memory vs fli

Side-by-side comparison to help you pick between these two MCP servers.

	memory by modelcontextprotocol	fli by punitarani
Stars	★ 85,748	★ 2,489
30d uses	—	—
Score	77	57
Official	✓	—
Categories	Knowledge GraphAI / LLM ToolsProductivity	travelSearchAI / LLM Tools
Language	TypeScript	Python
Last commit	this month	this month

memory · Summary

An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.

fli · Summary

Google Flights MCP server providing programmatic flight search with two main tools for specific dates and flexible date range searches.

memory · Use cases

Personalizing AI assistant interactions by remembering user preferences, history, and relationships
Building context-aware chat applications that maintain conversation history
Creating knowledge bases that persist across AI model sessions

fli · Use cases

Travel agents comparing flight prices across multiple dates and routes
Developers integrating flight search capabilities into travel applications
Business travelers optimizing their trip schedules based on price and time

memory · Install

Installation

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-memory"
      ]
    }
  }
}

VS Code

Use one-click installation buttons or manually configure in .vscode/mcp.json:

{
  "servers": {
    "memory": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-memory"
      ]
    }
  }
}

Docker

{
  "mcpServers": {
    "memory": {
      "command": "docker",
      "args": ["run", "-i", "-v", "claude-memory:/app/dist", "--rm", "mcp/memory"]
    }
  }
}

fli · Install

Installation

# Install using pipx (recommended for CLI)
pipx install flights

# Or using pip
pip install flights

Claude Desktop Configuration

Add to Claude Desktop config.json:

{
  "mcpServers": {
    "fli": {
      "command": "/Users/<user>/.local/bin/fli-mcp"
    }
  }
}

Replace <user> with your actual username.

Comparison generated from public README + GitHub signals. Last updated automatically.