mcp-mongodb-novel-server
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A high-performance Model Context Protocol (MCP) server that provides an efficient knowledge interface between Large Language Models (LLMs) and MongoDB.
The MCP MongoDB Server is designed to facilitate seamless interaction between Large Language Models (LLMs) and MongoDB databases. It is optimized for small context windows of 3k tokens, allowing LLMs to efficiently retrieve and interact with domain-specific knowledge stored in MongoDB collections. The server features a dual-server architecture with an SSE-based MCP server for efficient LLM communication and a RESTful CRUD API for database management. It supports token-efficient responses, MongoDB integration with optimized query mechanisms, and data models for various domain-specific entities such as novels, chapters, characters, and a Q&A knowledge base. Additionally, it includes Python scraper integrations as submodules for populating databases from various sources.
Features
- Dual-Server Architecture: SSE-based MCP server for efficient LLM communication and RESTful CRUD API for database management.
- Token Efficiency: Responses formatted for maximum information density within small context windows.
- MongoDB Integration: Works with existing MongoDB collections with optimized query mechanisms.
- Data Models: Supports multiple domain-specific entities such as novels, chapters, characters, and Q&A knowledge base.
- Python Scraper Integrations: Included as submodules for populating databases from various sources.
