create_reflection

Persist an agent reflection \u2014 a generalized lesson distilled from experience, backed by evidence entities. Deduplicated by evidence hash; scoped to session, project, or global.

SERVEREnhanced Knowledge Graph Memory Server SOURCEdanielsimonjr/memory-mcp

Medium RISK CLASS

Category Write

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/danielsimonjr-memory-mcp/create-reflection.md

WHAT IT DOES

What create_reflection does on Enhanced Knowledge Graph Memory Server

AI agents use create_reflection to create or update resources in Enhanced Knowledge Graph Memory Server, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Enhanced Knowledge Graph Memory Server environment.

RISK

Why create_reflection is rated Medium

Creates and stores reflection data persistently with no deletion or financial impact; reversible write operation.

From the tool's definition Persist an agent reflection, backed by evidence entities. Deduplicated by evidence hash.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs create_reflection safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Enhanced Knowledge Graph Memory Server, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For create_reflection, this is the rule to start with:

create_reflection Rate-limited

create_reflection stays usable, but capped: an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "create_reflection": {
      "limits": [
        {
          "counter": "create_reflection_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Enhanced Knowledge Graph Memory Server, apply this rule, and every create_reflection call is checked against it from then on.

FAQ

Questions about create_reflection

What does the create_reflection tool do? +

Persist an agent reflection \u2014 a generalized lesson distilled from experience, backed by evidence entities. Deduplicated by evidence hash; scoped to session, project, or global. It is categorised as a Write tool in the Enhanced Knowledge Graph Memory Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on create_reflection? +

Register the Enhanced Knowledge Graph Memory Server MCP server in PolicyLayer and add a rule for create_reflection: 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 Enhanced Knowledge Graph Memory Server. Nothing to install.

What risk level is create_reflection? +

create_reflection is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit create_reflection? +

Yes. Add a rate_limit block to the create_reflection 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.

How do I block create_reflection completely? +

Set action: deny in the PolicyLayer policy for create_reflection. 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.

What MCP server provides create_reflection? +

create_reflection is provided by the Enhanced Knowledge Graph Memory Server MCP server (danielsimonjr/memory-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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