What is the key difference between Adaptive Memory Graph and Polypack Memory?

Adaptive Memory Graph belongs to the Knowledge & Memory category with local stdio execution, while Polypack Memory belongs to the Knowledge & Memory category with cloud HTTP/SSE execution.

How do I install Adaptive Memory Graph or Polypack Memory in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Adaptive Memory Graph and Polypack Memory free or paid?

Adaptive Memory Graph operates under a Free / Open Source model (No auth required). Polypack Memory operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Adaptive Memory Graph lists 0 tools with 0 views and 0 GitHub stars. Polypack Memory lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Adaptive Memory Graph and Polypack Memory together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Adaptive Memory Graph vs Polypack Memory

In-depth architectural comparison of the Adaptive Memory Graph and Polypack Memory 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.

At a Glance & Executive Verdict

Adaptive Memory Graph

Knowledge & Memory · Local stdio

Quality: 35/100 (Fair) | Auth: No auth required

Polypack Memory

Knowledge & Memory · Remote HTTP/SSE

Quality: 35/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Adaptive Memory Graph if you need specialized Knowledge & Memory tools running via a local process. Choose Polypack Memory if your workspace requires Knowledge & Memory integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Adaptive Memory Graph 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 Adaptive Memory Graph Details

Choose Polypack Memory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Polypack Memory Details

Feature & Specification Comparison

Specification	Adaptive Memory Graph Knowledge & Memory	Polypack Memory Knowledge & Memory
Summary	Persistent memory for Claude via weighted, interconnected knowledge nodes.	MCP server exposing Polypack as persistent adaptive memory
Category & Scope	Knowledge & Memory	Knowledge & Memory

Tools & Capabilities Breakdown

Adaptive Memory Graph Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Polypack Memory Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

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).

Adaptive Memory Graph Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "adaptive-memory-graph": {
      "command": "uvx",
      "args": [
        "adaptive-memory-graph"
      ]
    }
  }
}

Polypack Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "polypack-memory": {
      "url": "http://127.0.0.1:8765/mcp/"
    }
  }
}

Frequently Asked Questions

Adaptive Memory Graph is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Polypack Memory belongs to Knowledge & Memory using remote streaming HTTP/SSE transport. Select Adaptive Memory Graph when you need capabilities focused on knowledge & memory and Polypack Memory when you require tools for knowledge & memory.

More alternatives to Adaptive Memory Graph More alternatives to Polypack Memory Knowledge & Memory category hub