market_research_brief
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...
This record as markdown: /tools/io-github-getgapup-mcp-knowledge/market-research-brief.md
What market_research_brief does on Mcp Knowledge
AI agents call market_research_brief to retrieve information from Mcp Knowledge without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
| Parameter | Type | Required | Description |
|---|---|---|---|
geo | string | — | Optional geography to scope the brief (country name, region, or continent — e.g. 'France', 'Southeast Asia') |
async | boolean | — | 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 ti |
topic | string | Yes | Market or sector to research (e.g. 'electric vehicle batteries', 'B2B SaaS CRM Europe', 'telemedicine Africa') |
sector | string | — | Optional parent sector to disambiguate the topic (e.g. 'healthcare', 'energy', 'software') |
Parameters from the server's own tool schema.
Why market_research_brief is rated Low
This tool retrieves and aggregates publicly available market data into a structured format for analysis and decision-making. It performs read-only queries against public data sources (Wikipedia, World Bank) and synthesizes the results without side effects, data modifications, or irreversible actions.
From the tool's definition Tool description states it 'Generate[s] a structured, sourced market research brief' and 'Returns a machine-readable note' with analysis of market data.
Attacks that exploit this kind of access
The rule that runs market_research_brief safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Mcp Knowledge, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For market_research_brief, this is the rule to start with:
market_research_brief is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Mcp Knowledge, apply this rule, and every market_research_brief call is checked against it from then on.
Questions about market_research_brief
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). It is categorised as a Read tool in the Mcp Knowledge MCP Server, which means it retrieves data without modifying state.
market_research_brief accepts 4 parameters: geo, async, topic, sector. Required: topic. The full parameter table on this page comes from the server's own tool schema.
Register the Mcp Knowledge MCP server in PolicyLayer and add a rule for market_research_brief: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Mcp Knowledge. Nothing to install.
market_research_brief is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the market_research_brief rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for market_research_brief. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
market_research_brief is provided by the Mcp Knowledge MCP server (https://mcp.gapup.io). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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