Memory Fts vs Llm Kosh

In-depth architectural comparison of the Memory Fts and Llm Kosh 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 Memory Fts when:

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

Explore Memory Fts Details

Choose Llm Kosh when:

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

Explore Llm Kosh Details

Feature & Specification Comparison

Specification	Memory Fts Databases	Llm Kosh Databases
Summary	Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking	Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
Category & Scope	Databases	Databases
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": {
    "memory-fts": {
      "command": "npx",
      "args": [
        "-y",
        "claude-memory-fts"
      ]
    }
  }
}

{
  "mcpServers": {
    "llm-kosh": {
      "url": "http://127.0.0.1:8000/mcp"
    }
  }
}

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