聚合研究上下文数据（任务信息、文件内容、附加上下文），返回给宿主 LLM 进行分析。
AI agents call qflow_research to retrieve information from Qflow without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
The tool retrieves and aggregates existing context data (task information, file contents, additional context) and returns it for analysis. This is a read/query operation with no described side effects, writes, or destructive actions.
From the tool's definition 聚合研究上下文数据（任务信息、文件内容、附加上下文），返回给宿主 LLM 进行分析 — aggregates research context data (task info, file contents, additional context) and returns it to the host LLM for analysis
Documented attack patterns abuse exactly the kind of access qflow_research gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Qflow, and nothing reaches the server without passing your rules. This is the rule we recommend for qflow_research:
{
"version": "1",
"default": "deny",
"tools": {
"qflow_research": {}
}
}qflow_research is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
Free to start. No card required.
聚合研究上下文数据（任务信息、文件内容、附加上下文），返回给宿主 LLM 进行分析。. It is categorised as a Read tool in the Qflow MCP Server, which means it retrieves data without modifying state.
Register the Qflow MCP server in PolicyLayer and add a rule for qflow_research: 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 Qflow. Nothing to install.
qflow_research 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 qflow_research 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 qflow_research. 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.
qflow_research is provided by the Qflow MCP server (pangu-immortal/qflow). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Qflow, 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.
50 Qflow tools catalogued and risk-classified — across an index of 43,000+ MCP servers.