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MCP Agent

by AtharvaJadhav
GitHub
Python
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MCP Agent

A production-ready research agent using the Model Context Protocol (MCP), FastAPI, and Serper web search.

Features

  • Async MCP server with web search tool (Serper API)
  • FastAPI client for HTTP access
  • Full test suite with pytest and Serper API mocking

Setup

  1. Clone the repo
  2. Install dependencies:
    pip install -r requirements.txt
  3. Set your Serper API key:
    • Create a .env file:
      SERPER_API_KEY=your_real_serper_api_key REQUEST_TIMEOUT=30 MAX_RESULTS=20 LOG_LEVEL=INFO

Usage

  • Start FastAPI client (runs MCP server as subprocess):
    python -m client.fastapi_client
  • POST /search for web search:
    { "query": "search term", "max_results": 10 }
  • GET /health for health check

Testing

  • Run all tests:
    pytest tests/test_e2e.py -v
  • Run integration test (real Serper API):
    pytest -m integration tests/test_e2e.py

MIT License

This server cannot be installed

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security - not tested
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How are these scores calculated?

A production-ready research agent that enables users to perform web searches via the Model Context Protocol (MCP) and a FastAPI client interface.

  1. Features
    1. Setup
      1. Usage
        1. Testing

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