Semantic memory add (user_id based)
AI agents use semantic_memory_add to create or update resources in Universal Dev MCP — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Universal Dev MCP environment.
This tool creates or adds entries to a semantic memory store indexed by user_id. This is a reversible write operation—data can be modified or removed later. It does not execute arbitrary code, delete data irreversibly, or move money. The blast radius is medium: if misused by an agent, it could pollute the memory store with incorrect or malicious entries, but the damage is not irreversible and is scoped to a user_id.
From the tool's definition Tool name 'semantic_memory_add' combined with 'add' action indicates creation or modification of data. The description specifies 'user_id based' storage, suggesting persistent data creation.
Attacks that exploit this kind of access
Semantic memory add (user_id based). It is categorised as a Write tool in the Universal Dev MCP MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Universal Dev MCP server in PolicyLayer and add a rule for semantic_memory_add: 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 Universal Dev MCP. Nothing to install.
semantic_memory_add is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the semantic_memory_add 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_add. 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_add is provided by the Universal Dev MCP server (kallusuvaidyam/universal_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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