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model_context_protocol_examples
在模型上下文协议中构建服务器测试的一些示例。 mộtsốvídụsửdụngmcp
3 years
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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
- Clone this repository
- 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:
- John Doe (john@example.com)
- Jane Smith (jane@example.com)
Usage
- Start the server:
python server.py
-
The database will be automatically initialized with the sample data on first run.
-
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:
- Edit the
_init_db()
method indatabase.py
- Add new methods to
Database
class for custom queries - Update the
query_db
tool inserver.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
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Reviews

user_Qacl6PFJ
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.