Directory vs NoteDiscovery

In-depth architectural comparison of the Directory and NoteDiscovery 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 Directory 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: Four independent memory layers so one layer's failure doesn't cascade, Local-LLM memory service (Qwen 3.5 9B via Ollama) for truth extraction and indexing, Qdrant vector database plus Mem0 for semantic memory.

Explore Directory Details

Choose NoteDiscovery 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).
• You have access to required keys: NOTEDISCOVERY_URL.
• Primary tools included: Search and read Markdown notes, Create and edit notes, Apply tags and organize folders.

Feature & Specification Comparison

Specification	Directory Knowledge & Memory	NoteDiscovery gamosoft Knowledge & Memory
Summary	Discover and query every business on ANOTS — search, ask, or find-and-ask over MCP.	Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Claude Desktop, Cursor, and any MCP client search, read, create, edit, tag, and template notes — same vault that powers the web UI. Pure-stdlib client, no extra deps, MIT-licensed. Can run in Docker.
Category & Scope	Knowledge & Memory

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

{
  "mcpServers": {
    "gamosoft-notediscovery": {
      "command": "npx",
      "args": [
        "-y",
        "gamosoft-notediscovery"
      ],
      "env": {
        "NOTEDISCOVERY_URL": "YOUR_NOTEDISCOVERY_URL_HERE"
      }
    }
  }
}

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