Low Risk

scrape_instagram

Scrape Instagram profile posts. Returns caption, likes, comments, date, media URL.

Part of the AiPayGen server.

scrape_instagram is read-only, but an agent in a loop can still rack up calls and cost. PolicyLayer caps every call before it runs. Live in minutes.

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AI agents call scrape_instagram to retrieve information from AiPayGen without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.

Even though scrape_instagram only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.

Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "scrape_instagram": {}
  }
}

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These attack patterns abuse exactly the kind of access scrape_instagram gives an agent. Each links to the full case and the policy that stops it:

Browse the full MCP Attack Database →

Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so scrape_instagram only ever does what you allow.

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Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.

What does the scrape_instagram tool do? +

Scrape Instagram profile posts. Returns caption, likes, comments, date, media URL.. It is categorised as a Read tool in the AiPayGen MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on scrape_instagram? +

Register the AiPayGen MCP server in PolicyLayer and add a rule for scrape_instagram: 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 AiPayGen. Nothing to install.

What risk level is scrape_instagram? +

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

Can I rate-limit scrape_instagram? +

Yes. Add a rate_limit block to the scrape_instagram 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 scrape_instagram completely? +

Set action: deny in the PolicyLayer policy for scrape_instagram. 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 scrape_instagram? +

scrape_instagram is provided by the AiPayGen MCP server (aipaygen-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every AiPayGen tool call.

Deterministic rules across all 106 AiPayGen tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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