mcp-gemini-search vs everything
Side-by-side comparison to help you pick between these two MCP servers.
mcp-gemini-search by arjunprabhulal | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 56 | ★ 85,748 |
| 30d uses | — | — |
| Score | 39 | 77 |
| Official | — | ✓ |
| Categories | AI / LLM ToolsSearchCommunication | Developer ToolsAI / LLM ToolsOther |
| 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.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
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
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
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.pyeverything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything