Context Mem vs Sshmcp

In-depth architectural comparison of the Context Mem and Sshmcp 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 Context Mem 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).
• Primary tools included: observe, recall, search.

Explore Context Mem Details

Choose Sshmcp 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).
• Primary tools included: list_servers, get_server, add_server.

Explore Sshmcp Details

Feature & Specification Comparison

Specification	Context Mem Finance & Fintech	Sshmcp Finance & Fintech
Summary	Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools	SSH server management with zero-token SFTP file transfer and SOCKS proxy support
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

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": {
    "context-mem": {
      "command": "npx",
      "args": [
        "-y",
        "context-mem"
      ]
    }
  }
}

{
  "mcpServers": {
    "sshmcp": {
      "command": "npx",
      "args": [
        "-y",
        "@nl4ever/sshmcp"
      ]
    }
  }
}

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