Codebase Memory MCP vs Md Vision MCP

In-depth architectural comparison of the Codebase Memory MCP and Md Vision MCP 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 Codebase 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).
• Primary tools included: index_repository, list_projects, delete_project.

Explore Codebase Memory MCP Details

Choose Md Vision 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).
• Primary tools included: Indexes markdown headings with line numbers, image counts, and char counts, Reads markdown with referenced images embedded as base64 MCP image blocks, Supports local filesystem paths and HTTP(S) URLs with configurable access restrictions.

Feature & Specification Comparison

Specification	Codebase Memory MCP DeusData Knowledge & Memory	Md Vision MCP japlete Knowledge & Memory
Summary	Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, 99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. npx codebase-memory-mcp	Read Markdown with inlined images and heading indexes for agentic RAG over local docs or allowed URLs.
Category & Scope

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": {
    "deusdata-codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "japlete-md-vision-mcp": {
      "command": "npx",
      "args": [
        "md-vision",
        "--allow-path",
        "/absolute/path/to/docs",
        "--allow-domain",
        "none"
      ]
    }
  }
}

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