mcp-gemini-search vs memory
Side-by-side comparison to help you pick between these two MCP servers.
mcp-gemini-search by arjunprabhulal | memory by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 56 | ★ 85,748 |
| 30d uses | — | — |
| Score | 39 | 77 |
| Official | — | ✓ |
| Categories | AI / LLM ToolsSearchCommunication | Knowledge GraphAI / LLM ToolsProductivity |
| Language | Python | TypeScript |
| Last commit | 14 mo ago | this month |
mcp-gemini-search · Summary
MCP server integrating Gemini 2.5 Pro with flight search tools via function calling.
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
mcp-gemini-search · Use cases
- Travel assistants that understand natural language flight requests
- Booking systems with AI-powered search capabilities
- Integration of LLM intelligence with specialized search tools
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
mcp-gemini-search · Install
Installation
- Clone the repository:
git clone https://github.com/arjunprabhulal/mcp-gemini-search.git
cd mcp-gemini-search- Install dependencies:
pip install -r requirements.txt
pip install mcp-flight-search- Set environment variables:
export GEMINI_API_KEY="YOUR_GEMINI_API_KEY"
export SERP_API_KEY="YOUR_SERPAPI_API_KEY"- Run the client:
python client.pymemory · 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"]
}
}
}