Memory MCP Lite vs MCP Codebase Index

In-depth architectural comparison of the Memory MCP Lite and MCP Codebase Index 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?

M

Choose Memory MCP Lite 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: get_global_summary, get_project_summary, get_task_summary.

Explore Memory MCP Lite Details

Choose MCP Codebase Index 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: get_project_summary, list_files, get_structure_summary.

Explore MCP Codebase Index Details

Feature & Specification Comparison

Specification	M Memory MCP Lite Finance & Fintech	MCP Codebase Index MikeRecognex Finance & Fintech
Summary	A lightweight, structured, token-efficient local-first MCP memory server	Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.
Category & Scope	Finance & Fintech

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": {
    "memory-mcp-lite": {
      "command": "npx",
      "args": [
        "memory-mcp-lite"
      ]
    }
  }
}

{
  "mcpServers": {
    "mikerecognex-mcp-codebase-index": {
      "command": "uvx",
      "args": [
        "openclaw-mcp-adapter"
      ]
    }
  }
}

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