List documents in a dataset by dataset name
AI agents call ragflow_list_documents_by_name to retrieve information from RAGFlow Claude 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 enumerates documents within a dataset using the dataset name as a filter parameter. It performs a read-only query operation against RAGFlow's knowledge base API. There is no data creation, modification, deletion, code execution, or financial impact. The blast radius of misuse is minimal—an attacker could enumerate documents they may already have access to, but cannot alter or delete them.
From the tool's definition Tool name 'list_documents_by_name' and description 'List documents in a dataset by dataset name' indicate a query/retrieval operation with no modification or side effects.
Documented attack patterns abuse exactly the kind of access ragflow_list_documents_by_name gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and RAGFlow Claude MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for ragflow_list_documents_by_name:
{
"version": "1",
"default": "deny",
"tools": {
"ragflow_list_documents_by_name": {}
}
} ragflow_list_documents_by_name is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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List documents in a dataset by dataset name. It is categorised as a Read tool in the RAGFlow Claude MCP Server MCP Server, which means it retrieves data without modifying state.
Register the RAGFlow Claude MCP Server MCP server in PolicyLayer and add a rule for ragflow_list_documents_by_name: 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 RAGFlow Claude MCP Server. Nothing to install.
ragflow_list_documents_by_name 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 ragflow_list_documents_by_name 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 ragflow_list_documents_by_name. 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.
ragflow_list_documents_by_name is provided by the RAGFlow Claude MCP Server MCP server (norandom/ragflow-claude-desktop-local-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from RAGFlow Claude MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
Free to start. No card required.
8 RAGFlow Claude MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.