Analyze a session transcript or summary, reject unsafe/noisy content, auto-save low-risk memory, and queue important candidates.
AI agents use propose_memory_from_session to create or update resources in OpenMemBrain — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your OpenMemBrain environment.
This tool creates and modifies memory records autonomously ('auto-save') and queues data for storage. While it performs analysis and filtering (which are Read-like), the core action is irreversible creation/modification of persistent memory state. It does not execute arbitrary code, delete data, or move money.
From the tool's definition Tool description states 'auto-save low-risk memory' and 'queue important candidates', which involve creating or modifying memory records.
Attacks that exploit this kind of access
Analyze a session transcript or summary, reject unsafe/noisy content, auto-save low-risk memory, and queue important candidates. It is categorised as a Write tool in the OpenMemBrain MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the OpenMemBrain MCP server in PolicyLayer and add a rule for propose_memory_from_session: 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 OpenMemBrain. Nothing to install.
propose_memory_from_session 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 propose_memory_from_session 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 propose_memory_from_session. 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.
propose_memory_from_session is provided by the OpenMemBrain MCP server (mohamadalhusseinie/openmembrain). 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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