hmem — Humanlike Memory for AI Agents

23 tools. 16 can modify or destroy data without limits.

2 destructive tools with no built-in limits. Policy required.

Last updated:

16 can modify or destroy data
7 read-only
23 tools total

16 hmem — Humanlike Memory for AI Agents tools can modify or destroy data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

SECURE HMEM — HUMANLIKE MEMORY FOR AI AGENTS →

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Read (7) Write / Execute (14) Destructive / Financial (2)

Destructive tools (reset_memory_cache, tag_bulk) permanently delete resources. There is no undo. An agent calling these in a retry loop causes irreversible damage.

Write operations (append_memory, create_project, export_memory) modify state. Without rate limits, an agent can make hundreds of changes in seconds — faster than any human can review or revert.

Deny destructive operations
{
  "reset_memory_cache": {
    "deny_if": [
      {
        "conditions": [],
        "on_deny": "Blocked by default. Requires approval."
      }
    ]
  }
}

Destructive tools should never be available to autonomous agents without human approval.

Rate limit write operations
{
  "append_memory": {
    "limits": [
      {
        "counter": "append_memory_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "find_related": {
    "limits": [
      {
        "counter": "find_related_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Get this policy live on your own hmem — Humanlike Memory for AI Agents server in minutes. Tune the limits to your setup; PolicyLayer enforces it on every call.

ENFORCE ON MY HMEM — HUMANLIKE MEMORY FOR AI AGENTS →
Can an AI agent delete data through the hmem — Humanlike Memory for AI Agents MCP server? +

Yes. The hmem — Humanlike Memory for AI Agents server exposes 2 destructive tools including reset_memory_cache, tag_bulk. These permanently remove resources with no undo. PolicyLayer blocks destructive tools by default so they never reach the upstream server.

How do I prevent bulk modifications through hmem — Humanlike Memory for AI Agents? +

The hmem — Humanlike Memory for AI Agents server has 14 write tools including append_memory, create_project, export_memory. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach hmem — Humanlike Memory for AI Agents.

How many tools does the hmem — Humanlike Memory for AI Agents MCP server expose? +

23 tools across 3 categories: Destructive, Read, Write. 7 are read-only. 16 can modify, create, or delete data.

How do I enforce a policy on hmem — Humanlike Memory for AI Agents? +

Register the hmem — Humanlike Memory for AI Agents MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Other MCP servers with similar tools.

Starter policies for each. Same risk classification, live on your fleet in minutes.

Enforce policy on every hmem — Humanlike Memory for AI Agents tool call.

Deterministic rules across all 23 hmem — Humanlike Memory for AI Agents tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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