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search_papers

Search for academic research papers on a given topic using Google Scholar scraping + BM25 ranking.

SERVERNitrostack SOURCEnitrocloudofficial/nitrostack
Low RISK CLASS
Category Read
Parameters 00 required
Recommended Allowedsee the rule below
Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/nitrostack/search-papers.md

What search_papers does on Nitrostack

AI agents call search_papers to retrieve information from Nitrostack without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

Why search_papers is rated Low

Retrieves academic papers without modifying, executing code, or causing side effects.

From the tool's definition Search for academic research papers on a given topic using Google Scholar scraping

Questions about search_papers

What does the search_papers tool do? +

Search for academic research papers on a given topic using Google Scholar scraping + BM25 ranking. It is categorised as a Read tool in the Nitrostack MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on search_papers? +

Register the Nitrostack MCP server in PolicyLayer and add a rule for search_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 Nitrostack. Nothing to install.

What risk level is search_papers? +

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

Can I rate-limit search_papers? +

Yes. Add a rate_limit block to the search_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.

How do I block search_papers completely? +

Set action: deny in the PolicyLayer policy for search_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.

What MCP server provides search_papers? +

search_papers is provided by the Nitrostack MCP server (nitrocloudofficial/nitrostack). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

More on Nitrostack, and thousands of servers like it.

// THE MCP REGISTRY

PolicyLayer tracks 44,603 MCP servers and 515,000+ tools.

Every server has a live record: who publishes it, whether it answers without auth, its risk grade, every tool classified, the recommended policy. This page is one line of Nitrostack's. Pull the full record:

Teams ship this data inside their own products. See what a licence covers →

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