market_research_brief

Active

declared in 0.2.0

Generate a structured, sourced market research brief on any market, sector or industry. Returns a machine-readable note with six sections: an executive overview, a market-size estimate (with assumptions and sources — no invented figures), key players, demand & technology trends, risk factors, and a traceable source list. When to use this tool: an agent needs to assess a new market, validate a business opportunity, prepare a pitch, or benchmark a sector before a strategic decision. Data is assembled live from keyless public sources: Wikipedia (sector context), World Bank (macro GDP/population for market sizing), REST Countries (geo context). Fields that cannot be sourced are marked 'unavailable' rather than estimated. Inputs: topic (required), geo and sector (optional refinements).

Parameters schema

{
  "type": "object",
  "required": [
    "topic"
  ],
  "properties": {
    "geo": {
      "type": "string",
      "maxLength": 100,
      "description": "Optional geography to scope the brief (country name, region, or continent — e.g. 'France', 'Southeast Asia')"
    },
    "async": {
      "type": "boolean",
      "description": "If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts."
    },
    "topic": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "Market or sector to research (e.g. 'electric vehicle batteries', 'B2B SaaS CRM Europe', 'telemedicine Africa')"
    },
    "sector": {
      "type": "string",
      "maxLength": 100,
      "description": "Optional parent sector to disambiguate the topic (e.g. 'healthcare', 'energy', 'software')"
    }
  }
}

What this tool wraps· 1 endpoint

min confidence0.70 0.50

Data resourceWikipedia REST API
Wikimedia · knowledge
name mention0.60

Parent server

gapup-mcp

https://github.com/getgapup/gapup-mcp-public

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