Busca semantica em todas as memorias do sistema (episodic, narrative, techniques, gotchas). Usa embeddings para encontrar memorias relevantes por similaridade, nao apenas keyword. Use para: - Recuperar aprendizados de producoes anteriores - Encontrar patterns que funcionaram em ofertas similares ...
AI agents call semantic_memory_search to retrieve information from Copywriting MCP Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This is a search/retrieval tool that queries a semantic memory system to find relevant past learnings and patterns. It has no side effects on data — it only reads and returns information based on similarity matching. No data is created, modified, deleted, or executed as a result of this tool's operation.
From the tool's definition Tool description states 'Busca semantica em todas as memorias do sistema' and lists use cases as 'Recuperar aprendizados', 'Encontrar patterns', and 'Buscar gotchas' — all retrieval operations.
Attacks that exploit this kind of access
Busca semantica em todas as memorias do sistema (episodic, narrative, techniques, gotchas). Usa embeddings para encontrar memorias relevantes por similaridade, nao apenas keyword. Use para: - Recuperar aprendizados de producoes anteriores - Encontrar patterns que funcionaram em ofertas similares - Cross-offer intelligence (o que funcionou em florayla pode funcionar em neuvelys) - Buscar gotchas e decisoes relevantes ao contexto atual. It is categorised as a Read tool in the Copywriting MCP Server MCP Server, which means it retrieves data without modifying state.
Register the Copywriting MCP Server MCP server in PolicyLayer and add a rule for semantic_memory_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 Copywriting MCP Server. Nothing to install.
semantic_memory_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_memory_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_memory_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_memory_search is provided by the Copywriting MCP Server MCP server (lckx777/copywriting-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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