Find related work by searching both ArXiv and Semantic Scholar simultaneously. Args: research_question: The research question or topic to find related work for max_results_per_source: Number of results per source (default 5)
Part of the STIL Lab Assistant server.
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AI agents call find_related_work to retrieve information from STIL Lab Assistant 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 find_related_work 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": {
"find_related_work": {}
}
}See the full STIL Lab Assistant policy for all 8 tools.
These attack patterns abuse exactly the kind of access find_related_work 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.
Find related work by searching both ArXiv and Semantic Scholar simultaneously. Args: research_question: The research question or topic to find related work for max_results_per_source: Number of results per source (default 5). It is categorised as a Read tool in the STIL Lab Assistant MCP Server, which means it retrieves data without modifying state.
Register the STIL Lab Assistant MCP server in PolicyLayer and add a rule for find_related_work: 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 STIL Lab Assistant. Nothing to install.
find_related_work 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 find_related_work 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 find_related_work. 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.
find_related_work is provided by the STIL Lab Assistant MCP server (oci:ghcr.io/khalid-tounoussi-1/stil-ets-mcp:1.0.0). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Deterministic rules across all 8 STIL Lab Assistant tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.
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