With no annotations, no output schema, and no parameter detail in prose, the definition should at minimum state what a call returns (list of vacancies with which fields), the source domain, and expected volume. None of that is present, leaving the agent unable to predict results for an otherwise simple single-param tool.

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?

There is a single optional parameter (maxResults) and schema description coverage is 100%, so the schema already explains its meaning and default. The description adds no semantics such as an upper bound, whether maxResults truncates silently, or how it interacts with pagination; baseline 3 applies.

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

Purpose2/5

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

The description restates the tool name and title almost verbatim ('German Jobs Scraper - Arbeitsagentur Vacancies ... feed for German Jobs Scraper - Arbeitsagentur Vacancies'), which is the textbook tautology case. The only added information is the data source (Arbeitsagentur) and the phrase 'structured data extraction feed', but no concrete verb-plus-resource statement of what a call actually returns.

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 when-to-use guidance, no stated exclusions, and no differentiation from the many sibling scrapers (e.g., greenhouse job radars, bolha_scraper, eu_ted_tenders_scraper). An agent must infer from the name alone that this covers German Arbeitsagentur vacancies rather than other job sources.

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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