Sqlite Tool
S

Sqlite Tool

This project implements an SQLite MCP tool that only provides the deletion function, allowing you to delete data in a table by specifying the database path, table name, and equality conditions, and includes security controls to prevent accidental deletion of the entire table.
2.5 points
5.3K

What is the SQLite Data Deletion Tool?

This is a tool specifically designed to delete data from SQLite databases. It integrates with AI assistants (such as Cursor) through the Model Context Protocol (MCP), allowing you to use natural language instructions to delete specific records in the database. The core of the tool is the `delete_rows` function, which allows you to specify the database path, table name, and precise filtering conditions to perform deletion operations securely.

How to Use the SQLite Data Deletion Tool?

First, you need to configure and enable this MCP tool in your AI assistant (such as Cursor). After configuration, you can directly issue instructions to the AI assistant, for example, 'Help me delete all records of users with the surname Zhang in the user table.' The AI assistant will call this tool, convert your instructions into specific database operations, and return the execution results. You don't need to write complex SQL statements throughout the process.

Applicable Scenarios

This tool is very suitable for scenarios where you need to regularly clean up test data, delete expired records, or correct incorrect data. For example, developers clean up test user data after testing, operators delete expired activity records, or administrators correct incorrect data entries caused by accidental operations.

Main Features

Precise Conditional Deletion
Through the `filters` parameter, you can specify the exact values of one or more fields as deletion conditions (for example, `id=100` or `status='expired'`), ensuring that only the target data is deleted.
Prevent Accidental Deletion of Entire Table
The tool prohibits deletion operations without any conditions by default (i.e., deleting the entire table). Only when `allow_full_table=True` is explicitly set, the deletion of the entire table is allowed, providing important security protection.
MCP Protocol Integration
Developed based on the Model Context Protocol standard, it can be easily integrated into various AI assistants and applications that support MCP to manage data using natural language.
Simple and Easy-to-Use Interface
You only need to provide the database path, table name, and a simple filter condition dictionary to perform operations, without having to deal with complex database connections and SQL statement splicing.
Advantages
Safe operation: By default, it prevents accidental deletion of the entire table, reducing the risk of data loss.
Convenient to use: Operate with natural language through the AI assistant, no need to memorize SQL syntax.
Focus on a single function: Focus on the high-frequency and dangerous 'deletion' operation, with a pure and reliable function.
Easy to integrate: Complies with the MCP standard, simple to configure, and can be quickly integrated into the existing workflow.
Limitations
Single function: Only provides the deletion function, does not include operations such as query, update, or insertion.
Simple conditions: Currently only supports simple conditions where a field is equal to a certain value (equality filtering), does not support `>`, `<`, `LIKE`, or complex logical combinations.
Dependent on the external environment: Requires a correctly configured Python environment and an MCP client (such as Cursor) to use.
Limited to SQLite: Only applicable to SQLite database files, does not directly support other databases such as MySQL and PostgreSQL.

How to Use

Environment Preparation
Ensure that Python (version 3.8 or higher is recommended) is installed on your system. Use pip to install the required dependency packages in the project directory.
Configure the MCP Client
Add the startup command and path of this tool to the MCP server configuration file of your AI assistant (such as Cursor). You need to modify the `/Users/XXX/.mcp/...` part in the example according to the actual path of your computer.
Start and Use
After configuration, restart your AI assistant. Then, you can directly use natural language instructions in the conversation to call the deletion function.

Usage Examples

Clean Up Test User Data
After the functional test is completed, you need to clean up the temporary user accounts created during the test process.
Delete Expired Session Records
Regularly clean up the expired user login session information in the system to keep the database tidy.
Correct Incorrect Data Entries
It is found that a batch of incorrect data is generated due to a program bug, and it needs to be quickly deleted based on the unique identifier.

Frequently Asked Questions

What does the tool prompt 'No filtering conditions provided, and full table deletion is not allowed' mean?
Can I use complex conditions such as 'greater than', 'less than', or 'contains'?
How do I know if my deletion instruction was successfully executed?
Will this tool back up my data?
Can I use this tool in other places besides Cursor?

Related Resources

Model Context Protocol (MCP) Official Documentation
Understand the standards, specifications, and design concepts of the MCP protocol.
SQLite Official Website
Get detailed documentation, downloads, and tutorials for the SQLite database.
Cursor Editor
An IDE integrated with AI-assisted programming functions, supporting MCP tools.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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