producthunt_launches
Retrieve Product Hunt product launches. Returns paginated launch posts for a Product Hunt product using Product Hunt's ProductPageLaunches GraphQL operation.
This record as markdown: /tools/crawlora-mcp/producthunt-launches.md
What producthunt_launches does on Crawlora
AI agents call producthunt_launches to retrieve information from Crawlora 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 |
|---|---|---|---|
id | string | Yes | Product Hunt slug |
order | string | — | Product Hunt launch order |
cursor | string | — | Pagination cursor |
Parameters from the server's own tool schema.
Why producthunt_launches is rated Low
This tool queries and retrieves publicly available Product Hunt launch data. It is a read-only operation with no side effects, no code execution capability, and no ability to modify or delete data. The blast radius of misuse is minimal—an agent could retrieve excessive amounts of public data but cannot cause harm beyond potential rate-limiting issues.
From the tool's definition 'Retrieve Product Hunt product launches' and 'Returns paginated launch posts' indicate data retrieval without modification or deletion.
Attacks that exploit this kind of access
The rule that runs producthunt_launches safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Crawlora, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For producthunt_launches, this is the rule to start with:
producthunt_launches 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 Crawlora, apply this rule, and every producthunt_launches call is checked against it from then on.
Questions about producthunt_launches
Retrieve Product Hunt product launches. Returns paginated launch posts for a Product Hunt product using Product Hunt's ProductPageLaunches GraphQL operation. It is categorised as a Read tool in the Crawlora MCP Server, which means it retrieves data without modifying state.
producthunt_launches accepts 3 parameters: id, order, cursor. Required: id. The full parameter table on this page comes from the server's own tool schema.
Register the Crawlora MCP server in PolicyLayer and add a rule for producthunt_launches: 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 Crawlora. Nothing to install.
producthunt_launches 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 producthunt_launches 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 producthunt_launches. 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.
producthunt_launches is provided by the Crawlora MCP server (crawlora-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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