reinforce_heuristic

v2.1.0 \u2014 Record a successful application: bumps support; raises confidence asymptotically (new = old + (1-old)*0.1). OCC-protected \u2014 surfaces

SERVEREnhanced Knowledge Graph Memory Server SOURCEdanielsimonjr/memory-mcp

Low RISK CLASS

Category Read

Parameters 00 required

Recommended Allowedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/danielsimonjr-memory-mcp/reinforce-heuristic.md

WHAT IT DOES

What reinforce_heuristic does on Enhanced Knowledge Graph Memory Server

AI agents call reinforce_heuristic to retrieve information from Enhanced Knowledge Graph Memory Server without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

RISK

Why reinforce_heuristic is rated Low

Even though reinforce_heuristic only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs reinforce_heuristic 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 reinforce_heuristic, this is the rule to start with:

reinforce_heuristic Allowed

reinforce_heuristic is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "reinforce_heuristic": {}
  }
}

ALLOW ONLY 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 reinforce_heuristic call is checked against it from then on.

FAQ

Questions about reinforce_heuristic

What does the reinforce_heuristic tool do? +

v2.1.0 \u2014 Record a successful application: bumps support; raises confidence asymptotically (new = old + (1-old)*0.1). OCC-protected \u2014 surfaces. It is categorised as a Read tool in the Enhanced Knowledge Graph Memory Server MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on reinforce_heuristic? +

Register the Enhanced Knowledge Graph Memory Server MCP server in PolicyLayer and add a rule for reinforce_heuristic: 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 reinforce_heuristic? +

reinforce_heuristic is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit reinforce_heuristic? +

Yes. Add a rate_limit block to the reinforce_heuristic 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 reinforce_heuristic completely? +

Set action: deny in the PolicyLayer policy for reinforce_heuristic. 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 reinforce_heuristic? +

reinforce_heuristic 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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