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Files DB
Files-DB-MCP is a local vector database project designed for software files, providing a fast MCP interface to support LLM programming agents.
rating : 2.5 points
downloads : 5.2K
What is Files-DB-MCP?
Files-DB-MCP is a local vector database for storing and managing software files. It enables large language models (LLMs) to efficiently access and process code and other text data through the MCP (Model Context Protocol) interface.How to use Files-DB-MCP?
You can start using Files-DB-MCP in just a few simple steps. First, install the server, then import the files to be processed, and finally interact with LLMs through the MCP interface.Applicable scenarios
Suitable for application scenarios that require fast access and processing of large amounts of code or text data, such as developer tools, automated testing frameworks, and intelligent programming assistants.Main features
Vectorized file storage
Convert file content into vector representation for efficient retrieval and comparison.
MCP interface
Provide a standardized interface for LLMs to easily access and manipulate data.
Support for batch import
Support importing multiple files at once to simplify the data preparation process.
Multi - language compatibility
Support mixed processing of multiple programming languages and natural languages.
Advantages
High performance: Accelerate file search and analysis based on vectorization technology.
Flexibility: Support multiple file formats and languages.
Ease of use: Provide intuitive APIs and sample code.
Limitations
Requires local hardware support: Requires certain computing resources.
Complex initial setup: The first deployment may take some time to learn.
How to use
Download and install the server
Download the latest version of Files-DB-MCP from GitHub and complete the installation according to the installation guide.
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Configure the server
Edit the configuration file to specify the database path and connection options.
Start the server
Run the startup script to activate the service.
Interact with LLMs
Send query requests and receive responses through the MCP interface.
Usage examples
Example 1: Explain code
Upload a piece of code to the database and get its function description through the MCP interface.
Example 2: Search for similar files
Find other files most similar to the target file.
Frequently Asked Questions
How to install Files-DB-MCP?
Does it support multiple programming languages?
How to uninstall the service?
Related resources
Official documentation
Detailed installation, configuration, and usage guides.
GitHub repository
Source code and contribution guidelines.
Example projects
Sample code containing practical application cases.
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