mcp-gemini-server and mcp-gemini-search

About mcp-gemini-server

bsmi021/mcp-gemini-server

This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like Cline) or MCP-compatible systems to leverage Gemini's features as a backend workhorse.

About mcp-gemini-search

arjunprabhulal/mcp-gemini-search

Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools

Establishes stdio-based communication with a local MCP flight search server while leveraging Gemini 2.5 Pro's function calling to automatically extract travel parameters from natural language queries. The architecture chains three protocols: natural language → Gemini's structured function calls → MCP tool invocation → SerpAPI flight data, with built-in error handling across API boundaries and asynchronous I/O for concurrent operations.