Search for code by behavior patterns like file I/O, networking, cryptography, string operations, or memory allocation.
AI agents call semantic_code_search to retrieve information from Kawaiidra MCP without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
semantic_code_search performs code pattern matching within a binary analysis context, which is inherently a retrieval/discovery operation. It has no side effects on the binary, the system, or any data. No modifications are made, no external code is executed by the tool itself, and no data is destroyed.
From the tool's definition Tool description states 'Search for code by behavior patterns' — this is a query operation that retrieves or identifies patterns within binary analysis without modifying, executing, or deleting anything.
Documented attack patterns abuse exactly the kind of access semantic_code_search gives an agent:
PolicyLayer is an MCP gateway — it sits between your AI agents and Kawaiidra MCP, and nothing reaches the server without passing your rules. This is the rule we recommend for semantic_code_search:
{
"version": "1",
"default": "deny",
"tools": {
"semantic_code_search": {}
}
} semantic_code_search 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.
Search for code by behavior patterns like file I/O, networking, cryptography, string operations, or memory allocation. It is categorised as a Read tool in the Kawaiidra MCP MCP Server, which means it retrieves data without modifying state.
Register the Kawaiidra MCP server in PolicyLayer and add a rule for semantic_code_search: 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 Kawaiidra MCP. Nothing to install.
semantic_code_search 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 semantic_code_search 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 semantic_code_search. 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.
semantic_code_search is provided by the Kawaiidra MCP server (wagonbomb/kawaiidra-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Start from Kawaiidra MCP, 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.
94 Kawaiidra MCP tools catalogued and risk-classified — across an index of 43,000+ MCP servers.