Cover image
model_context_protocol_examples
Public

model_context_protocol_examples

Try Now
2025-04-02

Algunos ejemplos para construir servidor, prueba del cliente en el protocolo de contexto del modelo. Một số ví dụ sử dụng mcp

3 years

Works with Finder

1

Github Watches

0

Github Forks

0

Github Stars

SQLite Database Demo

This project demonstrates the usage of SQLite database with async support in a FastMCP application.

Features

  • Async SQLite database operations using aiosqlite
  • Automatic database initialization with sample data
  • Type-safe database context management
  • Proper connection lifecycle handling

Prerequisites

  • Python 3.7+
  • pip (Python package installer)

Installation

  1. Clone this repository
  2. Install the required dependencies:
pip install -r requirements.txt

Project Structure

  • server.py: Main FastMCP server implementation with database context management
  • database.py: SQLite database implementation with async support
  • demo.db: SQLite database file (created automatically on first run)

Database Schema

The demo database includes a users table with the following structure:

CREATE TABLE users (
    id INTEGER PRIMARY KEY AUTOINCREMENT,
    name TEXT NOT NULL,
    email TEXT UNIQUE NOT NULL
)

Sample data is automatically inserted on first run:

Usage

  1. Start the server:
python server.py
  1. The database will be automatically initialized with the sample data on first run.

  2. Use the query_db tool to retrieve data from the database.

Database Operations

The Database class provides the following methods:

  • connect(): Creates a new database connection and initializes the schema
  • query(): Executes a sample query to retrieve all users
  • disconnect(): Closes the database connection

Customization

To modify the database schema or add new tables:

  1. Edit the _init_db() method in database.py
  2. Add new methods to Database class for custom queries
  3. Update the query_db tool in server.py to use new methods

Error Handling

The database implementation includes:

  • Automatic connection cleanup on server shutdown
  • Proper async context management
  • Type safety with Python type hints

Dependencies

  • aiosqlite>=0.19.0: Async SQLite database driver
  • pandas>=2.0.0: Data manipulation library
  • numpy>=1.24.0: Numerical computing library

相关推荐

  • Joshua Armstrong
  • Confidential guide on numerology and astrology, based of GG33 Public information

  • https://suefel.com
  • Latest advice and best practices for custom GPT development.

  • Emmet Halm
  • Converts Figma frames into front-end code for various mobile frameworks.

  • Elijah Ng Shi Yi
  • Advanced software engineer GPT that excels through nailing the basics.

  • https://maiplestudio.com
  • Find Exhibitors, Speakers and more

  • lumpenspace
  • Take an adjectivised noun, and create images making it progressively more adjective!

  • https://appia.in
  • Siri Shortcut Finder – your go-to place for discovering amazing Siri Shortcuts with ease

  • Carlos Ferrin
  • Encuentra películas y series en plataformas de streaming.

  • Yusuf Emre Yeşilyurt
  • I find academic articles and books for research and literature reviews.

  • tomoyoshi hirata
  • Sony α7IIIマニュアルアシスタント

  • apappascs
  • Descubra la colección más completa y actualizada de servidores MCP en el mercado. Este repositorio sirve como un centro centralizado, que ofrece un extenso catálogo de servidores MCP de código abierto y propietarios, completos con características, enlaces de documentación y colaboradores.

  • ShrimpingIt
  • Manipulación basada en Micrypthon I2C del expansor GPIO de la serie MCP, derivada de AdaFruit_MCP230xx

  • jae-jae
  • Servidor MCP para obtener contenido de la página web con el navegador sin cabeza de dramaturgo.

  • HiveNexus
  • Un bot de chat de IA para equipos pequeños y medianos, que apoyan modelos como Deepseek, Open AI, Claude y Gemini. 专为中小团队设计的 ai 聊天应用 , 支持 Deepseek 、 Open ai 、 Claude 、 Géminis 等模型。

  • ravitemer
  • Un poderoso complemento Neovim para administrar servidores MCP (protocolo de contexto del modelo)

  • patruff
  • Puente entre los servidores Ollama y MCP, lo que permite a LLM locales utilizar herramientas de protocolo de contexto del modelo

    Reviews

    4 (1)
    Avatar
    user_Qacl6PFJ
    2025-04-16

    Model_context_protocol_examples is an excellent resource created by anhnx000. The repository on GitHub provides clear examples and thorough explanations. It's incredibly useful for anyone looking to understand and implement model context protocols efficiently. Highly recommended for developers seeking to enhance their knowledge in this area.