Discover trending ML papers sorted by conference. Returns title, authors, venue, and links to high-impact recent research.
Part of the Paperswithcode server.
Free to start. No card required.
AI agents call trending_papers to retrieve information from Paperswithcode 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 trending_papers 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.
{
"version": "1",
"default": "deny",
"tools": {
"trending_papers": {}
}
}See the full Paperswithcode policy for all 24 tools.
These attack patterns abuse exactly the kind of access trending_papers gives an agent. Each links to the full case and the policy that stops it:
Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.
Discover trending ML papers sorted by conference. Returns title, authors, venue, and links to high-impact recent research.. It is categorised as a Read tool in the Paperswithcode MCP Server, which means it retrieves data without modifying state.
Register the Paperswithcode MCP server in PolicyLayer and add a rule for trending_papers: 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 Paperswithcode. Nothing to install.
trending_papers 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 trending_papers 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 trending_papers. 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.
trending_papers is provided by the Paperswithcode MCP server (https://gateway.pipeworx.io/paperswithcode/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 24 Paperswithcode tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
Free to start. No card required.
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