Agentmemo

ReviewAudited by ClawScan on May 1, 2026.

Overview

AgentMemo is a clearly disclosed cloud memory and approval integration, but it will send and persist agent memories and approval context in AgentMemo’s service and may use an npm MCP server.

Install this only if you are comfortable using AgentMemo as a cloud memory and approval service. Avoid storing secrets or highly sensitive personal/business data unless your policies allow it, protect the AGENTMEMO_API_KEY, and review or delete stored memories when they are no longer needed.

Findings (4)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

Information saved as memory may affect future agent behavior, and sensitive or inaccurate memories could be reused later.

Why it was flagged

The skill intentionally creates persistent cloud memory that can be recalled across sessions and models.

Skill content
Your agent's memory content is sent to and stored on AgentMemo's servers.
Recommendation

Only store information you are comfortable keeping in AgentMemo; avoid secrets, review/delete memories periodically, and consider requiring user confirmation before saving sensitive context.

What this means

The API key authorizes access to the user’s AgentMemo account features and should be treated as sensitive.

Why it was flagged

The skill uses an account API key for the AgentMemo service; this is expected for the integration but is still a credential boundary.

Skill content
Requires: A free API key from [agentmemo.net](https://agentmemo.net) — set as `AGENTMEMO_API_KEY` in your OpenClaw environment
Recommendation

Store the key only in the intended environment configuration, avoid pasting it into chats or files, and rotate it if it may have been exposed.

What this means

Using the MCP option means local execution of the npm package that provides the AgentMemo tools.

Why it was flagged

The skill can install and run an external npm MCP server package; this is aligned with the MCP purpose but depends on package provenance.

Skill content
node | package: agentmemo-mcp | creates binaries: agentmemo-mcp
Recommendation

Install the MCP package only from the expected source, pin or verify the package version where possible, and skip the MCP install if using only the REST/API instructions.

What this means

Sensitive details included in approval requests may be transmitted to the AgentMemo service as part of the intended approval workflow.

Why it was flagged

Approval requests send action descriptions and context through AgentMemo’s cloud approval gateway.

Skill content
curl -X POST https://api.agentmemo.net/approve ... -d '{"action": "Send email to client@example.com", "context": "Draft is ready for review"}'
Recommendation

Keep approval prompts concise, avoid including unnecessary secrets or private data, and ensure the human approver channel is appropriate for the action being reviewed.