MCP Mongodb Novel Server
A high - performance MCP server that provides an efficient knowledge interface between LLMs and MongoDB, supporting small context window optimization and multiple domain data models.
rating : 2.5 points
downloads : 20
What is the MCP MongoDB Server?
The MCP MongoDB Server is a high - performance knowledge interface tool designed to enable large language models (LLMs) to quickly access domain - specific knowledge stored in MongoDB. It achieves efficient responses within a small context window (3k tokens) through an optimized data query mechanism.How to use the MCP MongoDB Server?
First, start the server, and then configure the client as needed. It supports the JSON - RPC 2.0 protocol and the SSE protocol, facilitating integration into various LLM systems.Applicable Scenarios
It is suitable for application scenarios that require real - time knowledge retrieval, such as novel writing assistance, Q&A system construction, and generating new content based on historical data.Main Features
Dual Server ArchitectureIt provides both an SSE - based MCP server and a RESTful CRUD API to meet different needs.
High - Efficiency ResponseDesigned for small context windows to ensure maximum information density.
MongoDB IntegrationIt seamlessly connects to existing MongoDB databases and supports complex query optimization.
Multi - Data Model SupportIt covers various entity types such as novels, chapters, characters, and Q&A knowledge bases.
Python Scraper SupportIt has a built - in scraper module to easily populate the database from multiple sources.
Advantages and Limitations
Advantages
Efficient context window management
Flexible data model adaptation
Easily extensible API interfaces
Support for integrating multiple data sources
Limitations
It has a certain dependence on the performance of MongoDB instances
Advanced features may require additional configuration
It is not fully compatible with all LLM frameworks
How to Use
Install Dependencies
Ensure that the Rust, MongoDB, and Python environments are installed.
Configure Environment Variables
Create a `.env` file and fill in the necessary parameters.
Start the Server
Compile and run the project.
Usage Examples
Novel Writing AssistanceUse the MCP MongoDB Server to obtain the content of a specific chapter and provide inspiration for writers.
Q&A System ConstructionAnswer user questions by querying the Q&A knowledge base.
Frequently Asked Questions
Which language models does the server support?
How to improve the query speed?
Related Resources
Official Documentation
Understand the core concepts of the Model Context Protocol.
GitHub Repository
Access the project's source code and contribution guidelines.
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