Agent Memory MCP vs Agent Recall Trail

In-depth architectural comparison of the Agent Memory MCP and Agent Recall Trail MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Agent Memory MCP when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Agent Memory MCP Details

Choose Agent Recall Trail when:

• You need dedicated capabilities in the Knowledge & Memory domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Agent Recall Trail Details

Feature & Specification Comparison

Specification	Agent Memory MCP Knowledge & Memory	Agent Recall Trail Knowledge & Memory
Summary	Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.	Private Agent memory and human-reviewed shared knowledge.
Category & Scope	Knowledge & Memory	Knowledge & Memory

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "agent-memory-mcp-2": {
      "command": "npx",
      "args": [
        "-y",
        "@kiraautonoma/agent-memory-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "agent-recall-trail": {
      "command": "npx",
      "args": [
        "-y",
        "agent-recall-trail"
      ]
    }
  }
}

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