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Gemini Function Calling + Model Context Protocol(MCP) Flight Search

@arjunprabhulal

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Gemini Function Calling + Model Context Protocol(MCP) Flight Search について

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

#machine-learning#ai#mcp#gemini#stdio#serpapi#llm#function-calling#model-context-protocol#mcp-server

基本情報

カテゴリ

AI とエージェント

ランタイム

python

トランスポート

stdio

公開者

arjunprabhulal

設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "mcp-gemini-search": {
      "command": "python",
      "args": [
        "client.py"
      ]
    }
  }
}

ツール

ツールは検出されませんでした

ツールは README から自動的に抽出されます。メンテナーは ## Tools という見出しの下に記載することで、このタブに反映できます。

概要

What is Gemini Function Calling + Model Context Protocol(MCP) Flight Search?

It is a client demonstration that uses Google’s Gemini 2.5 Pro with function calling to interact with the mcp-flight-search tool via the Model Context Protocol (MCP). It enables natural language flight search queries to be automatically translated into structured function calls and executed against a local MCP server.

How to use Gemini Function Calling + Model Context Protocol(MCP) Flight Search?

Clone the repository, install dependencies (pip install -r requirements.txt and pip install mcp-flight-search), set GEMINI_API_KEY and SERP_API_KEY environment variables, then run python client.py. The client starts the MCP flight search server, sends the user’s natural language query to Gemini, and displays formatted flight results.

Key features of Gemini Function Calling + Model Context Protocol(MCP) Flight Search

  • Natural language flight search using Gemini 2.5 Pro
  • Automatic parameter extraction via function calling
  • Integration with mcp-flight-search tool via stdio
  • Formatted JSON output of flight results
  • Environment-based configuration for API keys

Use cases of Gemini Function Calling + Model Context Protocol(MCP) Flight Search

  • Searching flights using plain English (e.g., “Find flights from Atlanta

コメント

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