Get posts upvoted by a user. Returns cleaned data in TOON format.
AI agents call get_user_voted_posts to retrieve information from Product Hunt MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves and queries existing data (a user's voting history) without creating, modifying, deleting, or executing operations. It has no capability to change state, trigger external actions, or cause irreversible effects. The read-only nature and minimal blast radius (information disclosure only) justify low severity classification.
From the tool's definition Tool description states 'Get posts upvoted by a user' with 'Returns cleaned data' — indicates a retrieval operation with no modification or side effects. The verb 'Get' and action of querying historical voting data are characteristic of read-only operations.
Attacks that exploit this kind of access
Get posts upvoted by a user. Returns cleaned data in TOON format. It is categorised as a Read tool in the Product Hunt MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Product Hunt MCP Server MCP server in PolicyLayer and add a rule for get_user_voted_posts: 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 Product Hunt MCP Server. Nothing to install.
get_user_voted_posts 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 get_user_voted_posts 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 get_user_voted_posts. 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.
get_user_voted_posts is provided by the Product Hunt MCP Server MCP server (jing-yilin/producthunt-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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