analyze_competitive_landscape

THE RISK

Low Risk

Why analyze_competitive_landscape needs a policy

This tool queries and analyzes existing app store data to provide competitive intelligence. It retrieves metrics like competitor rankings and market share—purely analytical with no side effects. There is no capability to modify app data, execute code, or trigger external actions. This is a straightforward Read operation with low blast radius if misused.

From the tool's definition Tool name 'analyze_competitive_landscape' and description indicate data retrieval and analysis operations. The description specifies 'including top competitors and market share' and 'categories' — all informational outputs.

Documented attack patterns abuse exactly the kind of access analyze_competitive_landscape gives an agent:

POLICY

How to control analyze_competitive_landscape

PolicyLayer is an MCP gateway — it sits between your AI agents and Astro MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for analyze_competitive_landscape:

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "analyze_competitive_landscape": {}
  }
}

analyze_competitive_landscape is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.

Create a free account and register Astro MCP Server — nothing to install.
Add this policy — paste it, or build it visually.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

CAP THIS TOOL →

Free to start. No card required.

EXPLORE

Related tools and policies

More Astro MCP Server tools

Read calculate_keyword_opportunity Calculate opportunity scores for keywords based on difficulty, popularity, and competition Read compare_rankings Compare keyword rankings between two dates Read detect_ranking_anomalies Detect sudden ranking changes and anomalies that need attention Read find_low_competition_keywords Find keywords with low competition and good opportunity scores Read get_app_keywords Get all keywords tracked for a specific app Read get_app_ratings Get app rating history Read get_historical_rankings Get historical ranking data for keywords Read get_keyword_competitors Get competing apps that rank for a specific keyword with app categories

All 15 Astro MCP Server tools →

Read tools on other servers

M-Team MCP Server get_torrent_detail YouTube MCP Server search_channel Android Forensics ADB MCP Server parse_browser_history 0xarchive web3_challenge

Go deeper

The MCP Attack Database → Documented attack patterns against MCP deployments — and the policies that stop them.
Data exfiltration → How read access becomes an exfiltration channel when chained with untrusted content.
MCP token cost → What connecting this server costs in context-window tokens on every request.
Rate Limiting MCP Tool Calls: A Practical Guide →
MCP Security: Why Prompt Guardrails Aren't Enough →

FAQ

Questions about analyze_competitive_landscape

What does the analyze_competitive_landscape tool do? +

Analyze the competitive landscape for an app, including top competitors and market share with categories. It is categorised as a Read tool in the Astro MCP Server MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on analyze_competitive_landscape? +

Register the Astro MCP Server MCP server in PolicyLayer and add a rule for analyze_competitive_landscape: 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 Astro MCP Server. Nothing to install.

What risk level is analyze_competitive_landscape? +

analyze_competitive_landscape is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit analyze_competitive_landscape? +

Yes. Add a rate_limit block to the analyze_competitive_landscape 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.

How do I block analyze_competitive_landscape completely? +

Set action: deny in the PolicyLayer policy for analyze_competitive_landscape. 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.

What MCP server provides analyze_competitive_landscape? +

analyze_competitive_landscape is provided by the Astro MCP Server MCP server (timbroddin/astro-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Astro MCP Server tool call.

Start from Astro MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

CHECK YOUR STACK →