Enhanced hash identification with pattern matching and confidence scoring
AI agents call smart_identify_hash to retrieve information from Hashcat 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 information about hash types and performs pattern matching analysis on provided hashes. It returns metadata and confidence scores about hash identification but does not execute cracking, modify data, execute commands, delete anything, or move money. The operation is read-only analysis with no side effects, making it a Read category risk with low severity.
From the tool's definition Tool name 'smart_identify_hash' and description 'Enhanced hash identification with pattern matching and confidence scoring' indicate analysis and classification of existing hash data.
Documented attack patterns abuse exactly the kind of access smart_identify_hash gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Hashcat MCP Server, and nothing reaches the server without passing your rules. This is the rule we recommend for smart_identify_hash:
{
"version": "1",
"default": "deny",
"tools": {
"smart_identify_hash": {}
}
} smart_identify_hash is read-only, so it stays allowed — but everything else on the server is denied unless you say otherwise.
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Enhanced hash identification with pattern matching and confidence scoring. It is categorised as a Read tool in the Hashcat MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Hashcat MCP Server MCP server in PolicyLayer and add a rule for smart_identify_hash: 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 Hashcat MCP Server. Nothing to install.
smart_identify_hash 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 smart_identify_hash 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 smart_identify_hash. 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.
smart_identify_hash is provided by the Hashcat MCP Server MCP server (mordavid/hashcat-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Hashcat 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.
23 Hashcat MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.