Discover semantic associations for a specific memory
AI agents call memory_discover_associations to retrieve information from MCP Associative Memory Server without modifying anything — typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
This tool retrieves and queries existing memory associations without creating, modifying, deleting, executing code, or moving money. It is a read-only discovery/search operation that queries semantic relationships, which is characteristic of the Read category (search, list, get, fetch). The low severity reflects minimal blast radius even if invoked without proper intent.
From the tool's definition The tool 'memory_discover_associations' with description 'Discover semantic associations for a specific memory' performs a query/discovery operation on stored associative memory using semantic search.
Attacks that exploit this kind of access
Discover semantic associations for a specific memory. It is categorised as a Read tool in the MCP Associative Memory Server MCP Server, which means it retrieves data without modifying state.
Register the MCP Associative Memory Server MCP server in PolicyLayer and add a rule for memory_discover_associations: 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 MCP Associative Memory Server. Nothing to install.
memory_discover_associations 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 memory_discover_associations 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 memory_discover_associations. 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.
memory_discover_associations is provided by the MCP Associative Memory Server MCP server (mako10k/mcp-assoc-memory). 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.
Teams ship this data inside their own products. See what a licence covers →