What is the key difference between Mcp Memory Graph and Docs?

Mcp Memory Graph belongs to the Finance & Fintech category with local stdio execution, while Docs belongs to the Finance & Fintech category with cloud HTTP/SSE execution.

How do I install Mcp Memory Graph or Docs 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 Mcp Memory Graph and Docs free or paid?

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

Which MCP server has more tools and community activity?

Mcp Memory Graph lists 0 tools with 0 views and 0 GitHub stars. Docs lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Mcp Memory Graph and Docs 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.

How do I install Mcp Memory Graph or Docs in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Mcp Memory Graph and Docs free to use, or do they require API keys?

Mcp Memory Graph is listed under a Free / Open Source model with No auth required . Docs operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Mcp Memory Graph and Docs at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both mcp-memory-graph-2 and docs-2 as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Mcp Memory Graph has a Quality Score of 31 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Docs holds a Quality Score of 45 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Mcp Memory Graph vs Docs

In-depth architectural comparison of the Mcp Memory Graph and Docs 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

Mcp Memory Graph

Finance & Fintech · Local stdio

Quality: 31/100 (Emerging) | Auth: No auth required

Docs

Finance & Fintech · Remote HTTP/SSE

Quality: 45/100 (Fair) | Auth: No auth required

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

Which MCP Server Should You Choose?

Choose Mcp Memory Graph when:

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

Explore Mcp Memory Graph Details

Choose Docs when:

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

Explore Docs Details

Feature & Specification Comparison

Specification	M Mcp Memory Graph Finance & Fintech	D Docs Finance & Fintech
Summary	Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.	Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Editor apps.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

Tools & Capabilities Breakdown

Mcp Memory Graph Tools (0)

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

Docs 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).

Mcp Memory Graph Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "mcp-memory-graph-2": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory-graph-2"
      ]
    }
  }
}

Docs Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "docs-2": {
      "url": "https://docs.merchinary.com"
    }
  }
}

Frequently Asked Questions

Mcp Memory Graph is categorized under Finance & Fintech and uses a local stdio subprocess. In contrast, Docs belongs to Finance & Fintech using remote streaming HTTP/SSE transport. Select Mcp Memory Graph when you need capabilities focused on finance & fintech and Docs when you require tools for finance & fintech.

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