AI agents call qd_get_heat_map to retrieve information from QuantData MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Despite the empty description, the naming convention and context of sibling tools (particularly qd_get_contract_price) and the server's stated purpose of providing data analysis capabilities without modification indicate this retrieves heat map visualization data. Heat maps in financial contexts are typically analytical displays of existing market data with no side effects.
From the tool's definition Tool name 'qd_get_heat_map' suggests data retrieval of visual/analytical market data. Sibling tools like 'qd_get_contract_price' are clearly Read operations.
Documented attack patterns abuse exactly the kind of access qd_get_heat_map gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and QuantData MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for qd_get_heat_map:
{
"version": "1",
"default": "deny",
"tools": {
"qd_get_heat_map": {}
}
}qd_get_heat_map is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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qd_get_heat_map. It is categorised as a Read tool in the QuantData MCP Server MCP Server, which means it retrieves data without modifying state.
Register the QuantData MCP Server MCP server in PolicyLayer and add a rule for qd_get_heat_map: 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 QuantData MCP Server. Nothing to install.
qd_get_heat_map 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 qd_get_heat_map 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 qd_get_heat_map. 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.
qd_get_heat_map is provided by the QuantData MCP Server MCP server (zzulanas/quantdata-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from QuantData MCP Server, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.
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50 QuantData MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.